Spaces:
Runtime error
Runtime error
Commit
·
29b9655
1
Parent(s):
b2e923f
Add application file
Browse files
1.csv
ADDED
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@@ -0,0 +1,1002 @@
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| 1 |
+
Sr No,Course Name,Category,Discipline,Course Link,Course Institute,Primary Skill 1,Primary Skill 2,Secondary Skill 1
|
| 2 |
+
#NAME?,Business analytics and data mining Modeling using R,Technical,Management Studies,https://onlinecourses.nptel.ac.in/noc24_mg08/preview,IIT Roorkee,Business Analysis,Data Mining,Programming in R
|
| 3 |
+
#NAME?,Six Sigma,Technical,Management Studies,https://onlinecourses.nptel.ac.in/noc24_mg55/preview,IIT KGP,Six Sigma,,
|
| 4 |
+
#NAME?,Technology Forecasting for strategic decision making - An Introduction,Technical,Management Studies,https://onlinecourses.nptel.ac.in/noc24_mg61/preview,University of Strasbourg,Strategy,Decision Making,
|
| 5 |
+
#NAME?,Systems Engineering: Theory & Practice,Technical,Management Studies,https://onlinecourses.nptel.ac.in/noc24_mg03/preview,IIT K,,,
|
| 6 |
+
#NAME?,Advanced Linear Algebra,Technical,Mathematics,https://onlinecourses.nptel.ac.in/noc24_ma04/preview,IIT Roorkee,Linear Algebra,,Programming in Python
|
| 7 |
+
#NAME?,Fourier Analysis and its applications,Technical,Mathematics,https://onlinecourses.nptel.ac.in/noc24_ma21/preview,IIT B,Fourier Transforms,,
|
| 8 |
+
#NAME?,Graph Theory,Technical,Mathematics,https://onlinecourses.nptel.ac.in/noc24_ma23/preview,IISER Pune,Graph Theory,,
|
| 9 |
+
#NAME?,Physics through Computational Thinking,Technical,Physics,https://onlinecourses.nptel.ac.in/noc24_ph13/preview,IISER Bhopal,Physics,Computational Thinking,Programming in Python
|
| 10 |
+
#NAME?,Secure Computation: 1,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs07/preview,IIIT Bangalore,,,
|
| 11 |
+
#NAME?,Introduction to Micro Economics,Technical,Economics,https://onlinecourses.nptel.ac.in/noc24_hs17/preview,IIT K,Micro Economics,,
|
| 12 |
+
#NAME?,Introduction to Pāṇinian grammar,Technical,Economics,https://onlinecourses.nptel.ac.in/noc24_hs44/preview,IIT B,Sanskrit,Paninian Grammar,
|
| 13 |
+
#NAME?,Micro foundations of Macro Economics,Technical,Economics,https://onlinecourses.nptel.ac.in/noc24_ec05/preview,IIT K,Macro Economics,,
|
| 14 |
+
#NAME?,User Interface Design,Technical,Architecture and Planning,https://onlinecourses.nptel.ac.in/noc24_ar05/preview,IIT Roorkee,User Interface Design,,
|
| 15 |
+
#NAME?,Affective Computing,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs12/preview,IIIT Delhi,,,
|
| 16 |
+
#NAME?,Data Analysis with Python,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs20/preview,IIT Roorkee,,,
|
| 17 |
+
#NAME?,Data Mining,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs22/preview,IIT KGP,,,
|
| 18 |
+
#NAME?,Data Science for Engineers,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs53/preview,IIT Madras,,,
|
| 19 |
+
#NAME?,Deep Learning,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs59/preview,IIT Ropar,,,
|
| 20 |
+
#NAME?,Effective Engineering Teaching In Practice,Technical,Teacher Training,https://onlinecourses.nptel.ac.in/noc24_ge13/preview,IIT M,,,
|
| 21 |
+
#NAME?,Fuzzy Logic And Neural Networks,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_ge17/preview,IIT KGP,,,
|
| 22 |
+
#NAME?,Introduction to Professional Scientific Communication,Technical,Biological Sciences & Bioengineering,https://onlinecourses.nptel.ac.in/noc24_bt34/preview,IIT K,,,
|
| 23 |
+
#NAME?,"Introduction to Automata, Languages and Computation",Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs32/preview,IIT KGP,,,
|
| 24 |
+
#NAME?,Introduction to Machine Learning,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs51/preview,IIT M,,,
|
| 25 |
+
#NAME?,Introduction to Research,Technical,,https://onlinecourses.nptel.ac.in/noc24_ge21/preview,IIT M,,,
|
| 26 |
+
#NAME?,"Machine Learning, ML",Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs60/preview,KTH,,,
|
| 27 |
+
#NAME?,Teaching And Learning in Engineering,Technical,,https://onlinecourses.nptel.ac.in/noc24_ge08/preview,IISc,,,
|
| 28 |
+
#NAME?,Theory of Computation,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs49/preview,IIT H,,,
|
| 29 |
+
#NAME?,The Joy of Computing using Python,Technical,Technical,https://onlinecourses.nptel.ac.in/noc24_cs57/preview,IIT Ropar,,,
|
| 30 |
+
#NAME?,Demystifying Board Game Design,Technical,Design Engineering,https://onlinecourses.swayam2.ac.in/aic20_ed01/preview,IIT B,,,
|
| 31 |
+
#NAME?,Predictive Analytics - Regression and Classification,Technical,Economics,https://onlinecourses.nptel.ac.in/noc24_ec08/preview,CMI,,,
|
| 32 |
+
#NAME?,National Education Policy-2020:Professional Development Programme,Technical,Public Policy,https://onlinecourses.swayam2.ac.in/nou23_ge41/,IGNOU,,,
|
| 33 |
+
#NAME?,Introduction to Psychology,Non-Technical,Humanities and Social Sciences,https://onlinecourses.swayam2.ac.in/cec24_hs20/preview,"Savitribai Phule Pune University, Pune",,,
|
| 34 |
+
#NAME?,Introduction to Psychology,Non-Technical,Humanities and Social Sciences,https://onlinecourses.nptel.ac.in/noc24_hs46/preview,IIT K,,,
|
| 35 |
+
#NAME?,Programming in Python,Technical,Computer Science and Engineering,https://onlinecourses.swayam2.ac.in/cec24_cs01/preview,Dibrugarh University,,,
|
| 36 |
+
#NAME?,Blockchain and its Applications,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs15/preview,IIT KGP,,,
|
| 37 |
+
#NAME?,Computer Vision And Image Processing - Fundamentals And Applications,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_ee38/preview,IIT Guwahati,,,
|
| 38 |
+
#NAME?,Data Analytics with Python,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs20/preview,IIT Roorkee,,,
|
| 39 |
+
#NAME?,Data Mining,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs22/preview,IIT KGP,,,
|
| 40 |
+
#NAME?,Data Base Management System,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs21/preview,IIT KGP,,,
|
| 41 |
+
#NAME?,Discrete Mathematics,Technical,Mathematics,https://onlinecourses.nptel.ac.in/noc24_cs58/preview,IIT Ropar,,,
|
| 42 |
+
#NAME?,GPU Architectures And Programming,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs30/preview,IIT KGP,,,
|
| 43 |
+
#NAME?,Getting Started with Competitive Programming,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs29/preview,IIT Gandhinagar,,,
|
| 44 |
+
#NAME?,Linear programming and its applications to computer science,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs03/preview,IIT K,,,
|
| 45 |
+
#NAME?,Natural Language Processing,Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs39/preview,IIT KGP,,,
|
| 46 |
+
#NAME?,"
|
| 47 |
+
User-centric Computing For Human-Computer Interaction",Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs50/preview,IIT Guwahati,,,
|
| 48 |
+
#NAME?,"
|
| 49 |
+
Reinforcement Learning",Technical,Computer Science and Engineering,https://onlinecourses.nptel.ac.in/noc24_cs52/preview,IIT M,,,
|
| 50 |
+
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|
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|
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+
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+
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|
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+
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|
| 1000 |
+
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|
| 1001 |
+
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|
| 1002 |
+
,,,,,,,,
|
app.py
CHANGED
|
@@ -21,14 +21,14 @@ client = OpenAI(
|
|
| 21 |
)
|
| 22 |
|
| 23 |
# Specify the sheet name in the Excel file
|
| 24 |
-
excel_file_path = "1.
|
| 25 |
sheet_name = "Shortlisted Courses" # Replace with the actual sheet name
|
| 26 |
|
| 27 |
# Read the Excel file into a Pandas DataFrame
|
| 28 |
-
courses_df = pd.
|
| 29 |
|
| 30 |
# Function to recommend courses based on user input using GPT and TF-IDF
|
| 31 |
-
def recommend_courses(user_skill, ed_qual)
|
| 32 |
# Combine user's input into a single string for TF-IDF
|
| 33 |
user_input = f"{user_skill} {ed_qual}"
|
| 34 |
|
|
|
|
| 21 |
)
|
| 22 |
|
| 23 |
# Specify the sheet name in the Excel file
|
| 24 |
+
excel_file_path = "1.csv"
|
| 25 |
sheet_name = "Shortlisted Courses" # Replace with the actual sheet name
|
| 26 |
|
| 27 |
# Read the Excel file into a Pandas DataFrame
|
| 28 |
+
courses_df = pd.read_csv(excel_file_path, sheet_name=sheet_name)
|
| 29 |
|
| 30 |
# Function to recommend courses based on user input using GPT and TF-IDF
|
| 31 |
+
def recommend_courses(user_skill, ed_qual):
|
| 32 |
# Combine user's input into a single string for TF-IDF
|
| 33 |
user_input = f"{user_skill} {ed_qual}"
|
| 34 |
|