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
  • 26th May Overview of Jupter Data types and Variables File
  • 27th May String - 1 File
  • Intro to Python Programming basics and Operators File
  • Strings Class File
  • 1st June List Class File
  • List and Tuple Class File
  • Dictionary File
  • 9th June Conditional Statement - IF File
  • 13th June Conditional Statement File
  • 15th June Loops File 1
  • 16th June Loops Exercises File
  • 17th June Loops Exercises - II
  • 20th June Conditional Statment and Loops exercise File
  • 21st June More Exercise on Loops and Intro to Functions File
  • 22nd Functions Files
  • 23rd June Functions - II File
  • 27th June File and Exception handling Files
  • 28th & 29th June OOPs - Part 1
  • 30th June OOPS - part 2
  • Python Basics
  • Operators and String & its Slicing
  • Strings - II
  • List - 1
  • List Tuple and Set
  • Set and Dictionary
  • Operator and Conditional Statement
  • Loops - While
  • Loops - For
  • Function - I
  • Functions - II
  • Functions - III
  • File Handling - Part 1
  • File Handling - Part 2
  • Exceptional handling
  • Exception Handling - II
  • OOps - I
  • OOPs - Part 2 constructor and examples
  • OOPs - Part 3 - access modifiers
  • OOPs - part 4

  Data Analysis - Python

  • 1ST jULY Numpy _ Part 1 FILE
  • 6th July Numpy
  • 7th July Numpy Files
  • 12th Numpy Files
  • Pandas - 1 Files DataFrame indexing describe_info_arithmetic operations_insert_join_ merge_ cut.
  • Pandas - II Pandas inner left right outer joins
  • July 15th Pandas group_by, pivot_table, saving and loading
  • 18th July pandas slicing_ headtail_ nlargestnsmalles_ betweenisin_ strcontains_ apply_ map
  • 19th July pandas and matplolib file
  • july 20th matplolib Files
  • 21st July Plots and mean median and mode.
  • 22nd July Statistics File
  • 25th July Stats - Skewness IQR range quartiles outliers boxplot
  • 26th July Univariate removing outliers using IQR, Bivariate, correlation,
  • 27th July Covariance Continuous _ categorical variables covariance matrix File
  • 30th July heatmap, corr matrix; Finished regex patterns;
  • Web Scraping
  • Web Scraping - I Video
  • Web Scraping - II Video
  • Numpy - I
  • Numpy - II
  • Numpy - III
  • Numpy - IV
  • Descriptive Statistics - I
  • Descriptive Statistics - II
  • Descriptive Statics - III
  • Pandas - I
  • Pandas - II
  • Pandas - III
  • Pandas - IV
  • Pandas - V Missing Data
  • Pandas - VI
  • Matplotlib and EDA Univariate.
  • EDA - Univeriate Part 2 and Bivariate Part - 1
  • EDA - Bivariate and Advanced
  • Regular Expression - Part 1
  • Regular Expression - Part 2

  Assignments

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

  Projects

  • Web Scraping With EDA
  • Web Scraping Project Documentation
  • Sample PPT Template

  SQL

  • MySQL Workbench Installation Processor
  • MySQL_Installation Processor

  Tableau

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  Statistics

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  Machine Learning

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  Deep Learning

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  Placement and Interview Preparation Sections

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  Application Development - Flask

  • HTML
  • HTML and CSS
  • HTML and CSS Video