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