https://campusx1040.graphy.com/s/preview/courses/CampusX-Data-Science-Mentorship-Program#6376dbd8e4b065a4cadac4db https://www.youtube.com/watch?v=1z5-O7-5AXk&list=PLKnIA16_RmvbAlyx4_rdtR66B7EHX5k3z
CampusX Data Science Mentorship Program
Session 1 - Python Fundamentals | CampusX Data Science Mentorship Program | 7th Nov 2022
Session 2 - Operators + If-Else + Loops | CampusX Data Science Mentorship Program | 8th Nov 2022
Session 3 - Python Strings | CampusX Data Science Mentorship Program | 9th Nov 2022
Programming Problems on Strings | Session 3 Supplementary Session
Session 4 - Lists in Python | Data Science Mentorship Program(DSMP) 2022-23
Session 5 - Tuples + Sets + Dictionary | Data Science Mentorship Program(DSMP) 2022-23
Session 6 - Functions in Python | Data Science Mentorship Program(DSMP) 2022-23
OOP Part 1 | Class & Object | Data Science Mentorship Program(DSMP) 2022-23
OOP Part 2 | Encapsulation & Static Keyword | Static | Data Science Mentorship Program(DSMP) 2022-23
OOP Part 3 | Inheritance & Polymorphism | Static | Data Science Mentorship Program(DSMP) 2022-23
What is Abstraction | OOP Concept | Python
Session 10 - File Handling + Serialization & Deserialization | DSMP 2022 - 23
Session 11 - Exception Handling & Modules and Packages | DSMP 2022 - 23
Session 12 - Decorators & Namespaces | DSMP 2022 - 23
Recursion using Python | Recursion with examples | Memoization
What is Iterators in Python?
Generators in Python | Advanced Python Programming
Session 13 - Numpy Fundamentals | Data Science Mentorship Program (DSMP) 2022-23 | Free Session
Resume Building for Data Scientist | Career Pe Charcha | DSMP 2022-23
Session 14 - Advanced Numpy | Data Science Mentorship Program (DSMP) 2022-23 | Free Session
Session 15 - Numpy Tricks | Data Science Mentorship Program (DSMP) 2022-23 | Free Session
Session 16 - Pandas Series| Data Science Mentorship Program (DSMP) 2022-23 | Free Session
Session 17 - Pandas DataFrame | Data Science Mentorship Program (DSMP) 2022-23 | Free Session
Important Series Methods | Supplementary Session | DSMP 2022-23
Session 18 - Important DataFrame Methods | Data Science Mentorship Program (DSMP) 2022-23
Session 19 - GroupBy Object in Pandas | Data Science Mentorship Program (DSMP) 2022-23
Session 20 - Merging, Joining & Concatenating | DSMP 2022-23
Session 21 - MultiIndex Series and DataFrames | DSMP 2022-23
Session 22 - Vectorized String Operations | DateTime in Pandas | Pivot Table | DSMP 2022-23
Session 23 - Plotting using Matplotlib | DSMP 2022-23
Session 24 - Advanced Matplotlib | DSMP 2022-23
Session 25 - Plotting using Seaborn | DSMP 2022-23
Session 26 - Plotting using Seaborn Part 2 | DSMP 2022-23
Session 27 - Data Gathering | Data Analysis Process | DSMP 2023
Session 28 - Data Assessing and Cleaning | DSMP 2022-23
Build a Data Scientist's Dream LinkedIn Profile with ChatGPT
Session 29 - Exploratory Data Analysis | Data Analysis Process | DSMP 2022-23
Session 30 - Database Fundamentals | DSMP 2022-23
Session 31 - SQL DDL Commands | DSMP 2023
Session 32 - SQL DML Commands | DSMP 2023
Session 33 - SQL Grouping + Sorting | DSMP 2023
Career Pe Charcha - Soft Skills Masterclass | DSMP 2023
Session 34 - SQL Joins| DSMP 2023
Session 35 - Subqueries in SQL | DSMP 2023
Session 36 - Window Functions in SQL | DSMP 2023
Session 37 - Window Functions Part 2 | SQL Tutorials
Session 37 (Cont..) - Window Functions Part 3 | SQL Tutorial
Session 38 - Descriptive Statistics Part 1 | DSMP 2023
Session 39 - Descriptive Statistics Part 2 | DSMP 2023
Session 40 - Probability Distribution Functions - PDF, PMF & CDF | DSMP 2023
Session 41 - Normal Distribution | DSMP 2023
Session 42 - Non-Gaussian Probability Distributions | DSMP 2023
Session 43 - Central Limit Theorem | DSMP 2023
Session 44 - Confidence Intervals | DSMP 2023
Session 45 - Hypothesis Testing Part 1 | DSMP 2023
Session 46 - Hypothesis Testing Part 2 | p-values | t-tests | DSMP 2023
Supercharge Your ML Journey: Mastering Vectors in Linear Algebra - Part 1
Linear Algebra Part 2 | Matrices
Introduction to Machine Learning
Simple Linear Regression | Lecture 49 | DSMP 2023
Session 50 - Multiple Linear Regression | DSMP 2023
Level Up Your Data Science Skills with ChatGPT | Unlock the Secrets of AI-Assisted Learning
100 Days of Machine Learning https://www.youtube.com/watch?v=ZftI2fEz0Fw&list=PLKnIA16_Rmvbr7zKYQuBfsVkjoLcJgxHH
campusx sql https://www.youtube.com/watch?v=nopIGY1zJE0&t=8307s&pp=ygULY2FtcHVzeCBzcWw%3D
campusx python dsa https://www.youtube.com/watch?v=f9Aje_cN_CY&t=13748s&pp=ygUOY2FtcHVzeCBweXRob24%3D