ShivamSrng
commited on
Fine-tuned Topic Model for best_features column, last commit on 2025-01-07 07:18:15
Browse files- ctfidf_config.json +1 -1
- topics.json +290 -290
ctfidf_config.json
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 46604061
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:3d9c5851e1ba1ec740bebdf089b3cd4965ad275628c6f211a4a205bd56e02103
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size 46604061
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topics.json
CHANGED
@@ -87,7 +87,7 @@
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"2": [
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[
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"project allows students",
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-
0.
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],
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[
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"class projects",
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@@ -123,7 +123,7 @@
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],
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[
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"projects helpful",
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-
0.
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]
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],
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"3": [
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@@ -141,7 +141,7 @@
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],
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[
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"practice exams helpful",
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-
0.
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],
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[
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"exam practice",
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@@ -171,11 +171,11 @@
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"4": [
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[
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"homework manageable",
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-
0.
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],
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[
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"manageable homework",
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-
0.
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],
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[
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"homework exams",
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@@ -213,7 +213,7 @@
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"5": [
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[
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"useful slides",
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-
0.
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],
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[
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"helpful slides",
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@@ -249,7 +249,7 @@
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],
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[
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"studying slides",
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-
0.
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]
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],
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"6": [
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@@ -259,7 +259,7 @@
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],
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[
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"practice problems provided",
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-
0.
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],
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[
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"practice problems",
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@@ -267,7 +267,7 @@
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],
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[
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"problems practice problems",
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-
0.
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],
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[
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"problems practice",
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@@ -279,7 +279,7 @@
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],
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[
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"lots practice problems",
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-
0.
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],
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[
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"practice problems practice",
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@@ -287,11 +287,11 @@
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],
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[
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"practice problems professor",
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-
0.
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],
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[
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"practice problems examples",
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-
0.
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]
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],
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"7": [
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@@ -343,7 +343,7 @@
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],
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[
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"architecture students",
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-
0.
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],
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[
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"architecture field",
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@@ -355,7 +355,7 @@
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],
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[
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"architecture interesting",
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-
0.
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],
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[
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"history architecture",
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@@ -385,7 +385,7 @@
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],
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[
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"lectures amazing students",
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-
0.
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],
|
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[
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"great teacher",
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@@ -397,7 +397,7 @@
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],
|
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[
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"class lively entertaining",
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-
0.
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],
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[
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"help students",
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@@ -427,7 +427,7 @@
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],
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[
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"information provided lectures",
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-
0.
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],
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[
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"lecture material",
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@@ -451,7 +451,7 @@
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],
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[
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"lectures interesting",
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-
0.
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],
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[
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"lecture discussion",
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@@ -477,7 +477,7 @@
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],
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[
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"big data using",
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-
0.
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],
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[
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"big data",
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@@ -497,7 +497,7 @@
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],
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[
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"introduction data",
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-
0.
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],
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[
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"data data",
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@@ -523,7 +523,7 @@
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],
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[
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"feature lecture",
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-
0.
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],
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[
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"class best feature",
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@@ -539,7 +539,7 @@
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],
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[
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"assignments best feature",
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-
0.
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],
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[
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"best feature teacher",
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@@ -553,7 +553,7 @@
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],
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[
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"assignments helpful",
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-
0.
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],
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[
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"assignments material interesting",
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@@ -569,7 +569,7 @@
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],
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[
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"assignments interesting",
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-
0.
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],
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[
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"easy understand assignments",
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@@ -585,7 +585,7 @@
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],
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[
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"semester assignments",
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-
0.
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]
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],
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"14": [
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@@ -595,11 +595,11 @@
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],
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[
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"class discussions discussions",
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-
0.
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],
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[
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"discussion class discussions",
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-
0.
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],
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[
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"class discussions class discussions",
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@@ -633,11 +633,11 @@
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"15": [
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[
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"helping understand material best",
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-
0.
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],
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[
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"answers questions",
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-
0.
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],
|
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[
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"explaining topics helps",
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@@ -645,7 +645,7 @@
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],
|
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[
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"excellent knowledge subject explains",
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-
0.
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],
|
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[
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"knowledgeable",
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@@ -653,7 +653,7 @@
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],
|
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[
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"explaining topics helps visual",
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-
0.
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],
|
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[
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"info midst everything learning",
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@@ -661,7 +661,7 @@
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],
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[
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"excellent knowledge subject",
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-
0.
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],
|
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[
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"topics helps visual",
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@@ -717,7 +717,7 @@
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"17": [
|
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[
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"helped understand behavior self",
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-
0.
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],
|
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[
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"helped improve writing",
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@@ -725,7 +725,7 @@
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],
|
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[
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"helped understand behavior",
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-
0.
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],
|
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[
|
731 |
"learned things",
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@@ -733,7 +733,7 @@
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],
|
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[
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"learned different things",
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-
0.
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],
|
738 |
[
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739 |
"learned alot",
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@@ -741,7 +741,7 @@
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|
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],
|
742 |
[
|
743 |
"learned new information",
|
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-
0.
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],
|
746 |
[
|
747 |
"taught things",
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@@ -779,7 +779,7 @@
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|
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],
|
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[
|
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"learning new softwares",
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-
0.
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],
|
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[
|
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"learn software",
|
@@ -885,11 +885,11 @@
|
|
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"21": [
|
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[
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"wide range topics covered",
|
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-
0.
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],
|
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[
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"topics covered wide",
|
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-
0.
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],
|
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[
|
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"wide variety topics",
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@@ -901,7 +901,7 @@
|
|
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],
|
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[
|
903 |
"interesting topics covered",
|
904 |
-
0.
|
905 |
],
|
906 |
[
|
907 |
"topics covered",
|
@@ -913,11 +913,11 @@
|
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],
|
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[
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"topics applicable",
|
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-
0.
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],
|
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[
|
919 |
"topics covered interesting",
|
920 |
-
0.
|
921 |
],
|
922 |
[
|
923 |
"different topics",
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@@ -969,7 +969,7 @@
|
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"23": [
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[
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971 |
"prepares future math",
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-
0.
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],
|
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[
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975 |
"math courses math",
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@@ -985,7 +985,7 @@
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|
985 |
],
|
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[
|
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"previous math courses",
|
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-
0.
|
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],
|
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[
|
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"mathematics classes",
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@@ -1019,19 +1019,19 @@
|
|
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],
|
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[
|
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"insight industry guest lecturers",
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-
0.
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],
|
1024 |
[
|
1025 |
"different things career learning",
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1026 |
-
0.
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1027 |
],
|
1028 |
[
|
1029 |
"helpful hear professional field",
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1030 |
-
0.
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],
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[
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1033 |
"career learning",
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-
0.
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],
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[
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"alot insight industry",
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@@ -1115,7 +1115,7 @@
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],
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[
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"construction process",
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-
0.
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],
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[
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"building construction",
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@@ -1127,7 +1127,7 @@
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],
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[
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"construction procedures",
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-
0.
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],
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[
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1133 |
"design construction",
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@@ -1149,7 +1149,7 @@
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],
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[
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"enriching experience",
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-
0.
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],
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[
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"research great experience",
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@@ -1161,7 +1161,7 @@
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],
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[
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"enjoyed approach subject",
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-
0.
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],
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[
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"liked topics work",
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@@ -1183,7 +1183,7 @@
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|
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],
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[
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"learning different material",
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-
0.
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],
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[
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"learning new concepts",
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@@ -1225,11 +1225,11 @@
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|
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],
|
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[
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"helpful accommodating",
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-
0.
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],
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[
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1231 |
"making competent helped",
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-
0.
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],
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[
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"george answering questions",
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@@ -1241,7 +1241,7 @@
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|
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],
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1242 |
[
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1243 |
"george answering questions late",
|
1244 |
-
0.
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],
|
1246 |
[
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1247 |
"competent helped",
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@@ -1267,7 +1267,7 @@
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|
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],
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[
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"vocareum errors nice assignments",
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-
0.
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],
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[
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1273 |
"vocareums compile errors",
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@@ -1283,11 +1283,11 @@
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|
1283 |
],
|
1284 |
[
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1285 |
"compile errors cout",
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-
0.
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],
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[
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"fluid mechanics interesting area",
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-
0.
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],
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[
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"learn heat transfer",
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@@ -1325,7 +1325,7 @@
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],
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[
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"business planning",
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-
0.
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],
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[
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"concepts business",
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@@ -1367,11 +1367,11 @@
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],
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[
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1369 |
"helps improve writing skills",
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-
0.
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],
|
1372 |
[
|
1373 |
"improving writing skills",
|
1374 |
-
0.
|
1375 |
],
|
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[
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"writing exercises",
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@@ -1431,7 +1431,7 @@
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"34": [
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[
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1433 |
"learning code piece piece",
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-
0.
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1435 |
],
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[
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1437 |
"learning code",
|
@@ -1455,7 +1455,7 @@
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|
1455 |
],
|
1456 |
[
|
1457 |
"learning new ways code",
|
1458 |
-
0.
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1459 |
],
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[
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1461 |
"learn code",
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@@ -1467,13 +1467,13 @@
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|
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],
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1468 |
[
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1469 |
"practice code",
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-
0.
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]
|
1472 |
],
|
1473 |
"35": [
|
1474 |
[
|
1475 |
"applying real life examples",
|
1476 |
-
0.
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1477 |
],
|
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[
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1479 |
"real life examples engineering",
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@@ -1481,7 +1481,7 @@
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|
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],
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1482 |
[
|
1483 |
"real world examples",
|
1484 |
-
0.
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1485 |
],
|
1486 |
[
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1487 |
"real life learning",
|
@@ -1497,7 +1497,7 @@
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|
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],
|
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[
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1499 |
"examples engineering",
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-
0.
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],
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1502 |
[
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1503 |
"real world application",
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@@ -1505,7 +1505,7 @@
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1505 |
],
|
1506 |
[
|
1507 |
"real world applications",
|
1508 |
-
0.
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1509 |
],
|
1510 |
[
|
1511 |
"reallife examples",
|
@@ -1527,15 +1527,15 @@
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|
1527 |
],
|
1528 |
[
|
1529 |
"different types engineering learning",
|
1530 |
-
0.
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1531 |
],
|
1532 |
[
|
1533 |
"learning solidworks",
|
1534 |
-
0.
|
1535 |
],
|
1536 |
[
|
1537 |
"learning different types engineering",
|
1538 |
-
0.
|
1539 |
],
|
1540 |
[
|
1541 |
"introduction cad",
|
@@ -1631,7 +1631,7 @@
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|
1631 |
],
|
1632 |
[
|
1633 |
"concepts simple",
|
1634 |
-
0.
|
1635 |
],
|
1636 |
[
|
1637 |
"understanding theory",
|
@@ -1653,7 +1653,7 @@
|
|
1653 |
],
|
1654 |
[
|
1655 |
"best feature designing",
|
1656 |
-
0.
|
1657 |
],
|
1658 |
[
|
1659 |
"best best feature",
|
@@ -1665,7 +1665,7 @@
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|
1665 |
],
|
1666 |
[
|
1667 |
"great feature best feature",
|
1668 |
-
0.
|
1669 |
],
|
1670 |
[
|
1671 |
"best feature best feature",
|
@@ -1691,11 +1691,11 @@
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|
1691 |
],
|
1692 |
[
|
1693 |
"java learning",
|
1694 |
-
0.
|
1695 |
],
|
1696 |
[
|
1697 |
"programming language learning",
|
1698 |
-
0.
|
1699 |
],
|
1700 |
[
|
1701 |
"programming concepts",
|
@@ -1703,7 +1703,7 @@
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|
1703 |
],
|
1704 |
[
|
1705 |
"learning programming",
|
1706 |
-
0.
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1707 |
],
|
1708 |
[
|
1709 |
"great introduction java",
|
@@ -1711,7 +1711,7 @@
|
|
1711 |
],
|
1712 |
[
|
1713 |
"introduction programming",
|
1714 |
-
0.
|
1715 |
],
|
1716 |
[
|
1717 |
"java programming",
|
@@ -1733,7 +1733,7 @@
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|
1733 |
],
|
1734 |
[
|
1735 |
"advantages create research",
|
1736 |
-
0.
|
1737 |
],
|
1738 |
[
|
1739 |
"learning essential things",
|
@@ -1745,7 +1745,7 @@
|
|
1745 |
],
|
1746 |
[
|
1747 |
"everything need freshmen",
|
1748 |
-
0.
|
1749 |
],
|
1750 |
[
|
1751 |
"advantages create",
|
@@ -1753,7 +1753,7 @@
|
|
1753 |
],
|
1754 |
[
|
1755 |
"new students life",
|
1756 |
-
0.
|
1757 |
],
|
1758 |
[
|
1759 |
"new students",
|
@@ -1771,7 +1771,7 @@
|
|
1771 |
],
|
1772 |
[
|
1773 |
"point satisfying extremely",
|
1774 |
-
0.
|
1775 |
],
|
1776 |
[
|
1777 |
"satisfying",
|
@@ -1779,11 +1779,11 @@
|
|
1779 |
],
|
1780 |
[
|
1781 |
"straight point satisfying extremely",
|
1782 |
-
0.
|
1783 |
],
|
1784 |
[
|
1785 |
"appreciate relaxed flexible",
|
1786 |
-
0.
|
1787 |
],
|
1788 |
[
|
1789 |
"appreciate relaxed flexible accommodate",
|
@@ -1809,15 +1809,15 @@
|
|
1809 |
"43": [
|
1810 |
[
|
1811 |
"inspire engineers",
|
1812 |
-
0.
|
1813 |
],
|
1814 |
[
|
1815 |
"engineering learning",
|
1816 |
-
0.
|
1817 |
],
|
1818 |
[
|
1819 |
"engineering learn",
|
1820 |
-
0.
|
1821 |
],
|
1822 |
[
|
1823 |
"engineering learning different",
|
@@ -1833,11 +1833,11 @@
|
|
1833 |
],
|
1834 |
[
|
1835 |
"learning engineering",
|
1836 |
-
0.
|
1837 |
],
|
1838 |
[
|
1839 |
"understand engineering",
|
1840 |
-
0.
|
1841 |
],
|
1842 |
[
|
1843 |
"engineering world",
|
@@ -1851,11 +1851,11 @@
|
|
1851 |
"44": [
|
1852 |
[
|
1853 |
"new material learned",
|
1854 |
-
0.
|
1855 |
],
|
1856 |
[
|
1857 |
"feel learned useful",
|
1858 |
-
0.
|
1859 |
],
|
1860 |
[
|
1861 |
"love learning",
|
@@ -1901,7 +1901,7 @@
|
|
1901 |
],
|
1902 |
[
|
1903 |
"helpful easy understand",
|
1904 |
-
0.
|
1905 |
],
|
1906 |
[
|
1907 |
"paula",
|
@@ -1909,7 +1909,7 @@
|
|
1909 |
],
|
1910 |
[
|
1911 |
"provides examples help learn",
|
1912 |
-
0.
|
1913 |
],
|
1914 |
[
|
1915 |
"responds emails",
|
@@ -1943,7 +1943,7 @@
|
|
1943 |
],
|
1944 |
[
|
1945 |
"class difficult",
|
1946 |
-
0.
|
1947 |
],
|
1948 |
[
|
1949 |
"terrible class",
|
@@ -1951,7 +1951,7 @@
|
|
1951 |
],
|
1952 |
[
|
1953 |
"worst class taken",
|
1954 |
-
0.
|
1955 |
],
|
1956 |
[
|
1957 |
"long class",
|
@@ -1959,7 +1959,7 @@
|
|
1959 |
],
|
1960 |
[
|
1961 |
"worst class taken far",
|
1962 |
-
0.
|
1963 |
],
|
1964 |
[
|
1965 |
"time valuable class",
|
@@ -1981,7 +1981,7 @@
|
|
1981 |
],
|
1982 |
[
|
1983 |
"lecture effective teaching material",
|
1984 |
-
0.
|
1985 |
],
|
1986 |
[
|
1987 |
"way professor teaches",
|
@@ -1989,7 +1989,7 @@
|
|
1989 |
],
|
1990 |
[
|
1991 |
"lecture effective teaching",
|
1992 |
-
0.
|
1993 |
],
|
1994 |
[
|
1995 |
"students ensure learn material",
|
@@ -1997,7 +1997,7 @@
|
|
1997 |
],
|
1998 |
[
|
1999 |
"way professor teaches class",
|
2000 |
-
0.
|
2001 |
],
|
2002 |
[
|
2003 |
"wellorganized lecture effective",
|
@@ -2035,7 +2035,7 @@
|
|
2035 |
],
|
2036 |
[
|
2037 |
"content interesting material",
|
2038 |
-
0.
|
2039 |
],
|
2040 |
[
|
2041 |
"interesting engaging topics",
|
@@ -2047,7 +2047,7 @@
|
|
2047 |
],
|
2048 |
[
|
2049 |
"topics interesting engaging",
|
2050 |
-
0.
|
2051 |
],
|
2052 |
[
|
2053 |
"engaging content",
|
@@ -2061,7 +2061,7 @@
|
|
2061 |
"49": [
|
2062 |
[
|
2063 |
"interesting learn new cad",
|
2064 |
-
0.
|
2065 |
],
|
2066 |
[
|
2067 |
"learn new cad software",
|
@@ -2073,11 +2073,11 @@
|
|
2073 |
],
|
2074 |
[
|
2075 |
"cad software begin learn",
|
2076 |
-
0.
|
2077 |
],
|
2078 |
[
|
2079 |
"new cad software begin",
|
2080 |
-
0.
|
2081 |
],
|
2082 |
[
|
2083 |
"fun enjoyable learnt programming",
|
@@ -2111,7 +2111,7 @@
|
|
2111 |
],
|
2112 |
[
|
2113 |
"information taught important",
|
2114 |
-
0.
|
2115 |
],
|
2116 |
[
|
2117 |
"teaches think",
|
@@ -2131,7 +2131,7 @@
|
|
2131 |
],
|
2132 |
[
|
2133 |
"teaches important relevant",
|
2134 |
-
0.
|
2135 |
],
|
2136 |
[
|
2137 |
"taught knowledge",
|
@@ -2173,7 +2173,7 @@
|
|
2173 |
],
|
2174 |
[
|
2175 |
"class classes",
|
2176 |
-
0.
|
2177 |
],
|
2178 |
[
|
2179 |
"good feature class",
|
@@ -2181,17 +2181,17 @@
|
|
2181 |
],
|
2182 |
[
|
2183 |
"class structure good",
|
2184 |
-
0.
|
2185 |
]
|
2186 |
],
|
2187 |
"52": [
|
2188 |
[
|
2189 |
"understanding operating systems",
|
2190 |
-
0.
|
2191 |
],
|
2192 |
[
|
2193 |
"overview operating systems",
|
2194 |
-
0.
|
2195 |
],
|
2196 |
[
|
2197 |
"operating systems learning",
|
@@ -2207,19 +2207,19 @@
|
|
2207 |
],
|
2208 |
[
|
2209 |
"operating systems work insight",
|
2210 |
-
0.
|
2211 |
],
|
2212 |
[
|
2213 |
"understanding computer",
|
2214 |
-
0.
|
2215 |
],
|
2216 |
[
|
2217 |
"understanding computers",
|
2218 |
-
0.
|
2219 |
],
|
2220 |
[
|
2221 |
"understanding linux",
|
2222 |
-
0.
|
2223 |
],
|
2224 |
[
|
2225 |
"operating systems",
|
@@ -2271,15 +2271,15 @@
|
|
2271 |
"54": [
|
2272 |
[
|
2273 |
"easy difficult courses",
|
2274 |
-
0.
|
2275 |
],
|
2276 |
[
|
2277 |
"difficult courses easy",
|
2278 |
-
0.
|
2279 |
],
|
2280 |
[
|
2281 |
"difficult courses",
|
2282 |
-
0.
|
2283 |
],
|
2284 |
[
|
2285 |
"difficult class",
|
@@ -2287,11 +2287,11 @@
|
|
2287 |
],
|
2288 |
[
|
2289 |
"courses easy class",
|
2290 |
-
0.
|
2291 |
],
|
2292 |
[
|
2293 |
"class difficult",
|
2294 |
-
0.
|
2295 |
],
|
2296 |
[
|
2297 |
"easy difficult courses easy",
|
@@ -2313,19 +2313,19 @@
|
|
2313 |
"55": [
|
2314 |
[
|
2315 |
"real life applications examples",
|
2316 |
-
0.
|
2317 |
],
|
2318 |
[
|
2319 |
"real life applications topics",
|
2320 |
-
0.
|
2321 |
],
|
2322 |
[
|
2323 |
"real world examples applications",
|
2324 |
-
0.
|
2325 |
],
|
2326 |
[
|
2327 |
"applications related real life",
|
2328 |
-
0.
|
2329 |
],
|
2330 |
[
|
2331 |
"applications examples",
|
@@ -2341,7 +2341,7 @@
|
|
2341 |
],
|
2342 |
[
|
2343 |
"real world applications",
|
2344 |
-
0.
|
2345 |
],
|
2346 |
[
|
2347 |
"applications engineering",
|
@@ -2355,7 +2355,7 @@
|
|
2355 |
"56": [
|
2356 |
[
|
2357 |
"software hands experience",
|
2358 |
-
0.
|
2359 |
],
|
2360 |
[
|
2361 |
"technology field hands experience",
|
@@ -2367,7 +2367,7 @@
|
|
2367 |
],
|
2368 |
[
|
2369 |
"getting hands experience",
|
2370 |
-
0.
|
2371 |
],
|
2372 |
[
|
2373 |
"hands site experience",
|
@@ -2375,11 +2375,11 @@
|
|
2375 |
],
|
2376 |
[
|
2377 |
"experience handson experience",
|
2378 |
-
0.
|
2379 |
],
|
2380 |
[
|
2381 |
"working handsonrealworld",
|
2382 |
-
0.
|
2383 |
],
|
2384 |
[
|
2385 |
"handson experience",
|
@@ -2409,7 +2409,7 @@
|
|
2409 |
],
|
2410 |
[
|
2411 |
"discussions group discussions",
|
2412 |
-
0.
|
2413 |
],
|
2414 |
[
|
2415 |
"group discussions",
|
@@ -2429,7 +2429,7 @@
|
|
2429 |
],
|
2430 |
[
|
2431 |
"interactive open discussion",
|
2432 |
-
0.
|
2433 |
],
|
2434 |
[
|
2435 |
"discussions group",
|
@@ -2443,7 +2443,7 @@
|
|
2443 |
],
|
2444 |
[
|
2445 |
"interesting concepts interesting",
|
2446 |
-
0.
|
2447 |
],
|
2448 |
[
|
2449 |
"interesting informative material covered",
|
@@ -2451,7 +2451,7 @@
|
|
2451 |
],
|
2452 |
[
|
2453 |
"interesting topic learn",
|
2454 |
-
0.
|
2455 |
],
|
2456 |
[
|
2457 |
"interesting interesting topics",
|
@@ -2459,7 +2459,7 @@
|
|
2459 |
],
|
2460 |
[
|
2461 |
"material interesting informative",
|
2462 |
-
0.
|
2463 |
],
|
2464 |
[
|
2465 |
"interesting topics interesting",
|
@@ -2467,7 +2467,7 @@
|
|
2467 |
],
|
2468 |
[
|
2469 |
"concepts interesting",
|
2470 |
-
0.
|
2471 |
],
|
2472 |
[
|
2473 |
"interesting topic material interesting",
|
@@ -2481,7 +2481,7 @@
|
|
2481 |
"59": [
|
2482 |
[
|
2483 |
"plenty time complete assignments",
|
2484 |
-
0.
|
2485 |
],
|
2486 |
[
|
2487 |
"good timing complete assignments",
|
@@ -2489,7 +2489,7 @@
|
|
2489 |
],
|
2490 |
[
|
2491 |
"time finish assignments",
|
2492 |
-
0.
|
2493 |
],
|
2494 |
[
|
2495 |
"assignments time",
|
@@ -2523,7 +2523,7 @@
|
|
2523 |
"60": [
|
2524 |
[
|
2525 |
"recorded lectures helpful",
|
2526 |
-
0.
|
2527 |
],
|
2528 |
[
|
2529 |
"assignments video lectures",
|
@@ -2547,7 +2547,7 @@
|
|
2547 |
],
|
2548 |
[
|
2549 |
"videos professor provides",
|
2550 |
-
0.
|
2551 |
],
|
2552 |
[
|
2553 |
"lecture video",
|
@@ -2555,7 +2555,7 @@
|
|
2555 |
],
|
2556 |
[
|
2557 |
"videos lecture",
|
2558 |
-
0.
|
2559 |
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|
2560 |
[
|
2561 |
"lectures video",
|
@@ -2585,7 +2585,7 @@
|
|
2585 |
],
|
2586 |
[
|
2587 |
"class canceled time spent",
|
2588 |
-
0.
|
2589 |
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|
2590 |
[
|
2591 |
"class meets",
|
@@ -2593,11 +2593,11 @@
|
|
2593 |
],
|
2594 |
[
|
2595 |
"enjoy class canceled time",
|
2596 |
-
0.
|
2597 |
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|
2598 |
[
|
2599 |
"students participation classmates",
|
2600 |
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0.
|
2601 |
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|
2602 |
[
|
2603 |
"class everyday",
|
@@ -2623,7 +2623,7 @@
|
|
2623 |
],
|
2624 |
[
|
2625 |
"history history",
|
2626 |
-
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|
2627 |
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|
2628 |
[
|
2629 |
"learn history",
|
@@ -2643,13 +2643,13 @@
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|
2643 |
],
|
2644 |
[
|
2645 |
"learning th century",
|
2646 |
-
0.
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2647 |
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|
2648 |
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|
2649 |
"63": [
|
2650 |
[
|
2651 |
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|
2652 |
-
0.
|
2653 |
],
|
2654 |
[
|
2655 |
"working groups best",
|
@@ -2661,7 +2661,7 @@
|
|
2661 |
],
|
2662 |
[
|
2663 |
"class group work engaging",
|
2664 |
-
0.
|
2665 |
],
|
2666 |
[
|
2667 |
"work groups semester",
|
@@ -2669,7 +2669,7 @@
|
|
2669 |
],
|
2670 |
[
|
2671 |
"class group work",
|
2672 |
-
0.
|
2673 |
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|
2674 |
[
|
2675 |
"group work",
|
@@ -2681,7 +2681,7 @@
|
|
2681 |
],
|
2682 |
[
|
2683 |
"students work groups semester",
|
2684 |
-
0.
|
2685 |
],
|
2686 |
[
|
2687 |
"group participation truly encouaged",
|
@@ -2703,7 +2703,7 @@
|
|
2703 |
],
|
2704 |
[
|
2705 |
"easy understand information",
|
2706 |
-
0.
|
2707 |
],
|
2708 |
[
|
2709 |
"explained guidance",
|
@@ -2711,11 +2711,11 @@
|
|
2711 |
],
|
2712 |
[
|
2713 |
"thorough information",
|
2714 |
-
0.
|
2715 |
],
|
2716 |
[
|
2717 |
"accurate helpful needing",
|
2718 |
-
0.
|
2719 |
],
|
2720 |
[
|
2721 |
"concepts explained guidance",
|
@@ -2807,7 +2807,7 @@
|
|
2807 |
],
|
2808 |
[
|
2809 |
"students teaching interaction",
|
2810 |
-
0.
|
2811 |
],
|
2812 |
[
|
2813 |
"classmates getting communicate",
|
@@ -2849,7 +2849,7 @@
|
|
2849 |
],
|
2850 |
[
|
2851 |
"easy understand learn everything",
|
2852 |
-
0.
|
2853 |
],
|
2854 |
[
|
2855 |
"beginner friendly",
|
@@ -2859,11 +2859,11 @@
|
|
2859 |
"68": [
|
2860 |
[
|
2861 |
"current technology covers basics",
|
2862 |
-
0.
|
2863 |
],
|
2864 |
[
|
2865 |
"manufacturing device researching",
|
2866 |
-
0.
|
2867 |
],
|
2868 |
[
|
2869 |
"manufacturing device researching improve",
|
@@ -2871,7 +2871,7 @@
|
|
2871 |
],
|
2872 |
[
|
2873 |
"device researching improve",
|
2874 |
-
0.
|
2875 |
],
|
2876 |
[
|
2877 |
"researching improve devices",
|
@@ -2879,7 +2879,7 @@
|
|
2879 |
],
|
2880 |
[
|
2881 |
"technology covers",
|
2882 |
-
0.
|
2883 |
],
|
2884 |
[
|
2885 |
"industry standards",
|
@@ -2891,7 +2891,7 @@
|
|
2891 |
],
|
2892 |
[
|
2893 |
"technology covers basics",
|
2894 |
-
0.
|
2895 |
],
|
2896 |
[
|
2897 |
"device researching",
|
@@ -2905,15 +2905,15 @@
|
|
2905 |
],
|
2906 |
[
|
2907 |
"handson learning experiences",
|
2908 |
-
0.
|
2909 |
],
|
2910 |
[
|
2911 |
"learning experiences",
|
2912 |
-
0.
|
2913 |
],
|
2914 |
[
|
2915 |
"handson learning experience",
|
2916 |
-
0.
|
2917 |
],
|
2918 |
[
|
2919 |
"learning experience",
|
@@ -2929,11 +2929,11 @@
|
|
2929 |
],
|
2930 |
[
|
2931 |
"hands learning experience",
|
2932 |
-
0.
|
2933 |
],
|
2934 |
[
|
2935 |
"hands experience learning",
|
2936 |
-
0.
|
2937 |
],
|
2938 |
[
|
2939 |
"handson approach learning",
|
@@ -2947,7 +2947,7 @@
|
|
2947 |
],
|
2948 |
[
|
2949 |
"web development learning",
|
2950 |
-
0.
|
2951 |
],
|
2952 |
[
|
2953 |
"web development learn",
|
@@ -2989,11 +2989,11 @@
|
|
2989 |
],
|
2990 |
[
|
2991 |
"creativity teaches",
|
2992 |
-
0.
|
2993 |
],
|
2994 |
[
|
2995 |
"education adding creative",
|
2996 |
-
0.
|
2997 |
],
|
2998 |
[
|
2999 |
"creativity projects learning",
|
@@ -3021,7 +3021,7 @@
|
|
3021 |
],
|
3022 |
[
|
3023 |
"ability knowledge",
|
3024 |
-
0.
|
3025 |
]
|
3026 |
],
|
3027 |
"72": [
|
@@ -3051,15 +3051,15 @@
|
|
3051 |
],
|
3052 |
[
|
3053 |
"informational aspect",
|
3054 |
-
0.
|
3055 |
],
|
3056 |
[
|
3057 |
"lots information value",
|
3058 |
-
0.
|
3059 |
],
|
3060 |
[
|
3061 |
"information helpful",
|
3062 |
-
0.
|
3063 |
],
|
3064 |
[
|
3065 |
"market useful",
|
@@ -3069,11 +3069,11 @@
|
|
3069 |
"73": [
|
3070 |
[
|
3071 |
"research paper teaches",
|
3072 |
-
0.
|
3073 |
],
|
3074 |
[
|
3075 |
"research papers teaches",
|
3076 |
-
0.
|
3077 |
],
|
3078 |
[
|
3079 |
"research paper students",
|
@@ -3093,11 +3093,11 @@
|
|
3093 |
],
|
3094 |
[
|
3095 |
"good research paper",
|
3096 |
-
0.
|
3097 |
],
|
3098 |
[
|
3099 |
"writing research paper",
|
3100 |
-
0.
|
3101 |
],
|
3102 |
[
|
3103 |
"work research paper",
|
@@ -3119,7 +3119,7 @@
|
|
3119 |
],
|
3120 |
[
|
3121 |
"failing exam detrimental",
|
3122 |
-
0.
|
3123 |
],
|
3124 |
[
|
3125 |
"grading exam",
|
@@ -3143,17 +3143,17 @@
|
|
3143 |
],
|
3144 |
[
|
3145 |
"grading policy",
|
3146 |
-
0.
|
3147 |
],
|
3148 |
[
|
3149 |
"choose grade percentages",
|
3150 |
-
0.
|
3151 |
]
|
3152 |
],
|
3153 |
"75": [
|
3154 |
[
|
3155 |
"homework useful preparing",
|
3156 |
-
0.
|
3157 |
],
|
3158 |
[
|
3159 |
"homeworks help understand material",
|
@@ -3181,11 +3181,11 @@
|
|
3181 |
],
|
3182 |
[
|
3183 |
"understanding topics homework helpful",
|
3184 |
-
0.
|
3185 |
],
|
3186 |
[
|
3187 |
"understand material homework",
|
3188 |
-
0.
|
3189 |
],
|
3190 |
[
|
3191 |
"explained detailed homework",
|
@@ -3195,7 +3195,7 @@
|
|
3195 |
"76": [
|
3196 |
[
|
3197 |
"database systems learning",
|
3198 |
-
0.
|
3199 |
],
|
3200 |
[
|
3201 |
"intro databases",
|
@@ -3219,7 +3219,7 @@
|
|
3219 |
],
|
3220 |
[
|
3221 |
"sql learning",
|
3222 |
-
0.
|
3223 |
],
|
3224 |
[
|
3225 |
"dbms",
|
@@ -3231,7 +3231,7 @@
|
|
3231 |
],
|
3232 |
[
|
3233 |
"introduction database",
|
3234 |
-
0.
|
3235 |
]
|
3236 |
],
|
3237 |
"77": [
|
@@ -3245,7 +3245,7 @@
|
|
3245 |
],
|
3246 |
[
|
3247 |
"examples good explanations",
|
3248 |
-
0.
|
3249 |
],
|
3250 |
[
|
3251 |
"concept explained",
|
@@ -3257,7 +3257,7 @@
|
|
3257 |
],
|
3258 |
[
|
3259 |
"understand professor explains",
|
3260 |
-
0.
|
3261 |
],
|
3262 |
[
|
3263 |
"good explanations",
|
@@ -3283,7 +3283,7 @@
|
|
3283 |
],
|
3284 |
[
|
3285 |
"professor ta helpful",
|
3286 |
-
0.
|
3287 |
],
|
3288 |
[
|
3289 |
"professor ta helpful professor",
|
@@ -3303,15 +3303,15 @@
|
|
3303 |
],
|
3304 |
[
|
3305 |
"ta helpful professor ta",
|
3306 |
-
0.
|
3307 |
],
|
3308 |
[
|
3309 |
"ta professor helpful",
|
3310 |
-
0.
|
3311 |
],
|
3312 |
[
|
3313 |
"questions professor ta helpful",
|
3314 |
-
0.
|
3315 |
],
|
3316 |
[
|
3317 |
"helpful ta",
|
@@ -3337,11 +3337,11 @@
|
|
3337 |
],
|
3338 |
[
|
3339 |
"topic related major",
|
3340 |
-
0.
|
3341 |
],
|
3342 |
[
|
3343 |
"major learning major",
|
3344 |
-
0.
|
3345 |
],
|
3346 |
[
|
3347 |
"major learning interesting topic",
|
@@ -3353,7 +3353,7 @@
|
|
3353 |
],
|
3354 |
[
|
3355 |
"additional information learning major",
|
3356 |
-
0.
|
3357 |
],
|
3358 |
[
|
3359 |
"majors information",
|
@@ -3379,7 +3379,7 @@
|
|
3379 |
],
|
3380 |
[
|
3381 |
"college learning",
|
3382 |
-
0.
|
3383 |
],
|
3384 |
[
|
3385 |
"navigate college",
|
@@ -3405,7 +3405,7 @@
|
|
3405 |
"81": [
|
3406 |
[
|
3407 |
"understanding economics",
|
3408 |
-
0.
|
3409 |
],
|
3410 |
[
|
3411 |
"learning accounting",
|
@@ -3413,7 +3413,7 @@
|
|
3413 |
],
|
3414 |
[
|
3415 |
"economics useful",
|
3416 |
-
0.
|
3417 |
],
|
3418 |
[
|
3419 |
"learning finance",
|
@@ -3447,7 +3447,7 @@
|
|
3447 |
"82": [
|
3448 |
[
|
3449 |
"experimental methods",
|
3450 |
-
0.
|
3451 |
],
|
3452 |
[
|
3453 |
"different experiments provide important",
|
@@ -3455,7 +3455,7 @@
|
|
3455 |
],
|
3456 |
[
|
3457 |
"different experiments provide",
|
3458 |
-
0.
|
3459 |
],
|
3460 |
[
|
3461 |
"experiments provide important techniques",
|
@@ -3463,19 +3463,19 @@
|
|
3463 |
],
|
3464 |
[
|
3465 |
"performing experiments",
|
3466 |
-
0.
|
3467 |
],
|
3468 |
[
|
3469 |
"conducting experiments",
|
3470 |
-
0.
|
3471 |
],
|
3472 |
[
|
3473 |
"important techniques basic laboratory",
|
3474 |
-
0.
|
3475 |
],
|
3476 |
[
|
3477 |
"techniques basic laboratory",
|
3478 |
-
0.
|
3479 |
],
|
3480 |
[
|
3481 |
"perform experiments",
|
@@ -3483,25 +3483,25 @@
|
|
3483 |
],
|
3484 |
[
|
3485 |
"different experiments",
|
3486 |
-
0.
|
3487 |
]
|
3488 |
],
|
3489 |
"83": [
|
3490 |
[
|
3491 |
"allows students time focus",
|
3492 |
-
0.
|
3493 |
],
|
3494 |
[
|
3495 |
"helps study better hybrid",
|
3496 |
-
0.
|
3497 |
],
|
3498 |
[
|
3499 |
"benefit material taught",
|
3500 |
-
0.
|
3501 |
],
|
3502 |
[
|
3503 |
"students time focus",
|
3504 |
-
0.
|
3505 |
],
|
3506 |
[
|
3507 |
"benefit material taught semester",
|
@@ -3517,7 +3517,7 @@
|
|
3517 |
],
|
3518 |
[
|
3519 |
"leaving time management courses",
|
3520 |
-
0.
|
3521 |
],
|
3522 |
[
|
3523 |
"semester attendance",
|
@@ -3525,7 +3525,7 @@
|
|
3525 |
],
|
3526 |
[
|
3527 |
"extra credit opportunities",
|
3528 |
-
0.
|
3529 |
]
|
3530 |
],
|
3531 |
"84": [
|
@@ -3543,11 +3543,11 @@
|
|
3543 |
],
|
3544 |
[
|
3545 |
"statistics important",
|
3546 |
-
0.
|
3547 |
],
|
3548 |
[
|
3549 |
"statistical concepts",
|
3550 |
-
0.
|
3551 |
],
|
3552 |
[
|
3553 |
"understanding statistics",
|
@@ -3573,7 +3573,7 @@
|
|
3573 |
"85": [
|
3574 |
[
|
3575 |
"way things helps professionals",
|
3576 |
-
0.
|
3577 |
],
|
3578 |
[
|
3579 |
"skills work",
|
@@ -3581,7 +3581,7 @@
|
|
3581 |
],
|
3582 |
[
|
3583 |
"keeping focused making ready",
|
3584 |
-
0.
|
3585 |
],
|
3586 |
[
|
3587 |
"keeping focused",
|
@@ -3601,7 +3601,7 @@
|
|
3601 |
],
|
3602 |
[
|
3603 |
"world way things helps",
|
3604 |
-
0.
|
3605 |
],
|
3606 |
[
|
3607 |
"things helps professionals",
|
@@ -3619,7 +3619,7 @@
|
|
3619 |
],
|
3620 |
[
|
3621 |
"majors introduction python",
|
3622 |
-
0.
|
3623 |
],
|
3624 |
[
|
3625 |
"learn python",
|
@@ -3631,7 +3631,7 @@
|
|
3631 |
],
|
3632 |
[
|
3633 |
"learning python",
|
3634 |
-
0.
|
3635 |
],
|
3636 |
[
|
3637 |
"practice python",
|
@@ -3639,7 +3639,7 @@
|
|
3639 |
],
|
3640 |
[
|
3641 |
"good introduction python",
|
3642 |
-
0.
|
3643 |
],
|
3644 |
[
|
3645 |
"python useful",
|
@@ -3647,7 +3647,7 @@
|
|
3647 |
],
|
3648 |
[
|
3649 |
"learning python language",
|
3650 |
-
0.
|
3651 |
],
|
3652 |
[
|
3653 |
"python teaches",
|
@@ -3727,7 +3727,7 @@
|
|
3727 |
],
|
3728 |
[
|
3729 |
"topic engineering major",
|
3730 |
-
0.
|
3731 |
],
|
3732 |
[
|
3733 |
"best classes",
|
@@ -3735,7 +3735,7 @@
|
|
3735 |
],
|
3736 |
[
|
3737 |
"courses took",
|
3738 |
-
0.
|
3739 |
]
|
3740 |
],
|
3741 |
"89": [
|
@@ -3757,7 +3757,7 @@
|
|
3757 |
],
|
3758 |
[
|
3759 |
"comics",
|
3760 |
-
0.
|
3761 |
],
|
3762 |
[
|
3763 |
"analyzing comics",
|
@@ -3769,7 +3769,7 @@
|
|
3769 |
],
|
3770 |
[
|
3771 |
"read comic books",
|
3772 |
-
0.
|
3773 |
],
|
3774 |
[
|
3775 |
"comic books",
|
@@ -3787,7 +3787,7 @@
|
|
3787 |
],
|
3788 |
[
|
3789 |
"learning basics circuits",
|
3790 |
-
0.
|
3791 |
],
|
3792 |
[
|
3793 |
"circuit analysis learning",
|
@@ -3829,7 +3829,7 @@
|
|
3829 |
],
|
3830 |
[
|
3831 |
"networking taught",
|
3832 |
-
0.
|
3833 |
],
|
3834 |
[
|
3835 |
"learn networking",
|
@@ -3837,11 +3837,11 @@
|
|
3837 |
],
|
3838 |
[
|
3839 |
"networking learning",
|
3840 |
-
0.
|
3841 |
],
|
3842 |
[
|
3843 |
"practical networking skills",
|
3844 |
-
0.
|
3845 |
],
|
3846 |
[
|
3847 |
"practical networking",
|
@@ -3883,11 +3883,11 @@
|
|
3883 |
],
|
3884 |
[
|
3885 |
"create want creative freedom",
|
3886 |
-
0.
|
3887 |
],
|
3888 |
[
|
3889 |
"creative freedom openended",
|
3890 |
-
0.
|
3891 |
],
|
3892 |
[
|
3893 |
"creative freedom",
|
@@ -3895,7 +3895,7 @@
|
|
3895 |
],
|
3896 |
[
|
3897 |
"creative freedom assignments",
|
3898 |
-
0.
|
3899 |
],
|
3900 |
[
|
3901 |
"students freedom",
|
@@ -3913,7 +3913,7 @@
|
|
3913 |
],
|
3914 |
[
|
3915 |
"environmental science",
|
3916 |
-
0.
|
3917 |
],
|
3918 |
[
|
3919 |
"learn different aspects ecology",
|
@@ -3921,7 +3921,7 @@
|
|
3921 |
],
|
3922 |
[
|
3923 |
"learning environmental",
|
3924 |
-
0.
|
3925 |
],
|
3926 |
[
|
3927 |
"taught ecology",
|
@@ -3933,7 +3933,7 @@
|
|
3933 |
],
|
3934 |
[
|
3935 |
"teaches sustainability",
|
3936 |
-
0.
|
3937 |
],
|
3938 |
[
|
3939 |
"sustainability teaches",
|
@@ -3941,7 +3941,7 @@
|
|
3941 |
],
|
3942 |
[
|
3943 |
"great learn environmental",
|
3944 |
-
0.
|
3945 |
],
|
3946 |
[
|
3947 |
"sustainability learning",
|
@@ -4009,7 +4009,7 @@
|
|
4009 |
],
|
4010 |
[
|
4011 |
"studios focused technical",
|
4012 |
-
0.
|
4013 |
],
|
4014 |
[
|
4015 |
"studio provides",
|
@@ -4081,7 +4081,7 @@
|
|
4081 |
],
|
4082 |
[
|
4083 |
"prepares students calculus",
|
4084 |
-
0.
|
4085 |
],
|
4086 |
[
|
4087 |
"fundamentals calculus good",
|
@@ -4105,7 +4105,7 @@
|
|
4105 |
],
|
4106 |
[
|
4107 |
"teaches basics calculus",
|
4108 |
-
0.
|
4109 |
],
|
4110 |
[
|
4111 |
"calculus learning",
|
@@ -4123,7 +4123,7 @@
|
|
4123 |
],
|
4124 |
[
|
4125 |
"taught excel",
|
4126 |
-
0.
|
4127 |
],
|
4128 |
[
|
4129 |
"learning excel",
|
@@ -4173,7 +4173,7 @@
|
|
4173 |
],
|
4174 |
[
|
4175 |
"easier students taking physics",
|
4176 |
-
0.
|
4177 |
],
|
4178 |
[
|
4179 |
"learn physics",
|
@@ -4197,7 +4197,7 @@
|
|
4197 |
],
|
4198 |
[
|
4199 |
"students taking physics",
|
4200 |
-
0.
|
4201 |
]
|
4202 |
],
|
4203 |
"100": [
|
@@ -4223,7 +4223,7 @@
|
|
4223 |
],
|
4224 |
[
|
4225 |
"building resume",
|
4226 |
-
0.
|
4227 |
],
|
4228 |
[
|
4229 |
"resume building",
|
@@ -4235,7 +4235,7 @@
|
|
4235 |
],
|
4236 |
[
|
4237 |
"resume building practice",
|
4238 |
-
0.
|
4239 |
],
|
4240 |
[
|
4241 |
"practice resumes",
|
@@ -4245,7 +4245,7 @@
|
|
4245 |
"101": [
|
4246 |
[
|
4247 |
"assignments workload",
|
4248 |
-
0.
|
4249 |
],
|
4250 |
[
|
4251 |
"work workload",
|
@@ -4303,7 +4303,7 @@
|
|
4303 |
],
|
4304 |
[
|
4305 |
"air force having enthusiastic",
|
4306 |
-
0.
|
4307 |
],
|
4308 |
[
|
4309 |
"field trips observations",
|
@@ -4311,7 +4311,7 @@
|
|
4311 |
],
|
4312 |
[
|
4313 |
"history principles air force",
|
4314 |
-
0.
|
4315 |
],
|
4316 |
[
|
4317 |
"air force having",
|
@@ -4319,7 +4319,7 @@
|
|
4319 |
],
|
4320 |
[
|
4321 |
"learning history principles air",
|
4322 |
-
0.
|
4323 |
],
|
4324 |
[
|
4325 |
"visiting",
|
@@ -4329,7 +4329,7 @@
|
|
4329 |
"103": [
|
4330 |
[
|
4331 |
"class professor best feature",
|
4332 |
-
0.
|
4333 |
],
|
4334 |
[
|
4335 |
"best professor best feature",
|
@@ -4357,7 +4357,7 @@
|
|
4357 |
],
|
4358 |
[
|
4359 |
"way best feature professor",
|
4360 |
-
0.
|
4361 |
],
|
4362 |
[
|
4363 |
"best best feature professor",
|
@@ -4375,7 +4375,7 @@
|
|
4375 |
],
|
4376 |
[
|
4377 |
"regarding cybersecurity",
|
4378 |
-
0.
|
4379 |
],
|
4380 |
[
|
4381 |
"introduction cyber",
|
@@ -4383,7 +4383,7 @@
|
|
4383 |
],
|
4384 |
[
|
4385 |
"learning cybersecurity",
|
4386 |
-
0.
|
4387 |
],
|
4388 |
[
|
4389 |
"cybersecurity courses",
|
@@ -4437,7 +4437,7 @@
|
|
4437 |
],
|
4438 |
[
|
4439 |
"guest speakers great",
|
4440 |
-
0.
|
4441 |
],
|
4442 |
[
|
4443 |
"guest speakers guest",
|
@@ -4445,7 +4445,7 @@
|
|
4445 |
],
|
4446 |
[
|
4447 |
"speakers guest speakers",
|
4448 |
-
0.
|
4449 |
],
|
4450 |
[
|
4451 |
"guest speakers brought",
|
@@ -4467,7 +4467,7 @@
|
|
4467 |
],
|
4468 |
[
|
4469 |
"hours ability meet appointments",
|
4470 |
-
0.
|
4471 |
],
|
4472 |
[
|
4473 |
"meet appointments",
|
@@ -4475,7 +4475,7 @@
|
|
4475 |
],
|
4476 |
[
|
4477 |
"ability meet appointments",
|
4478 |
-
0.
|
4479 |
],
|
4480 |
[
|
4481 |
"office hours",
|
@@ -4501,7 +4501,7 @@
|
|
4501 |
],
|
4502 |
[
|
4503 |
"resources emphasize taught resources",
|
4504 |
-
0.
|
4505 |
],
|
4506 |
[
|
4507 |
"resources students",
|
@@ -4509,7 +4509,7 @@
|
|
4509 |
],
|
4510 |
[
|
4511 |
"students learn resources",
|
4512 |
-
0.
|
4513 |
],
|
4514 |
[
|
4515 |
"resources offered",
|
@@ -4529,7 +4529,7 @@
|
|
4529 |
],
|
4530 |
[
|
4531 |
"resources students look",
|
4532 |
-
0.
|
4533 |
],
|
4534 |
[
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