Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Course Took Kit (Discord and Mentoring Link)

  • Discord Innomatics Server Community Link
  • Zoom Mentoring Sessions Link

  Orientation Session

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  Python Programming

  • Introduction Session
  • Basic Commands
  • Jupyter Notebook Fundamentals
  • Python Operators
  • Python Operators - II
  • Strings
  • List
  • Tuple and Sets
  • Dictionary
  • Operators File
  • Conditional Statement - if else File
  • if else and While Exercise Class
  • FOR Loop Class File
  • Loops - II
  • Nested FOR Loop
  • Simple Modules and Functions - 1
  • While LOOP
  • Functions
  • Lambda Functions
  • Functions_NestedLoops

  Data Analysis - Python

  • Numpy - I
  • Numpy 2 and 3 Class file
  • Numpy - II
  • Pandas - I
  • Pandas - II & 3 Subsitting and Basic Understanding File
  • Pandas Exercise
  • Pandas groupby
  • Missing Data Files
  • Advanced Pandas Class File
  • Uni Variate Analysis
  • Bi Variate Analysis
  • File Handling and Exception Handling
  • Class and Objects
  • Regular Expressions
  • Regex - sandeep
  • Regular Expression Complete File
  • Web Scraping File

  Assignments

  • Variables and Datatypes
  • Strings
  • List and Tuples
  • Sets
  • Dictionary
  • Conditional Statements and Loops
  • Functions
  • Numpy Assignment
  • Data Analysis - Pandas
  • Data VIsualization Assignment
  • Probability Assignment
  • Statistics - EDA Assignment
  • Hypothesis Testing Assignment
  • SQL Assignment - I
  • SQL Assignment - II
  • sample

  Projects

  • Web Scraping Project Class File
  • Web Scraping Project Documentation
  • Web Scraping Class video
  • Portfolio
  • Telephone Directory Using Flask
  • CRUD Operations using Flask
  • Web Scraping Project Final Submissions

  Tableau Module

  • Tableau Installation Procedure Files
  • Day 1 Tableau File
  • Tableau - 1 Introduction
  • Super Store Dataset
  • Tableau - 2 Data Types Column Formatting Sorting Hierarchy Types of Files Discrete vs Continuous
  • Tableau - 3 Groupby and Filters
  • Tableau 4 - Parameter (Filter & Set) & Data Relationship
  • Tableau 5 - Rank Shapes Models Forecasting Clustering Summarization and Parameters as measures
  • Tableau Tasks (18 Excercises)
  • Tableau 6 - Functions - Number & string Actions at Worksheet Maps, Animation Pages
  • Tableau 7 - Dash board Story Board Publishing Extract Data and Charts
  • Tableau 8 - Special Charts LOD include Exclude Live Dashboard on Web Scraping Assignment

  Statistics

  • Data Analysis Material
  • EDA
  • Descriptive Statistics Material
  • Descriptive Stats Class Notes
  • Descriptive Stats Class
  • Descriptive Stats PDF
  • Probability - 1
  • Probability Material
  • probability - II
  • probability - III
  • Probability Lab File
  • Probability Distributions
  • Probability Distributions Lab File
  • Central Limit Theorem
  • CLT Lab File
  • Normal Distribution and CLT
  • Confidence Interval (Limits)
  • Sampling Techniques
  • CLT Material
  • Sampling Material
  • Statistics Recap - I
  • Stats Recap PDF
  • Hypothesis Testing - I
  • Hypothesis Testing - II
  • Hypothesis Testing Material
  • Chi Square Test
  • Chi Square Lab File
  • Statistics Recap - II
  • Stats Recap - II File
  • Hypothesis Testing Material

  SQL

  • MySQL Installation Step by Step Procedure
  • MySql Installation Procedure File
  • Introduction to SQL + DBMS Types of DBMS Models + DBMS operations + Advantages Of DBMS
  • RDBMS Intro + Features of RDBMS + Keys types + Normalisation + SQL Intro & constraints
  • DBMS Database Types and Normalization PDF
  • SQL Basics - DDL DML TCL DCL & Lab for DDL And DML
  • Lab - Sql Operators + Sql functions
  • HR Schema Lab File Part - 1
  • Joins
  • Trigger, Conection of my sql with python, and sub query along with Lab
  • SQL HR Case Study Complete Lab File

  Machine Learning

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  Deep Learning

  • This section has no content published in it.

  Python Programming and Data Analysis - Video Access

  • Anaconda Installation and Jupyter notebook
  • Python Introduction
  • Basic programming Class File
  • Basic Programming - Literals Variables Boolean and Strings
  • String and Basic commends
  • Python Data Structure File
  • Data Structure Python Files
  • Python Data Structure File
  • Data Structure - List Tuple Set and Dictionary
  • Loops and Functions
  • Conditional Statement File
  • Conditional statement and Loops
  • Conditional Statement File
  • Functions
  • Functions File
  • File handling and Date Time File
  • File handling and Date Time
  • File handling and Date Time_II & Introduction to Numpy Arrays
  • Numpy_I
  • Numpy_II
  • Numpy_material
  • Numpy_3
  • Pandas Dataframes
  • Pandas Dataframes materail
  • Pandas dataframes II
  • Pandas and matplotlib and seaborn
  • Matplotlib and seaborn
  • Matplotlib and seaborn II
  • Matplotlib and seaborn III
  • Matplotlib and seaborn
  • Exploratory data analysis
  • EDA and Sales data csv file
  • EDA - I
  • EDA Materail
  • EDA-II
  • Descriptive statistics
  • Descriptive statastics_II and Handling missing values
  • Descriptive statistics and Missing values handling
  • Updated EDA File
  • Regular Expression
  • Regular Expression and Web Scraping - I Nakuri
  • Web Scraping - Naukari and klipkart
  • Web Scraping File - Nakuri
  • Web Scraping File - Flipkart
  • Regular expressions material
  • Web Scraping - flipchart - II
  • webscraping Flipkart III
  • Python Test Solving and Interview Question
  • Python Descriptive Interview Questions

  Interview and Placement Activities

  • Mastering LinkedIn Session for Effective Job Search
  • Python Interview Preparation Session
  • Resume Building Session
  • Presentation Skills for Project /Interviews

  Quiz

  • Introduction to Statistics
  • Descriptive Statistics
  • Probability Distributions

  Application Development - Flask

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

  Technical Assessment - MCQ's

  • Python Technical Assessment
  • Python Coding Questions