Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Welcome to the Course

  • Innomatics Discord Community Link
  • Zoom Mentoring Session Links

  Python Programming

  • Introduction
  • String
  • Lists and Tuples
  • List and Tuple Files
  • Set Files
  • Dictionary Files
  • sets_and_dictionary
  • If else and Loops Files
  • Functions File
  • Intro to CS python
  • Intro_to_class_and_objects_in_Python
  • class and objects

  Data Analysis - Python

  • Numpy_1
  • Numpy_II
  • Numpy Files
  • Pandas
  • Statastics
  • Pandas - II
  • Matplotlib
  • Matplolib and Seaborn
  • Matplotlib and seaborn Files
  • Descriptive Stats and EDA
  • Descriptive Statastics and EDA_II
  • Regular Expression
  • Web Scraping - 1
  • Web Scraping - II
  • Regular_expressions_Webscraping_Descriptive_stats

  Assignments

  • Python - String
  • Python - List and Tuple
  • Python - Sets and Dictionary
  • Python - Conditional Statement and Loops
  • Data Analysis - Numpy Assignment
  • Python - Functions
  • Data Analysis - Pandas Assignment
  • Probability Assignment
  • Stats - EDA Assignment
  • Hypothesis Testing

  Projects

  • Web Scraping with EDA Project
  • Innomatics PPT Template for Presentation
  • Portfolio
  • Telephone Directory Using Flask
  • CRUD Operations using Flask

  Statistics

  • Statistical Sampling
  • Material_2
  • probability
  • Discrete Probability Distributions
  • Normal Distribution
  • Normal distribution lab
  • Central limit Theorem
  • Hypothesis testing
  • Confidence intervals
  • Point Estimate
  • Hypothesis_testing_2
  • Inferential Statistics Quiz Answers

  SQL and Tableau

  • MySQL Installation Step by Step Procedure
  • MySql Installation Processor File
  • Data its types and Introduction to SQL
  • SQL - II Basics and First Command
  • SQL - III Lab Session
  • SQL - IV Lab
  • SQL - V Lab
  • SQL - VI Lab
  • SQL - VII Lab
  • SQL All Lab Files and Material

  Machine Learning

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  Deep Learning

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  Quiz

  • Introduction to Statistics

  Revision - Data Analysis and Stats

  • Data Analysis - I
  • Lab File - I
  • Data Analysis - II
  • Lab File - II
  • Statistics - I
  • Statistics - II
  • Stats PDF
  • Stats Lab File
  • Hypothesis Testing
  • Hypothesis Testing Problems

  Application Development - Flask

  • HTML Class Files
  • HTML and CSS
  • Bootstrap
  • Day - 1 Video
  • Flask Introduction
  • Day-2 Video
  • Jinja Templating
  • Day-3 Video
  • Login using Flask
  • Telephone Directory
  • Flask redirect
  • Day-4 Video
  • Template Inheritance
  • Database connection with Flask
  • Database Connection

  Interview and Placement Activities

  • Mastering LinkedIn Session for Effective Job Search
  • Python Interview Preparation Session
  • Resume Building Session