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PYTHON ML, DL, AI NOVEMBER 2021 BATCH
42 STUDENTS ENROLLED
Course Curriculum
| INTRODUCTION TO PYTHON PROGRAMMING | |||
| INTRODUCTION TO PYTHON PROGRAMMING SESSION-1 202108 Details | 00:00:00 | ||
| PYTHON PROGRAMMING BASIC Details | 00:00:00 | ||
| BASIC STATISTIC | |||
| ML BASIC STATISTICS SESSION-1 Details | 00:00:00 | ||
| DATA CLEANING | |||
| ML DATA CLEANING SESSION-2 Details | 00:00:00 | ||
| PYTHON FUNCTIONS | |||
| PYTHON FUNCTIONS AND CLASSES Details | 00:00:00 | ||
| PANDAS INTRO | |||
| PANDAS INTRO AND QNA Details | 00:00:00 | ||
| REGRESSION ANALYSIS | |||
| ML REGRESSION ANALYSIS Details | 00:00:00 | ||
| LOGISTIC REGRESSION | |||
| ML LOGISTIC REGRESSION Details | 00:00:00 | ||
| PANDAS AND ASSIGNMENT 1 DISCUSSION | |||
| Pandas Indexing_manipulation_group by Details | 00:00:00 | ||
| ML_SESSION-5 DECISION TREES | |||
| DECISION TREES Details | 00:00:00 | ||
| MODEL ML_SESSION-6 MODEL SELECTION AND CROSS VALIDATION | |||
| MODEL SELECTION AND CROSS VALIDATION Details | 00:00:00 | ||
| DATA CLEANING ASSIGNMENT3 DISCUSSION | |||
| DATA CLEANING DISCUSSION Details | 00:00:00 | ||
| ASSIGNMENT5 REGRESSION DISCUSSION | |||
| REGRESSION DISCUSSION Details | 00:00:00 | ||
| FEATURE ENGINEERING | |||
| FEATURE ENGINEERING Details | 00:00:00 | ||
| ENSEMBLE MODELS AND RANDOM FORESTS | |||
| ENSEMBLE MODELS AND RANDOM FORESTS Details | 00:00:00 | ||
| BOOSTING | |||
| BOOSTING Details | 00:00:00 | ||
| DECISION TREE | |||
| ML SESSION 7 DECISION TREE Details | 00:00:00 | ||
| ML SESSION-9 NLP PREPROCESSING | |||
| NLP PREPROCESSING Details | 00:00:00 | ||
| ML SESSION-10 SENTIMENT ANALYSIS | |||
| SENTIMENT ANALYSIS Details | 00:00:00 | ||
| ML SESSION-11 DRIVER ANALYSIS | |||
| DRIVER ANALYSIS Details | 00:00:00 | ||
| ML SESSION-12 TESTING OF HYPOTHESIS | |||
| Testing of Hypothesis Details | 00:00:00 | ||
