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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based | Weekends |
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Jain Deemed to be University, Bangalore |
The Syllabus
- Python IDEs
- Data Structures
- Functions
- Object Oriented Programming
- NumPy
- Data Sorting and Grouping in SQL
- Functions, Joins and Sets
- TCL and DCL
- SQL Functions
- Machine Learning Overview
- Principal Component Analysis
- Factor Analysis
- Clustering
- K-Nearest Algorithm
- Regression - Linear and Logistic
- Naive Bayes Model
- Overview
- Data Warehouse
- Association Rules
- Classification and Prediction
- Random Forest
- Text Classification
- Text Clustering
- Topic Modeling
- Named Entity Recognition
- Sentiment Analysis
- Web Analytics Overview
- Google Analytics
- Analyzing Web Metrics
- Social Media Data Extraction
- Analyzing Social Media Metrics
- Business Dashboards
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