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
  • Basic Python Programming File
  • String Files
  • List and Tuple
  • sets dictionary 28th July
  • Conditional Statement and Loops File 29th July
  • If If_else_while loops PDF
  • LOOPS_and_Conditional_Statements File
  • Functions File
  • File and Exceptional Handling
  • Inheritance and OOPS Lab File
  • OOPS - I File
  • 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 Using Python

  • Numpy - I
  • Numpy - II and Pandas Intro
  • Pandas - II
  • Pandas File
  • Numpy File
  • Matplotlib File
  • Seaborn File
  • Diamonds Dataset
  • Data_cleaning_diamonds File
  • Descriptive Stats and EDA File
  • Regular_expressions File
  • Web Scraping File
  • 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
  • Web Scraping - I Video
  • Web Scraping - II Video

  Assignments

  • Variables and Datatypes
  • Strings
  • List and Tuples
  • Sets
  • Dictionary
  • Conditional Statements and Loops
  • Functions
  • Test - 1
  • Data Analysis - Numpy
  • Data Analysis - Pandas
  • Data Analysis - Visualization

  Projects

  • Web Scraping Project Final Submissions
  • Web Scraping With EDA
  • Web Scraping Project Documentation
  • PPT Template
  • Portfolio
  • Telephone Directory Using Flask
  • CRUD Operations using Flask

  SQL

  • MySQL Workbench Installation Processor
  • MySQL_Installation Processor
  • SQL I - Intro Databases and SQL Basics
  • SQL II - Data Import and Retrieval
  • SQL - III
  • SQL IV - Constraint

  Statistics

  • Intro to data and its measure + Central Tendency
  • Central Tendency
  • Coorelation
  • Probability - I
  • correlation Class File
  • Probability - I File
  • Descriptive Statistics Material
  • Random Variables
  • Random Variables PDF
  • Normal Distribution
  • Recap of the Probability Distributions
  • Sampling Techniques and CLT
  • Transformation
  • Confidence Interval(CI) using z Stast and t Stats
  • Problem solving on z stat and t - stats and Bootstraping technique for finding CI
  • Hypothesis Testing - Part 1
  • Booststraping file
  • Hypothesis Testing File
  • qq plots file
  • transformation file
  • Hypothesis Testing Steps - Parametric Test t Test and z Test

  Tableau

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  Machine Learning

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  Deep Learning

  • This section has no content published in it.

  Application Development - Flask

  • HTML
  • Class Notes Day-1
  • CSS
  • What is Flask and Basics of HTML Video
  • CSS Video
  • Bootstrap
  • Introduction to Flask
  • Bootstrap Video
  • Intro to Flask video
  • Jinja Templating Code File
  • Jinja Templating Video
  • Creating forms code file
  • Creating forms Video
  • Login Validation File
  • Login Validation Video
  • Template Inheritance
  • Template Inheritance and Python Revision Video
  • Database Connection using Flask
  • Database connection using Flask Video