Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Course Took Kit (Discord and Mentoring Link)

  • Discord Innomatics Server Community Link
  • Zoom Mentoring Sessions Link

  Python Programming

  • Ananconda Installation for Jupyter notebook IDE and Python
  • Intro to Python Programming File
  • String File
  • List and Tuple File
  • Set File
  • Dictionary File
  • Operators and IF-ELSE-IF Conditonal Statement
  • Loops and Conditional Statement File
  • Functions File
  • OOPs File

  Data Analysis Using Python

  • Numpy Files
  • Pandas Files
  • Pandas Datasets
  • EDA Files
  • Numpy - Part 1
  • Numpy - Part 2
  • Pandas - Part 1 Series and DataFrame
  • Pandas2_Modifying and Sorting _iloc and loc
  • pandas_3 and pandas 4 groupby and multii indexing
  • Concationation Joins Missing data and duplicate data time
  • Pandas Adv Functions and Regular Expression
  • Descriptive Statistics - I
  • Descriptive Statistics - II
  • Descriptive Statistics - III
  • Matplolib and EDA Univariate
  • EDA Bi and MultiiVariate
  • EDA Advanced
  • Regular Expression - Part 1
  • Reg ex Continuation - Part 2 and Web Scraping - Intro
  • Web Scraping - Part 2
  • Visualization - Matplotlib
  • Visualization - Seaborn

  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
  • SQL Assignments - I
  • SQL Assignments - II

  Projects

  • Web Scraping Project Final Submissions
  • Web Scraping Project Documentation
  • Web Scraping With EDA

  SQL

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  Tableau

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  Statistics

  • Descriptive Stats Class PDF
  • Data Analysis Lab File
  • Descriptive Stats Class File
  • Descriptive Stats Lab File
  • Probability Intro Class Note PDF
  • Probability Bayes File
  • Probability Distribution File
  • Binomial Distribution
  • Descriptive Stats Class
  • Probability - 1
  • probability - II
  • probability - III

  Machine Learning

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  Deep Learning

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