Implementing Python for Machine Learning

Course Summary

5 Days Deep Dive

Starts with Python Basics

Machine Learning Basics 

Supervised and Unsupervised  Algorithms Overview

NumPy, SciPy and Pandas   

Scikit-Learn 


Fees: INR 75,000 +  taxes                                                                                                                           

 

Course Flow

Running Python

Data Structures and Operators

Conditions and Loops

Strings

Files

Lists

Dictionaries

Tuples

Functions

Sockets

XML and JSON

Vextors |Matrices | Linear Algebra Basics

Calculus Basics

Probability Basics

Supervised Learning Algorithms Overview

Unsupervised Learning Algorithms Overview

NumPy

SciPy

Pandas

Scikit-Learn

TensorFlow                                                                                                                                                    


Course Prerequisites

No Programming Knowledge required

High School Math   

                                                                                                                                                                      

Hardware and Software

Laptop

Python Anaconda

Sublime Text                                                                                                                                                

Course Takeaway

Coursware

Scripts

Loads of Knowledge