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PYTHON MPIDS 202205
108 STUDENTS ENROLLED
Course Curriculum
| SESSION-1 INTRODUCTION | |||
| INTRO TO GOOGLE CLASS ROOM AND COLAB Details | 00:00:00 | ||
| PYTHON ML BASIC Details | 00:00:00 | ||
| PYTHON ML BASIC-2 Details | 00:00:00 | ||
| ML TOPIC-1 BASIC STATISTIC | |||
| BASIC STATISTIC Details | 00:00:00 | ||
| SESSION-3 INTERMEDIATE PYTHON FUNCTIONS AND CLASSES | |||
| INTERMEDIATE PYTHON FUNCTIONS AND CLASSES Details | 00:00:00 | ||
| ML TOPIC-2 DATA EXPLORATION VALIDATION AND CLEANING | |||
| DATA EXPLORATION VALIDATION AND CLEANING Details | 00:00:00 | ||
| SESSION-3 DATA MANIPULATION WITH PANDAS | |||
| DATA MANIPULATION WITH PANDAS Details | 00:00:00 | ||
| ML TOPIC-3 GETTING STARTED WITH ML PROJECT | |||
| GETTING STARTED WITH ML PROJECT 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 DECISION TREES | |||
| DECISION TREES Details | 00:00:00 | ||
| ML TOPIC-7 MODEL SELECTION AND CROSS VALIDATION | |||
| MODEL SELECTION AND CROSS VALIDATION Details | 00:00:00 | ||
| ML TOPI-8 FEATURE ENGINEERING | |||
| FEATURE ENGINEERING Details | 00:00:00 | ||
| ML AND DL PROJECT | |||
| DATA CLEANING 1D Details | 00:00:00 | ||
| DEALING WITH CATEGORICAL VARIABLE Details | 00:00:00 | ||
| ML TOPIC-9 RANDOM FOREST | |||
| RANDOM FOREST Details | 00:00:00 | ||
| ML TOPIC-10 BOOSTING | |||
| BOOSTING Details | 00:00:00 | ||
| ML TOPIC-11 NLP DATA PREPROCESSING | |||
| NLP DATA PREPROCESSING Details | 00:00:00 | ||
| ML TOPIC-12 SENTIMENT ANALYSIS | |||
| SENTIMENT ANALYSIS Details | 00:00:00 | ||
