Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Welcome to the Course

  • Zoom Mentoring Sessions
  • Innomatics Discord Community Link

  Assignments

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

  Projects

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

  Python Programming

  • Intro and String Files
  • Strings files
  • if else and while loops files
  • Lists
  • Tuples
  • Dictionaries
  • List_Tuples_ipynb
  • Sets_ipynb
  • Dictionary_ipynb
  • Functions
  • Class and Objects
  • PDF on Functions_Modules_Method overloading Operators PDF
  • classes and objects
  • Intro to CS in Python Methods
  • Intro to CS in Python Classes and Objects

  Data Analysis - Python

  • Numpy_1
  • Numpy Files
  • Numpy_II
  • Pandas
  • Statastics
  • Pandas_II
  • MatplotLib
  • Matplotlib and Seaborn
  • Matplotlib_Seaborn
  • Descriptive Statastics and EDA
  • Descriptive Statastics and EDA_II
  • Pandas
  • Regular Expression
  • Web Scraping - 1
  • Web Scraping - II
  • Regular_expressions_Webscraping_Descriptive_stats

  Machine Learning

  • This section has no content published in it.

  Deep Learning

  • This section has no content published in it.

  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

  Application Development With Flask

  • HTML Files
  • HTML and CSS
  • Bootstrap
  • HTML and CSS Video
  • Bootstrap and Intro to Flask
  • Introduction to Flask
  • Flask class - II
  • Jinja Templating Video
  • Jinja Templating Class Files
  • Login using Flask
  • Login Using Flask Video
  • Template Inheritance
  • Database connection using Flask
  • Database Connection with Flask VIdeo

  Interview and Placement Activities

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

  Quiz

  • Introduction to Statistics
  • Descriptive Statistics

  Revision - Data Analysis and Stats

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