Course Curriculum Batch 2021 - ML Nov (1) (1)

S. No.

Topic

Date

Time

1

Python (Internals, do’s and don’ts) Architecture, Data Structure

11/11/2021

6:00 PM - 8:00 PM

2

Data Analysis , Manipulation with numpy and pandas Python data science package to manipulate, calculate and analyze data.

18/11/2021

6:00 PM - 8:00 PM

3

"Exploratory Data Visualization in Python with matplotlib Learn how to explore, visualize, and extract insights from data."

30/11/2021

6:00 PM - 8:00 PM

4

Statistical Thinking in Python (Part 1) Build the foundation you need to think statistically and to speak the language of your data

09/12/2021

6:00 PM - 8:00 PM

5

Supervised Learning and UnSupervised Learning Classification, Regression, Fine-tuning your model

13/12/2021

6:00 PM - 8:00 PM

6

Supervised Learning and UnSupervised Learning Logistc Regression

14/12/2021

6:00 PM - 8:00 PM

7

Supervised Learning and UnSupervised Learning SVM, Linear Regression

16/12/2021

6:00 PM - 8:00 PM

8

Preprocessing for Machine Learning in Python Introduction to Data Preprocessing, Standardizing Data

20/12/2021

6:00 PM - 8:00 PM

9

Tree Based Models Classification and Regression Trees

21/12/2021

6:00 PM - 8:00 PM

10

Machine Learning Project "Use data science packages, analysis, visualization, create model, extract pure data etc."

23/12/2021

6:00 PM - 8:00 PM

11

Introduction to Neural network Feed Forward Neural Network, Back Propagation, Fully Connected layer

27/12/2021

6:00 PM - 8:00 PM