Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Course Took Kit (Discord and Mentoring Link)

  • Discord Innomatics Server Community Link
  • Zoom Mentoring Sessions Link
  • Intro to Data Science
  • Intro to Data Science - II

  Python Programming

  • Ananconda Installation for Jupyter notebook IDE and Python
  • Anaconda Installation and Basic Programming understanding
  • Python Syntax
  • Python-1
  • Basic Programming
  • Variables
  • Operators and Strings - I
  • Strings - II
  • Strings - III
  • Strings - III
  • Python Syantax File
  • Strings File
  • string-indexing and slicing File
  • String Methods File
  • type conversion File
  • Operators
  • List
  • List Methods
  • List File
  • Tuple Set and Dictionary
  • Dictionary - II and Conditional Statement
  • Tuple File
  • Loops While
  • While Loops
  • For loops
  • List method File
  • Set File
  • Dictionary File
  • if and else File
  • While loop File
  • operators File
  • For Loops more indetail
  • More Revision on Loops and Conditional Statement
  • Loops and Conditional Statement More Exercises - Part 2
  • Functions
  • Modules and Packages
  • List and Dictionary Comprehensions
  • Map Filter and Reduce - Functions
  • Map Filter and Reduce - Functions - II
  • OOPs - I
  • OOPs - II
  • OOPs - III
  • Packages files
  • List and dict comprehension Files
  • Map Filter and reduce File
  • higher-order-functions File
  • OOPs - 1 File
  • OOPs - 2 File
  • oops_Inheritance File
  • ploymorphism File
  • OOPs - IV
  • Encapsulation
  • Abstraction and Exceptional Handling
  • Encapsulation File
  • Abstraction and Exceptional Handling File
  • Polymorphism File

  Data Analysis Using Python

  • Data Analysis Overview
  • Statistics Big Picture - Descriptive and Inferential , Data & Measures
  • Descriptive Stats - Central Tendency
  • Descriptive Stats - Measure of Dispersion
  • Measure of Dispersion - Part 2 and Numpy Basics
  • Numpy - Part 2

  Assignments

  • Python - Variables and Datatypes
  • Python - Strings
  • Python - List and Tuples
  • Python - Sets
  • Python - Dictionary
  • Python - Conditional Statements and Loops
  • Python - Functions
  • Python - Class and Object
  • Data Analysis - Numpy
  • Data Analysis - Pandas
  • Data Analysis - Visualization

  Projects

  • This section has no content published in it.

  SQL

  • This section has no content published in it.

  Tableau

  • This section has no content published in it.

  Statistics

  • This section has no content published in it.

  Machine Learning

  • This section has no content published in it.

  Deep Learning

  • This section has no content published in it.