Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Welcome to Course

  • Discord Community - Innomatics Link
  • Zoom Mentoring session Links

  Python Programming

  • Ananconda Installation PDF Processor
  • Python Programming
  • Python Data Structures
  • Python Control Statements
  • Python Functions _Modules
  • File Handling_Datetime
  • Python_updated_material
  • OOPs

  Assignments

  • Python - String Assignment
  • Python - List and Tuple
  • Python Quiz
  • Sets and Dictionaries
  • Python - Conditional Statement and Loops
  • Python - Functions and Methods
  • Python - Class and Object
  • Python - Filter Map and Reduce Assignment
  • Numpy_1
  • Numpy_2
  • Data Analysis - Pandas
  • Stats - EDA Assignment
  • Tableau Dashboard Assignment
  • Hypothesis Testing

  Projects

  • Telephone Directory
  • Innomatics Poject Student Template
  • Portfolio
  • Telephone Directory Using Flask
  • CRUD Operations using Flask
  • Web Scraping with EDA Project
  • MySQL Project

  Data Analysis - Python

  • Numpy_1
  • Numpy_2
  • Pandas - 1 File
  • Car dataset
  • Numpy_pandas_Matplotlib_complete_files
  • Matlplotlib Day - 1 & 2 and Automobile dataset Files
  • Matplotlib_29Dec
  • EDA FILE - 1
  • EDA - II File
  • Complete EDA File
  • Regular Expression File
  • Web Scraping
  • Regular_Expressions_Web scraping
  • Web Scraping Complete

  Statistics - Classroom

  • Descriptive Statistics PDF
  • Descriptive Statistics Lab
  • Descriptive Statistics Lab II
  • Probability PDF
  • Contingency Dataset
  • Probability Distributions Lab File
  • Normal Distribution Lab
  • CLT Lab
  • Hypothesis Testing Lab

  Statistics - Videos

  • Introduction to Statistics
  • Descriptive Statistics
  • Descriptive Statistics Code
  • Descriptive Statistics Code File
  • Descriptive Statistics Code II
  • Descriptive Statistics Code File II
  • Probability I
  • Probability II
  • Probability and Bayes PDF
  • Descriptive Stats Complete File Code
  • Probability Random Variables
  • distributions - 1
  • Probability distributions
  • Probability Distribution - II
  • Normal Distribution and CLT
  • Normal_distribution
  • CLT and Confidence Interval
  • Revision and Problems on Distributions
  • Confidence Interval
  • Hypothesis Testing - 1
  • Statistical Tests Lab
  • T Test
  • Z Test and Chi Square Test
  • Z Test and Chi Square Test Material
  • ANOVA
  • ANOVA Lab

  SQL

  • MySQL Installation Processor
  • MySql Installation Processor File
  • Intro to Data Base and SQL
  • SQL Lab - 1 File
  • SQL Lab - 1
  • SQL Lab - 2
  • SQL Lab - 2 Files
  • SQL Lab - 3
  • SQL Lab - 3 Files
  • SQL Lab - 4
  • SQL LAb - 4 File
  • SQL Lab - 5 Joins Merges Concepts
  • SQL Lab - 5 Files
  • SQL Lab - 6
  • SQL Lab - 6 Files
  • SQL Lab - 7
  • SQL Lab 7 Files

  Tableau

  • Introduction to the Tableau and Data Types
  • Day 2 - Various Filters and Data Manipulations
  • Day 3 - Advance filters, parameters, mark tab, calculated field, dual axis
  • Day 1 , Day 2 and Day 3 Class Files
  • Day 4 - Analytics in Tableau
  • Day 5 - Tooltips, Dual Asix, Geo Plots, Actions on worksheet Pages
  • Day 6 - Dashboard ( Formatting, navigation ) Story Board and Publishing of Tableau Workbook
  • Day 7: Advance Charts, LIVE PROJECT and Assignment Explanation
  • Tableau All Classes Complete Lab File

  Machine Learning

  • This section has no content published in it.

  Deep Learning

  • This section has no content published in it.

  Application Development with Flask

  • HTML
  • CSS
  • Bootstrap
  • Flask Introduction
  • Day5_jinja_templating
  • HTML and CSS Video
  • Bootstrap and Flask Intro Video
  • Jinja Templating Video
  • Login Using Flask
  • Login Validation Using Flask
  • Template Inheritance using Flask
  • Database Connection with Flask
  • Database Connection Video

  Placement Team Activities

  • Mastering LinkedIn Session for Effective Job Search
  • Python Data Analysis Interview Preparation Session
  • Resume Building Session

  Quiz

  • Introduction to Statistics
  • Descriptive Statistics