| Session 1:Business Analytics & Business Intelligence Theory |
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| | Business Analytics and Business Intelligence Theory |
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| Session 2 Machine Learning & Artificial Intelligence Theory |
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| | Machine Learning & Artificial Intelligence Theory |
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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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