Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Python Guest Session - OOPS

  • 28th May 2022 - Python OOPs - Part 1
  • 4th June 2022 - Python OOPs - Part 2
  • 5th June 2022 - Python OOPs - Part 3
  • 25th June 2022 - OOPs - part 4
  • OOPs - Part 4 fILES

  WebAPIs With Python

  • Web API - Part 1
  • WebAPI Part - 2 (Working with JSON)

  Reinforcement Learning Videos

  • Day 1 - Intro to Reinforcement Learning
  • Lecture 1
  • Day 2 - Temporal Difference Methods
  • Lecture 2
  • Day 3 - Stocks Trading using RL
  • Day 4 - Policy Gradient Algorithm
  • Lecture 4
  • Day 5 - Actor Critic Algorithms
  • Lecture 5
  • Lecture 5 (Code Files)
  • Day 6 - Chatbots
  • Lecture 6
  • Day 7 - Continuous Action Spaces
  • Lecture 7
  • Lecture 7 (Code Files)
  • Day 8 - Trust Region Methods
  • Day 9 - TRM cont.. and Proximal Policy Optimization
  • Day 10 - TD3 and Recommendor System
  • TD3 Bipedal Robot Code

  Version Control System

  • Git Command
  • Git and GitHub

  Attribution Models in Marketing

  • Attribution Models in Marketing
  • Guest LEcture_Attribution_MMM File

  Python Revision Session

  • Python Revision - Part 2
  • Python Revision - Part 1
  • Python Revision - Part 3

  Placement Team Activities

  • 15th Oct
  • 29th Oct - Resume Building
  • 12th Nov - Interview Skills Session
  • 19th Nov - JAM Session
  • 26th Nov - Interview Skills Session
  • 10th Dec - Email & Telephone Etiquette
  • 17th Dec - Resume Building - Using ATS
  • 24th Dec - LinkedIn Profile Maintenance
  • 11th Feb - JAM Session
  • 25th Feb - Resume Building
  • 25th Mar - Email and Telephonic Etiquettes

  NASSCOM

  • NASSCOM Futureskills Prime - 20th Dec 2022

  Data Science in e-Commerce

  • Guest Lecture on Data Science in e -Commerce - 22nd Oct 2022

  Application of ML in Semiconductors Domain

  • Application of ML in Semiconductors Domain - 18th March 2023

  Time Series Analysis

  • Introduction to Time Series Analysis
  • Time Series Analysis Explanation and Lab
  • Time Series Analysis Class Files

  Guest Lectures

  • 28th May Liver Cancer Detection Using Image Segmentation
  • 20th May - Case Study of Object Detection and Multi label classification
  • 10th June - Image Recommendation Model

  Instructor Led Interview Preparation Sessions

  • 17th June - Python and Data Analysis Python Session
  • 17th June - SQL and Statistics
  • Python and Data Analysis File

  Master Class - 4 Days Masterclass - Realtime NLP Use Cases

  • 8th July - Next Word Prediction Using LSTM
  • Next word prediction usecase File
  • 9th July - Spell Correlation Model Using Encoder Decoder Architecture
  • Next word prediction & Encode/Decoder Architecture File
  • 15th July - Spell Check Correction and Attention and Transformation
  • 16th July - NER Using Transformer Architecture