ML

Build your first ML model using Python

Data Science is one of the fastest growing fields in technology. Get the dream job of Data scientist by mastering the skills you need to analyze data with SQL and Python.

Objective of the program

  • Build your first Machine Learning model using Python
  • Learn Python from beginner to expert level

Topics Covered

  • Introduction to Machine Learning
  • Operators
  • Variables & Data types
  • Conditional Statements & Loop
  • Data Structures
  • Functions
  • Standard Libraries
  • Numpy
  • Data Visualization using Matplotlib
  • Pandas
  • Build your first ML model

Why choose this program?

  • Certification Program
  • Self paced, with tons of additional learning materials to refer
  • No prior programming knowledge needed
  • A dedicated mail id for query support and guidance, unlike other online courses
  • 11 modules – Step by step approach to guide you from basics
  • 2 Assignments for practice
  • Quiz for every module to test your understanding

Key Takeaways

  • Learn Python from the basics
  • Understand how AI is implemented
  • Get market ready by creating your first AI Prediction Machine

For queries, contact mentor@myshiksha.co.in

  • Introduction to Machine Learning
  • Machine Learning Overview
  • Machine Learning Approaches
  • Machine Learning Implementation & Fundamental Theories
  • Languages to Implement Machine Learning
  • Python for Machine Learning
  • Python Installation
  • Introduction to ML- Quiz
  • Understanding Operators
  • Bitwise and Membership Operators
  • Operators in Python
  • Operators- Quiz
  • Python Notebooks for Operators

 

  • Understanding Data types and Variables
  • Data types and Variables in Python
  • Variables and Data types- Quiz
  • Python Notebooks for Variables and Data types
  • Understanding Data Structures
  • Lists in Python
  • Dictionary, Tuples and Sets in Python
  • Python Notebooks for Data Structures
  • Data Structures- Quiz
  • Understanding Conditional Statements and Loops
  • Python Loops
  • Conditional Statements in Python
  • For Loops in Python
  • While Loops in Python
  • Conditional Statements and Loops- Quiz
  • Python Notebooks for Conditional Statements and Loops
  • Understanding Functions
  • Built-in Functions in Python
  • User defined Functions in Python
  • Lambda Functions in Python
  • Python Notebooks for Functions
  • Functions- Quiz
  • Assignment 1:Functions
  • Solution to Assignment 1
  • Understanding Standard Library, Modules and Packages
  • Numpy Library
  • Numpy in Python
  • Python Notebooks for Numpy
  • Numpy- Quiz
  • Understanding Matplotlib Library
  • Charts using Matplotlib Library
  • Histogram and Scatter plot in Python
  • Box plot, Pie chart and Bar chart in Python
  • Python Notebooks for Matplotlib
  • Matplotlib- Quiz
  • Understanding Pandas Library
  • Pandas Dataframes
  • Python Notebooks for Pandas
  • Pandas- Quiz
  • Assignment 2; Pandas
  • Solution to Assignment 2
  • Titanic: Problem Description
  • Approach to Solution: Logistic Regression
  • Build your first ML model: EDA
  • Build your first ML model: Preparing Data
  • Build your first ML model: Logistic Regression
  • Build your first ML model- Quiz
  • Python Notebooks

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