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

  • Ananconda Installation for Jupyter notebook IDE and Python
  • 12th and 13th May Class on Strings File
  • List and Tuple File
  • Dictionary File
  • Set File
  • Class Practice Assignment
  • Operators and Conditional Statement - IF Else File
  • Class Assignment - Conditional Statement
  • Loops and Conditional Statement File
  • Function Complete Class File
  • File Handling and Exceptional Handling Class File
  • OOPs Class file
  • Python Basics
  • Operators and String & its Slicing
  • Strings - II
  • List - 1
  • List Tuple and Set
  • Set and Dictionary
  • Operator and Conditional Statement
  • 2nd June operator and conditionalStatement if else file
  • Loops - While
  • Loops - For
  • Function - I
  • Functions - II
  • Functions - III
  • File Handling - Part 1
  • File Handling - Part 2
  • Exceptional handling
  • Exception Handling - II
  • OOPs - Part 1
  • OOps - I
  • OOPs - Part 2 constructor and examples
  • OOPs - Part 3 access modifiers
  • OOPs - Part 3 - access modifiers
  • OOPs - part 4

  Data Analysis - Python

  • Numpy Class Files
  • Pandas Part 1 Files
  • Pandas Part 2 Files
  • EDA - I Univerate File
  • Regular Expressions
  • Web Scraping - I
  • Web scraping - II
  • Web Scraping - I Video
  • EDA BiVariate Files
  • EDA Advanced Plots Files
  • Web Scraping - II Video

  Assignments

  • Variables and Datatypes
  • Strings
  • List and Tuples
  • Sets
  • Dictionary
  • Conditional Statements and Loops
  • Functions
  • Class Assignments
  • Python - Numpy
  • Data Analysis - Pandas
  • Advanced Data VIsualization Assignment
  • Tableau Assignment - 1
  • Tableau Assignment - 2
  • Tableau - Assignment - 3
  • Tableau: - Assignment - 4
  • Statistics - Descriptive Statistics & EDA Assignment
  • Statistics: - Hypothesis Testing Assignment
  • SQL Assignment - I
  • SQL Assignment - II

  Projects

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

  SQL

  • Introduction to SQL and RDMS
  • DDL - Create Table Datatypes and constraints
  • DDL - II
  • DDL Commands Files
  • DML and DDL Commands Files
  • DML Commands
  • Class Task - 1
  • SQL Revision
  • 8th Aug aggregation function and group by
  • 9th Aug - string operations
  • Joins
  • Joins - II
  • 12th Aug
  • Window Function

  Tableau

  • Introduction to Tableau and Desktop Tableau Data Types
  • tableau_intro and data types PDF
  • Sorting Files Types Grouping Data Relationship Filters
  • Class 1 & 2 Files
  • Calculated Fields Tableau Calculation Logical Functions Shapes Font Shading functionalities
  • Number & String Functions Actions on Worksheets Dual axis Models and Forecasting
  • Reference Line & band Clustering Filters at Worksheet level Dash Board making and Story boards
  • July-11-15th Lab Files
  • Special chart and Creating COVID dashboard

  Statistics

  • Intro to Statistics
  • Sampling Techniques and Data and its measures
  • Intro to Statistics and Data its Measures PDF
  • Descriptive Statistics - Part 1 Lab
  • 18th July Descriptive Statistics - Part 1 Lab
  • Descriptive Statistics - Part 2 Lab
  • 19th July Descriptive Statistics - Part 2 Lab
  • 19th July Descriptive Statistics - Part 2 Lab
  • Probability
  • Probability - II
  • Bayes Theorem Class PDF
  • Probability + Random Variables + Probability Distributions PDF
  • Probability Distribution
  • Probability Distribution - Part 2 Normal Distribution
  • CLT
  • 27th july Probability Distributions and CLT Lab File
  • Hypothesis Testing - I
  • 28th July Hypothesis Testing - Part 1 File
  • Hypothesis Testing - II Files
  • Hypothesis Testing - III
  • Chisquared and anaova files
  • Hypothesis Testing - II

  Machine Learning

  • This section has no content published in it.

  Deep Learning

  • This section has no content published in it.

  Technical Assessment - MCQ's

  • Python Technical Assessment
  • Python Coding Questions

  Application Development - Flask

  • HTML
  • CSS
  • HTML and CSS Video
  • Bootstrap
  • Bootstrap and Introduction to Flask Video
  • Introduction to Flask
  • Jinja Templating
  • Login Form Validations
  • Jinja Templating and Form Validations Video
  • How to call variable, Creating loops and conditional Statements in HTML Video
  • Template Inheritance
  • Database Conncetion
  • Database connection with Flask Video

  Placement and Interview Preparation Sections

  • Presentation Skills for Project /Interviews
  • Python Interview Preparation Session
  • Data Analysis Interview Preparation Session
  • SQL Interview Preparation
  • Window Function