Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Course Took Kit (Discord and Mentoring Link)

  • Discord Innomatics Server Community Link
  • Zoom Mentoring Sessions Link
  • Introduction to Data Science and AI

  Python Programming

  • Python Programming Basic
  • Ananconda Installation for Jupyter notebook IDE and Python
  • Intro to Jupyter notebook and basic python File
  • List and Tuple
  • Python Data Structure and inbuilt Functions - List and Strings File
  • String and Dictionary
  • Sets and Over view of Data Structures
  • Conditional Statement and Loops
  • Conditional Statement & loop file
  • Loops and Intro to Functions
  • Functions
  • Functions File
  • OOPs

  Data Analysis - Python

  • OVER VIEW of Data Analysis and Python
  • Numpy
  • Pandas - I
  • Pandas - II
  • All Pandas Files
  • Pandas - III
  • Pandas - IV
  • Visualization and EDA - Part 1
  • Data Sets
  • Visualization and EDA - Part 2
  • All Data Visualization Files
  • Regular Expression
  • Regular Expression & Web Scarping Files
  • Web Scraping - Part 1
  • Web Scraping - Part 2

  Assignments

  • Variables and Datatypes
  • Strings
  • List and Tuples
  • Sets
  • Dictionary
  • Conditional Statements and Loops
  • Functions
  • Data Analysis - Numpy
  • Data Analysis - Pandas
  • Statistics - 1 EDA
  • SQL Assignments - I
  • SQL Assignments - II

  Projects

  • Web Scraping Project Documentation
  • Sample PPT Template
  • Web Scraping Project Final Submissions

  Statistics

  • Intro to Statistics Data Types and Descriptive Statistics Theory
  • Descriptive Statistics Class Excel Sheet
  • Descriptive Statistics - Measure of Dispersion
  • Measure of Dispersion - Skewness and Kurtosis
  • Z Score
  • Basic Stats_Charts_Corr File
  • Charts and Correlation
  • Descriptive Stats Lab File
  • Descriptive Stats Lab
  • Probability - I
  • Probability Lab and Class Notes - Part 1
  • Population and Sampling its Techniques
  • Population and Sampling its Techniques Excel File
  • Probability Distribution
  • Introduction to Hypothesis Testing
  • Hypothesis Testing Intro File
  • Hypothesis Testing - I
  • 2nd Sep Hypothesis Testing - I File
  • Datasets - Car and Loan
  • Hypothesis Testing - II
  • Case Study - I
  • Case Study - II

  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

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  Placement Assessment Section

  • Python, Data Analysis and Statistics Quiz - Interview Preparation SET - A - 31st Oct

  Placement Team Activity

  • 8th Oct - Presentation Skills
  • 15th Oct - Resume Building Session
  • 22nd Oct - Presentation Skills Session