Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Welcome to the Course

  • Discord Innomatics Server Link
  • Zoom Mentoring Session Links

  Python Programming

  • Anaconda and Jupyter Notebook Installation Processor PDF
  • Standard Input and output Files
  • Variables and Data Types File
  • Operators Conditional Statement and Loops File Day 3
  • List
  • Tuple
  • Sets
  • For Loop
  • Dictionary Files
  • String Updated File
  • Functions Files
  • OOPS File
  • File Handling Files
  • Basic Programming
  • Basic Programming - II
  • Strings - I
  • String - II
  • List and Tuple
  • List and Tuple - II
  • Dictionary and Conditional Statement -I
  • Conditional Statement -II
  • Conditional Statement and Loops - III
  • Functions - I
  • Functions - II
  • Modules and Problem Solving - Part 1
  • Problem Solving - Part 2
  • Exceptional Handling and OOPS
  • OOPs - II
  • OOPs - III
  • Problem Solving

  Data Analysis - Python

  • Numpy Class File
  • Pandas Class File till 28th March
  • Exploratory Data Analysis
  • Web Scraping Class - I
  • EDA Updated File
  • Regular Expression File
  • Web Scraping Class File - II
  • Descriptive Statistics - I
  • Descriptive Statistics - II and Numpy
  • Numpy - II
  • Pandas - Series and DataFrame and Basic Operations
  • Indexing and Merge concatenation & Joins
  • Basic Cleaning and Filtering
  • Missing Data Handling
  • Grouping_and_Summarising and Lambda_Functions_Pivot_Tables
  • Regular Expression
  • Reg ex - II and Web Scraping
  • Web Scraping - III
  • Visualization - Matplotlib
  • Visualization - Seaborn

  Assignments

  • Strings
  • List and Tuples
  • Sets and Dictionary
  • Conditional Statements and Loops
  • Functions
  • Numpy Assignment
  • Data Analysis - Pandas
  • Advanced Data VIsualization Assignment
  • Hypothesis Testing Assignment
  • SQL Assignment - I
  • SQL Assignment - II

  Data Analysis Project

  • Data
  • Data_analysis_lab
  • Data Analysis Material
  • Data Analysis Class Lab FIle
  • Data Analysis PDF

  Projects

  • Web Scraping Project Documentation
  • 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

  Statistics

  • Central Limit Theorem Lab
  • Distributions
  • Central Limit Theorem Lab File
  • Distribution - II
  • z test
  • Statistics Recap - I
  • Stats Recap PDF
  • Anova
  • Hypothesis Testing File
  • 26th May - Chisquare
  • 30th May - ANOVA
  • 31st May - Correlations
  • Descriptive Statistics Material
  • Hypothesis Testing Material
  • Probability Distributions and CLT 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

  • This section has no content published in it.

  Deep Learning

  • This section has no content published in it.

  Python Programming and Data Analysis - Video Access

  • Python Introduction
  • Anaconda Installation and Jupyter notebook
  • Basic Programming - Literals Variables Boolean and Strings
  • String and Basic commends
  • Data Structure - List Tuple Set and Dictionary
  • Data Structure Python Files
  • Basic programming Class File
  • Conditional statement and Loops
  • Loops and Functions
  • Conditional Statement and Loops
  • Complete Loops and Function
  • Python Data Structure File
  • 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

  Statistics Kiran Files

  • 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

  Statistics - Kiran Videos

  • 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

  Application Development - Flask

  • HTML
  • CSS
  • Bootstrap
  • Day - 1 Video
  • Intro to Flask
  • Day-2 Video
  • Jinja Templating
  • How to call variable, Creating loops and conditional Statements in HTML
  • Template Inheritance
  • Jinja Templating and Form Validations
  • Database connection with Flask File
  • Database connection with Flask video

  Technical Assessment - MCQ's

  • Python Technical Assessment
  • Python Coding Questions

  Test

  • Test 1