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Cohort 124 - (Da/Ds/GenAi - SB)
Course content
44 sections | 95 lessons
Expand all sections
Link, Passcode & Updates Section
1 Lessons
High level overview of data science, business intelligence, analytics and data engineering with real world examples
2 Lessons
Basics of Programming and python
3 Lessons
Python data structures, functions
2 Lessons
Exception Handling, Python packages
2 Lessons
Python practice questions
2 Lessons
Object oriented programming concepts in Python
1 Lessons
Overview of pandas for data science
2 Lessons
Overview and implementation of Numpy
3 Lessons
Introduction to Statistics
2 Lessons
Advanced statistics
2 Lessons
Different Statistical tests and their usage.
2 Lessons
Basics of Excel and statistical functions
1 Lessons
Advanced Excel functions
2 Lessons
Introduction to databases and SQL
2 Lessons
Hands-on exercises of SQL
2 Lessons
SQL Joins and window function
2 Lessons
Hands-on practice of advanced SQL topics
2 Lessons
Introduction to Matplotlib and Seaborn and data analysis using Python
2 Lessons
More on Matplotlib and Seaborn with Visualizations
1 Lessons
Introduction and basics of Power BI
2 Lessons
Power BI hands on
2 Lessons
DAX functions in Power BI and cloud deployment
3 Lessons
ML Introduction and Linear Regression
2 Lessons
Linear regression intuition, usage and methodologies.
2 Lessons
Linear regression hands on practice
1 Lessons
Logistic Regression intuition and confusion matrix
2 Lessons
Logistic Regression regression hands on practice
1 Lessons
KNN and Decision Trees theory and hands on practice
2 Lessons
Decision Tree and Random Forest
1 Lessons
Random Forest and K Means Clustering
2 Lessons
Intro to NLP and various techniques
1 Lessons
More about NLP and usage of various methods
2 Lessons
Hands on learning of NLP
1 Lessons
Introduction to Deep Learning
2 Lessons
Hands on Practice Deep Learning
1 Lessons
Hands on Practice Boosting methods
2 Lessons
Gen AI Session
2 Lessons
Gen AI Session
2 Lessons
Gen AI Session
2 Lessons
Gen AI Session
2 Lessons
Career Building Sessions
3 Lessons
27th October
1 Lessons
Resumes building and Sample Interview Questions
16 Lessons
₹100,000
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