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 Files
  • List and Tuple Files
  • Sets File
  • Dictionary Files
  • LOOPS and Conditional Statements File
  • Operators and IF-ELSE-IF Files
  • FUNCTIONS Files
  • File Handling File
  • 27th July OOPS - 1
  • 29th July OOPS File
  • File and Exceptional Handling File 29th July
  • 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

  • Numpy 1st aug File
  • Numpy aug 2nd File
  • Numpy complete File 3rd Aug
  • Intro to Statistics and Sampling PDF
  • Descriptive_Statistics
  • Datasets
  • Pandas - Series and DataFrame
  • IQR Implementation File
  • Pandas - Indexing and Slicing
  • pandas_mutable_operations File
  • Duplicates_Datetime- File
  • Missing Data File
  • Groupby_Crosstab_Pivot File
  • Pandas - Concatenation and Merge File
  • Pandas Advanced Functions Files
  • Matplolib File
  • Matplolib Part 2
  • apply, applymap, multiindexing File
  • EDA Univeraite
  • EDA_ Bivariate and Adv Plots Files
  • 5th Sep Regex File
  • Regex Complete File
  • Web Scraping File - Part 1
  • Web Scraping - II 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

  • 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

  • PPT Template for Web Scraping Project
  • Web Scraping Project Final Submissions

  SQL

  • MySQL Workbench Installation Processor
  • MySQL_Installation Processor
  • Intro to SQL
  • DDL and DML Commends
  • Aggregations and groupby
  • SQ L Constrains
  • Joins
  • Advance functions in sql
  • case statement and stored procedures

  Tableau

  • This section has no content published in it.

  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
  • Confidence Interval(CI) using z Stast and t Stats
  • Hypothesis Testing - Part 1
  • Hypothesis Testing File
  • Booststraping file
  • qq plots file
  • transformation file
  • Hypothesis Testing Steps - Parametric Test t Test and z Test

  Machine Learning

  • This section has no content published in it.

  Deep Learning

  • This section has no content published in it.

  Application Development - Flask

  • Introduction to Flask
  • HTML - I
  • HTML - 1 Video
  • HTML and CSS
  • HTML and CSS Video
  • Bootstrap
  • Bootstrap Video
  • Introduction to Flask
  • Introduction to Flask Video
  • Introduction to Flask - II
  • Introduction to Flask - II Video
  • Calling python variable inside HTML
  • Calling python variable inside HTML Video
  • Jinja Templating
  • Jinja Templating Video
  • Login Validation Video
  • Login Validation Files
  • Template Inheritance
  • Template Inheritance Video
  • Database Connection Using Flask Files
  • Database Connection Using Flask Video