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Session 1:Business Analytics & Business Intelligence Theory
Business Analytics and Business Intelligence Theory
Session 2 Machine Learning & Artificial Intelligence Theory
Machine Learning & Artificial Intelligence Theory
Module 3 How to Work in the Cloud Practical Session
Copy of How to Work in the Cloud Practical Session
Session 4 Python Introduction Theory
Python Introduction Theory
Python Introduction Practical Task
Session 5: Numpy Theory
Numpy Theory
Numpy Practical Session
Numpy Practical Task
Session 6 Pandas Data Analysis
Pandas Data Analysis Theory Part 1
Pandas Data Analysis Theory Part 2
Pandas Data Analysis Practical Task
Session 7 Matplotlib Data Visualization
Pandas Data Analysis Theory Part 1
Pandas Data Analysis Theory Part 2
Matplotlib Data Visualization Practical Task
Session 8 Statistics of data science
Statistics for Data Science Part 1
Statistics for Data Science Part 2
Session 9: Machine Learning Techniques
Machine Learning Techniques Theory Part 1
Machine Learning Techniques Theory Part 2
Session 10 Sports Analytics Project
Sports Analytics Project Session
Sports Analytics Project Task
Session 11 HR Salary Analytics
HR Salary Analytics Project Session
HR Salary Analytics Project Task
Session 12 Survival Analytics
Survival Analytics Project Session
Survival Analytics Project Task
Session 13 Health Care Project
Health Care Analytics Project Session
Health Care Analytics Project Task
Session 14 How to Clean Data Practical Session
How to Clean Data Practical Session
Session 15 Decision Tree and Random Forest Algorithm
Decision Tree and Random Forest Algorithm
Session 16 Plant Analytics Project Part 1
Plant Analytics Project Session Part 1
Plant Analytics Project task Part 1
Session 17 Naïve Bayes and KNN Algorithm
Naive Bayes and KNN Algorithm
Session 18 Support Vector Machine Algorithm
Support Vector Machine Algorithm
Session 18 Plant Analytics Project Part 2
Plant Analytics Project Session Part 2
Session 19 How to Calculate Feature Importance Practical Session
How to Calculate Feature Importance Practical Session
Session 20 Ensemble Learning Techniques
Ensemble Learning Technique
Ensemble Learning Project Session
Session 21 Data Mining Theory
Data Mining Theory
Session 22 Web Scraping using Python
Web Scraping using Python Beautiful Soup Theory
Web Scraping using Beautiful Soup Practical Session
Session 23 Time Series Analysis Theory
Time Series Analysis Theory
Time Series Analysis Practical Session
Time Series Analysis Practical Task
Session 23 Natural Language Processing (NLP) & Text Mining Theory
Natural Language Processing (NLP) & Text Mining Theory
Session 24 Sentiment Analysis using Text blob
Sentiment Analytics using Text Blob Practical Session
Sentiment Analytics using Text Blob Practical Task
Session 25 Natural Language Processing using NLTK
Natural Language Processing (NLP) using NLTK Practical Session
Natural Language Processing (NLP) using NLTK Practical Task
Session 26 Market Basket Analysis
Market Basket Analysis Theory
Market Basket Analysis Practical Session
Market Basket Analysis Practical Task
Session 27 Recommendation System
Recommendation System Project Session
Recommendation System Project Task
Session 28 Bank Loan (Credit Risk)
Bank Loan (Credit Risk) Project Session
Bank Loan (Credit Risk) Project Task
Session 29 Cyber Security Anomaly Detection project
Cyber Security Anomaly Detection Project Session
Session 30 ECommerce Sales
eCommerce Sales Project Session
eCommerce Sales Project Task