PYTHON MPIDS 202208
124 STUDENTS ENROLLED
Course Curriculum
| INTRO TO GOOGLE CLASS ROOM AND COLAB | |||
| GOOGLE CLASSROOM Details | 00:00:00 | ||
| ML TOPIC-1 BASIC STATISTICS | |||
| BASIC STATISTICS Details | 00:00:00 | ||
| ML TOPIC-2 DATA EXPLORATION, VALIDATION & CLEANING | |||
| DATA EXPLORATION, VALIDATION AND CLEANING Details | 00:00:00 | ||
| ML TOPIC-3 PROJECT INITIATION | |||
| PROJECT INITIATION Details | 00:00:00 | ||
| ML TOPIC-4 REGRESSION ANALYSIS | |||
| REGRESSION ANALYSIS Details | 00:00:00 | ||
| ML TOPIC-5 LOGISTIC REGRESSION | |||
| LOGISTIC REGRESSION Details | 00:00:00 | ||
| ML TOPIC-6 PROJECT PHASE-2 SIMPLE ML MODEL | |||
| PROJECT PHASE-2 SIMPLE ML MODEL Details | 00:00:00 | ||
| ML TOPIC-7 DECISION TREE | |||
| DECISION TREE Details | 00:00:00 | ||
| ML TOPIC-8 MODEL SELECTION AND CROSS VALIDATION | |||
| MODEL SELECTION AND CROSS VALIDATION Details | 00:00:00 | ||
| ML TOPIC-9 FEATURE ENGINEERING | |||
| FEATURE ENGINEERING Details | 00:00:00 | ||
| ML TOPIC-10 PROJECT PHASE-3 | |||
| PROJECT PHASE-3 Details | 00:00:00 | ||
| TOPICS-11_RANDOM_FOREST | |||
| Random_ Forest Details | 00:00:00 | ||
| TOPICS12_BOOSTING | |||
| Boosting Details | 00:00:00 | ||
| TOPIC-13 PROJECT PHASE-4 | |||
| PROJECT PHASE-14 Details | 00:00:00 | ||
| TOPIC 14_NLP_DATA_PREPROCEESSING | |||
| NLP_DATA_PREPROCEESSING Details | 00:00:00 | ||
| TOPIC 15_SENTIMENT_ANALYSIS | |||
| SENTIMENT_ANALYSIS Details | 00:00:00 | ||
| TOPIC-16 TESTING_OF_HYPOTHESIS | |||
| TESTING OF HYPOTHESIS Details | 00:00:00 | ||
