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Thapar Summer School on ML & DL 2024 | 10th June - 19th July 2024

Content

Time & Venue: 09:00 to 13:00 | Monday to Friday | TAN Audi

Note: (1) Be on Time (2) Bring your Laptop (3) Bring power extensions (if possible)

Brief Schedule:

Detailed Schedule

Week-1

Week 1 |  10 June to 14 June 2024 | Basics of Python, OOPs and Problem-Solving, Pandas, Numpy, Scipy, EDA, Linux

Day 1 | 10 June 2024 | Opening of Thapar Summer School 2024

  • Schedule:

    • 9:30 am to 10:00 am - Registration

    • 10:00 am to 11:30 am - Briefing and Schedule discussion of Summer School

    • Venue: TAN Audi (TAN Building, 1st floor)

    • (1) Be on Time (2) Bring your Laptop (3) Bring power extensions (if possible)

 

 

Day 2 | 11 June 2024 | Basics of Python Programming

  • Topic of the Day

    • Basics of Python Programming (using Google Colab) | Click Here | Dr. PSRana

  • Self Learning

    • Download and install Anaconda on your local machine | Click Here

      • Learn how to install packages in Python using pip/conda

      • Try to install OpenCV and Yolo packages

    • Python Tutorial | Click Here

    • Python Video Tutorial | Click Here

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 3 | 12 June 2024 | Working with Pandas

  • Topic of the Day

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 25 mcqs on python data structures with answers and explanation

  • Resource of the Day

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 4 | 13 June 2024 | R Programming and Topsis for Multi-criteria Decision making (MCDM)

  • Topic of the Day

    • R Programming | Click Here | Dr PSRana

    • Topsis for Multi-criteria Decision making (MCDM) | Click Here | Dr PSRana

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 25 mcqs on pandas python library with answers and explanation

  • Self Learning

    • Download & Install  - R and R-Studio
      • R - Click Here to download (For Windows / IOS / Linux) | Click on base
      • RStudio - Click Here to download
    • R Tutorial | Click Here

    • Basic plotting and visualization using R | Click Here

  • Resource of the Day

    • R Packages for research - For research on Scientific/Engineering problems such as AI, Bioinformatics, Chemistry, Electronics Design, GIS, Human Machine Interface, Image Recognition, NPL, etc.)

    • Books - Machine Learning + R | Click Here  

  • Assignment / Mini Project | Due Date: Tomorrow 23:59:59

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 5 | 14 June 2024 | Data Visualization and Exploratory Data Analysis (EDA)

  • Topic of the Day

    • Data Visualization using Seaborn | Click Here | Mr Raghav Garg

    • Exploratory Data Analysis (EDA) | Click Here | Mr Raghav Garg

 

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 25 mcqs on Data manupluation using Data frames in R programming with answers and explanation

  • Self Learning

    • Complete Exploratory Data Analysis And Feature Engineering In 3 Hours by Krish Naik | Click Here (Video)
      • 0:00:00 Introduction
      • 0:01:00 Zomato Dataset EDA
      • 0:59:25 Black Friday Sales EDA
      • 1:54:40 Flight Price Prediction EDA

  • Resource of the Day

 

 

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 6 | 15 June 2024

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

 

Day 7 | 16 June 2024

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

 

Week-2

Week 2 |  17 June to 21 June 2024 | Machine Learning, AutoML, Pycaret, Optimization & Statistics, Mini Projects, Intro to Kaggle

Day 8 | 17 June 2024 | Mini Projects

(1) Create 25 mcqs on Data Visualization using python with answers and explanation

(2) Create 25 mcqs on Exploratory Data Analytics using python with answers and explanation

  • Resource of the Day

    • PyPi.org - Python Packages Repository | Click Here

 

 

  • Assignment / Mini Project | Due Date: Tomorrow 23:59:59

    • Mini Project-23: "Convert 100 images to Grey Scale (b/w)" using OpenCV | Submission Link

    • Mini Project-24: "Resize the 100 images to 50% (smaller)" using OpenCV | Submission Link

    • Mini Project-25: "Convert Colored Video to Grey Scale (b/w)" using OpenCV | Submission Link

    • Mini Project-26: "Resize the Colored Video to 50% (smaller)" using OpenCV | Submission Link

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 9 | 18 June 2024 | Machine Learning - Part-1 (Introduction)

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 25 mcqs on image processing and video processing using python with answers and explanation

 

  • Resource of the Day

    • Download Free Books, Free Research Papers, Thesis, Datasets, etc

    • Go to psrana.com --> Resource --> UNIT VI: Gold Mine for Researchers

  • Self Learning

    • Explore Teachable Machine for Image, Audio and Pose Project | Click Here

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 10 | 19 June 2024 | Machine Learning - Part-2 (Regression)

  • Topic of the Day

    • Machine Learning using Pycaret | Click Here | PSRana

 

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 25 mcqs on Machine Learning using python with answers and explanation

  • Resource of the Day

 

  • Self Learning

    • Scikit learn (sk learn) library for machine learning - Explore Regression | Click Here

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 11 | 20 June 2024 | Machine Learning - Part-3 (Classification and Clustering)

  • Topic of the Day

    • Machine Learning using Pycaret | Click Here | PSRana

 

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 25 mcqs on Regression analysis in machine learning using python with answers and explanation

  • Self Learning

    • Scikit learn (sk learn) library for machine learning - Explore Clustering and Classification| Click Here

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 12 | 21 June 2024 | Introduction to Kaggle and Basics of Linux

  • Topic of the Day

    • Introduction to Kaggle | Mr. Eishkaran

    • Linux Installation in Windows | Click Here

    • Linux Installation in MacOS | Click Here

 

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 25 mcqs on Classification and Clustering analysis in machine learning using python with answers and explanation

  • Self Learning

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 13 | 22 June 2024

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

 

Day 14 | 23 June 2024

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

 

Week-3

Week 3 |  24 June to 28 June 2024 | Hands-on practice for Kaggle & Numer.ai, Intro gradio, FastAPI, Streamlit, Flask

Week-4

Week 4 |  01 July to 05 July 2024 | Deep Learning and GANs for Image Processing

Day 22 | 01 July 2024 | Introduction to Image Processing, OpenCV and Yolo

  • Topic of the Day

    • Introduction to Image Processing | Click Here (PPT) | Mr Eishkaran

    • Topics:

      • Intro to image processing

      • Image Processing using OpenCV

      • Image Processing using Scikit learn

      • Intro to Yolo

      • Yolo Architecture

      • Object Detection with Yolo

      • Projects/opportunities for future

 

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 25 mcqs on Machine Learning Model evaluation and performance measure with answers and explanation

  • Self Learning

    • Image processing using OpenCV | Click Here | Click Here (Videos)

    • Image Processing using MATLAB | Click Here

    • Image processing projects using opencv python | Click Here

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 23 | 02 July 2024 | Introduction to CNN (Convolution Neural Network) and ResNet (Residual Networks)

  • Topic of the Day

    • Introduction to CNN (Convolution Neural Network) | Click Here | Mr Eishkaran

    • Introduction to ResNet (Residual Networks) | Click Here | Mr Eishkaran

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 25 mcqs on Neural Network and its different architecture for image processing and NLP with answers and explanation

  • Resource of the Day

 

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 24 | 03 July 2024 | CNN for Tabular Dataset (Classification and Regression)

  • Topic of the Day

    • CNN for Tabular Dataset - Classification | Click Here | Mr Jai Dalmotra

    • CNN for Tabular Dataset - Regression | Click Here | Mr Ashmit Cajla

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 10 mcqs on Convolution Neural Network, its parameters and performance improvement with answers and explanation

 

 

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 25 | 04 July 2024 | Introduction to GAN (Generative Adversarial Network)

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 25 mcqs on How to improve the performace of CNN for images with answers and explanation

  • Resource of the day

    • GAN Zoo - Repository of different GAN Models | Click Here

    • Rreally Awesome GAN - GAN Resources, Tutorials, Codes | Click Here

    • Must-Read Papers on GANs (Medium Blog) | Click Here

    • More Papers on GANs | Click Here

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 26 | 05 July 2024 | Hands-on Practice on Cycle-GAN, SR-GAN, Style-GAN

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 25 mcqs on GAN (Generative Adversarial Network) Introduction, application domain, performance improvement and different versions with answers and explanation

  • Resource of the day

    • GAN Zoo - Repository of different GAN Models | Click Here

    • Really Awesome GAN - GAN Resources, Tutorials, Codes | Click Here

    • Must-Read Papers on GANs (Medium Blog) | Click Here

    • More Papers on GANs | Click Here

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 27 | 06 July 2024

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

 

Day 28 | 07 July 2024

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

 

Week-5

Week 5 |  08 July to 12 July 2024 | Deep Learning and GANs for NLP, GenAI, Transformers, LLMs

Day 29 | 08 July 2024 | Introduction to Natural Language Processing, Text Preprocessing and Sentiment Analysis

  • Topic of the Day

    • NLP Basics | Click Here | Mr Jai Dalmotra

    • Text Preprocessing and Sentiment Analysis | Click Here | Mr Ashmit Cajla

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 10 mcqs on  Basics of  Natural Language Processing with answers and explanation

  • Resource of the day

  • Self Learning

    • NLP Playlist by Krish Naik | Click Here

    • Complete Road Map To Prepare NLP - You Will Able to Crack Any DS Interview by Krish Naik | Click Here

    • Complete NLP Machine Learning In One Shot by Krish Naik | Click Here

    • Kaggle Notebooks on NLP | Click Here

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 30 | 09 July 2024 | Basics of RNN, LSTM and GRU

  • Topic of the Day

    • RNN: Recurrent Neural Network | LSTM: Long Short Term Memory | GRU: Gated Recurrent Unit

    • Basics of RNN, LSTM and GRU | Click Here | Mr Eishkaran Singh

    • Research Paper on RNN and LSTM | Click Here

    • Research Paper on GRU | Click Here

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 10 mcqs on Basics RNN, LSTM and GRU with answers and explanation

  • Resource of the day

    • Research Methods | Click Here

    • Cold Emailing | Go to psrana.com --> LOR

    • ISRO Problem Statements | Bharatiya Antariksh Hackathon | Click Here

  • Self Learning

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 31 | 10 July 2024 | Introduction to Transformers in NLP

  • Topic of the Day

    • Transformers in NLP | Click Here | Mr Eishkaran Singh

    • Research Paper on Transformers in NLP | Click Here

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 10 mcqs on Basics of Transformers in NLP with answers and explanation

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 32 | 11 July 2024 | LLMs: Part-1 (RAG, Fine-tuning, Projects, Chatbot, Hallucinations, Temperature of LLM’s, Quantised models, OLLAMA and LM studio)

  • Topic of the Day

    • RAG - Retrieval-Augmented Generation

    • Offline RAG | Click Here | Mr Eishkaran Singh

    • Research Paper on RAG | Click Here

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 10 mcqs on Basics of Retrieval-Augmented Generation in NLP with answers and explanation

  • Resource of the day

    • 7-End To End Advanced RAG Project using Open Source LLM Models | Click Here

    • 9 Retrieval Augmented Generation Project Ideas for Practice | Click Here

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 33 | 12 July 2024 | LLMs: Part-2 (Knowledge Graph and RAG)

  • Topic of the Day

    • KG - Knowledge Graph | Mr Eishkaran Singh

    • Research Paper on Knowledge Graph | Click Here

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 10 mcqs on Knowledge Graph and its application area with answers and explanation

  • Resource of the day

    • More Researh Papers on Knowledge Graph | Click Here

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 34 | 13 July 2024

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

 

Day 35 | 14 July 2024

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

 

Week 6 |  15 July to 19 July 2024 | Internet of Things (IoT), Time Series, FastAPI, Numer.ai, Valedictory and Certificate

Week-6

Day 36 & Day 37 | 15 & 16 July 2024 | Internet of Things (IoT)

  • Topic of the Day

    • Introduction to Internet of Things | Click Here | Mr Vivek Gupta and Mr Bajrangi Kumar Mishra

    • IoT - 1 | Click Here | Mr Bajrangi Kumar Mishra

    • IoT - 2 | Click Here | Mr Vivek Gupta

    • Tinkercad | Click Here

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 10 mcqs on Internet of Things, componenet and application area with answers and explanation

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 38 | 17 July 2024 | Time Series and Numer.ai

  • Topic of the Day

    • Explore Time Series Dataset @ UCI Dataset Library | Click Here

    • State-of-the-art prediction models for Time Series: LSTM, ARIMA, Prophat

    • Time Series Notebook | Click Here | Mr Aadil Garg and Mr. Pratham Garg

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 10 mcqs on Time Series data analysis and prediction with answers and explanation

  • Resource of the day

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 39 | 18 July 2024 | FastAPI and ML Model Deployment

  • Topic of the Day

    • Introduction to FastAPI | Click Here

    • FastAPI Hands-On Practice | Click Here | Mr Aadil Garg and Mr. Pratham Garg

 

  • Self Exam

    • To go Groq.com or Claude.ai or ChatGPT

    • Create 50 MCQs on last day topic and solve them.

      Example Prompt: Create 10 mcqs on FastAPI and its application domain with answers and explanation

  • Daily Task | Due Date: Today 23:59:59 | Submission Link

    • 5-Points of today's learning (Revision of Today's Lecture)

    • 1-One Page writing (Two papers) | For research papers (Go to Resource --> 5. One Page Writing) | Click Here

    • 1-Generative AI Tool | Future Tools - Click Here

    • 1-Audio Book | Click Here

    • 2-Puzzles (Brain Steller) | Click Here

    • 2-Interview Puzzles | Click Here

    • 1-Activity that I love

Day 40 | 19 July 2024 | Special Session, Valedictory and Certificate Distribution

  • Schedule

    • 8:55 am to 9:30 am | Assembling in TAN Audi

    • 9:30 am to 11:00 am | Special Session by Mr. Armaan (A 9th class student, 5 Hackathon Winner, 218 repository @ GitHub)

    • 11:00 am to 11:15 am | Short Break

    • 11:15 to 12:15 pm | Ideas to Product Building with GenAI | Click Here | Mr. Vansh Gehlot (Co-founder & CEO@ Dragverse)

    • 12:15 pm to 12:45 pm | Certificate Distribution, Photo Session, Experience Sharing and Future Plans

  • What after summer school

    • To go Groq.com or Claude.ai or ChatGPT

    • Try following prompts

      1. I am a first year computer science student, I know python and basics of data science. Prepare a one year roadmap for grow in Data science, Data Analytics and Gen AI domain.

      2. I am an intermediate student in data science. Prepare a one year roadmap to grow in Gen AI domain.

      3. I am a non computer science student and Prepare a one year roadmap for grow in Data science, Data Analytics and Gen AI domain.

      4. Prepare a one year roadmap for grow in Data science, Data Analytics and Gen AI domain.

      5. Prepare a one year roadmap for grow in Image processing, NPL, Time series and Gen AI domain.

      6. Prepare a one year roadmap to become expert in the mathematics for Machine Learning and Deep Learning.

      7. Prepare a one year roadmap to become Grand Master in Kaggle and suggest some advance tips and tricks.

 

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