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
  • Anaconda Software
  • Introduction_Python File
  • string file
  • List and Tuple File
  • Dictionary File
  • Sets File
  • conditional Statement - If Else File
  • Loops File
  • Functions File
  • File Handling and Exceptions File
  • Basic Programming
  • Basic Programming - II
  • Strings - I
  • String - II
  • List and Tuple
  • List and Tuple - II
  • Dictionary and Conditional Statement -I
  • Conditional Statement -II
  • Conditional Statement and Loops - III
  • Functions - I
  • Functions - II
  • Modules and Problem Solving - Part 1
  • Problem Solving - Part 2
  • Exceptional Handling and OOPS
  • OOPs - II
  • OOPs - III
  • Problem Solving
  • OOPs File s
  • Class and Objects Files
  • Inheritance

  Data Analysis Using Python

  • Numpy File
  • Statistics File
  • Pandas - I File
  • Diamond File
  • data cleaning and matplotlib File
  • Numpy - I
  • Numpy - II
  • Pandas - I
  • 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 File
  • Regular Expression - Part 1
  • Reg ex Continuation - Part 2 and Web Scraping - Intro
  • Web Scraping - Part 2
  • Visualization - Matplotlib
  • Visualization - Seaborn

  Assignments

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

  Projects

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

  SQL

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  Tableau

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  Statistics

  • Descriptive Statistics - Part 1
  • Descriptive Statistics - Part 2
  • Proabability - Part 1
  • Probability - Part 2
  • Probability Combinatorics,and Bayes theorem PDF File
  • Bayes theorem
  • Random Variable
  • Discrete and Continues Distribution
  • Normal Distribution
  • Sampling Techniques
  • Probability distributions, sampling, point estimate File
  • Normal Distribution Lab and CLT
  • CLT Continuation and Hypothesis Testing

  Machine Learning

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  Deep Learning

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