Python ML, DL,AI MARCH BATCH
25 STUDENTS ENROLLED
Course Curriculum
| Session-0 Introduction | |||
| Intro to Classroom, Colab, and Python For ML Part-1 Details | 00:00:00 | ||
| Intro to Classroom, Colab, and Python For ML Part-2 Details | 00:00:00 | ||
| Session-1 Python Programming Basics for Data Science | |||
| Basics of Python Programming Part-1 Details | 00:00:00 | ||
| Basics of Python Programming Part-2 Details | 00:00:00 | ||
| Session 2 Intermediate Python For ML P1 | |||
| Session 2 Intermediate Python For ML P1 Details | 00:00:00 | ||
| Session 2 Intermediate Python For ML P2 Details | 00:00:00 | ||
| Session 3 Data Manipulation With Pandas | |||
| Session-3 Data Manipulation with Pandas Part-1 Details | 00:00:00 | ||
| Session-3 Data Manipulation with Pandas Part-2 Details | 00:00:00 | ||
| Session-4 Basic Statistics | |||
| Basic_Statistics Details | 00:00:00 | ||
| Session-5 Data Cleaning | |||
| Data Cleaning Details | 00:00:00 | ||
| Assignment 1 and 2 discussion | |||
| ASSIGNMENT1 DISCUSSION PANDAS DATA MANIPULATION AirBNB Details | 00:00:00 | ||
| ASSIGNMENT2 DISCUSSION DATA MANIPULATION BRAZILIAN E-Com Details | 00:00:00 | ||
| SESSION-6 REGRESSION ANALYSIS | |||
| Regression Analysis Details | 00:00:00 | ||
| SESSION-7 LOGISTIC REGRESSION | |||
| Logistic Regression Details | 00:00:00 | ||
| SESSION-8 DECISION TREES | |||
| Decision Trees Details | 00:00:00 | ||
| SESSION-9 FEATURE ENGINEERING | |||
| Feature Engineering Details | 00:00:00 | ||
| ASSIGNMENT 3 DISCUSSION | |||
| Assignment_3_Data_Viz Details | 00:00:00 | ||
| SESSION-10 RANDOM FOREST | |||
| Random Forest Details | 00:00:00 | ||
| SESSION-11 Boosting | |||
| BOOSTING Details | 00:00:00 | ||
| SESSION-12 DRIVER ANALYSIS | |||
| SESSION-12 DRIVER ANALYSIS Details | 00:00:00 | ||
| SESSION-13 TESTING HYPOTHESIS | |||
| SESSION-13 TESTING HYPOTHESIS Details | 00:00:00 | ||
| ASSIGNMENT 6 DISCUSSION | |||
| ASSIGNMENT-6 LOGISTIC REGRESSION DISCUSSION Details | 00:00:00 | ||
| SESSION-14 NLP_DATA_PREPARATION | |||
| NLP_Data_Preprocessing Details | 00:00:00 | ||
| SESSION-15 SENTIMENT ANALYSIS | |||
| SENTIMENT ANALYSIS Details | 00:00:00 | ||
