DataScienceChampion

LLM & GenAI Courses

Large Language Model

RAG(Retrieval Augmented Generation)

Understanding Human Language and its complexity
What is Machine Learning Model?
What is Language Models
What is Large Language Model?
Why Large Language Model is Large?

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RAG(Retrieval Augmented Generation)

"WHY": Why do we even need RAG, and what unique challenges does it address in the world of Generative AI?
"WHAT": What exactly is Retrieval-Augmented Generation? I’ll break down its key components and functionality.
"HOW": How to implement RAG in real-world applications. Here we implemented two real word use cases using RAG.

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Prompt Engineering

RAG(Retrieval Augmented Generation)

Text Data Pre-processing

Embrace the role of a Prompt Engineer, a pioneering approach to programming.

You will learn the followings:

What is Prompt
What is Prompt Engineering
Why Prompt Engineering
Prompt Engineering Strategies
Prompt Engineering Techniques
Real World use cases using Prompt Engineering

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Text Data Pre-processing

Embedding & Vector Database

Text Data Pre-processing

Learn about Encoding(Tokenization,Sequencing,Padding) and Embedding.

online learning for data science, ai,ml,language model, large language model, prompt engineering etc.

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Embedding & Vector Database

What is Embedding and Embedding Vector

Representing words or text as numerical vectors in a high-dimensional space, allows algorithms to work with and understand the meaning of words.

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Generative AI Use Cases

Embedding & Vector Database

Become a master and start building GenAI use cases.

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Transformer

Learn the backbone of LLM architecture.

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LLM & GenAI use cases

Question Answering System for PDF document - using OpenAI

Develop a robust Question Answering System tailored for extracting information from PDF documents.

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Question Answering System using Open Source model

Question Answering System for PDF document - using OpenAI

RAG(Retrieval Augmented Generation) using Sentence Transformer & Mistral 7B

Develop a robust Question Answering System tailored for extracting information from PDF documents. online learning for data science ai ml language model large language model prompt engineering etc

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Building a Pizza Ordering Bot

Building a Question Answering System for Website

Attain expertise in constructing chatbots utilizing generative models, specifically focusing on the development of a Chatbot for pizza ordering online learning for data science, ai,ml,language model, large language model, prompt engineering etc.

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Building a Question Answering System for Website

Develop a robust Question Answering System for any company website. online learning for data science ai ml language model large language model prompt engineering etc

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AutoEncoder Neural Network

ABC of Autoencoder

Anomaly Detection using Autoencoder

Learn the concept of autoencoder. online learning for data science ai ml language model large language model prompt engineering etc

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Anomaly Detection using Autoencoder

Develop anomaly detection use case using autoencoder. online learning for data science, ai,ml,language model, large language model, prompt engineering etc.

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Python & Data Structure Courses

Python Basics

Data Structure & Algorithms

Start from basic and become a master in Python. online learning for data science ai ml language model large language model prompt engineering etc

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Data Structure & Algorithms

Data Structure is the core of any software system. This course will teach you from basics to advanced concepts of data structure and search algorithms. online learning for data science, ai,ml,language model, large language model, prompt engineering etc.

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LLM & GenAI Courses

Large Language Model

RAG(Retrieval Augmented Generation)

RAG(Retrieval Augmented Generation)

RAG(Retrieval Augmented Generation)

RAG(Retrieval Augmented Generation)

RAG(Retrieval Augmented Generation)

Prompt Engineering

RAG(Retrieval Augmented Generation)

Text Data Pre-processing

Text Data Pre-processing

Embedding & Vector Database

Text Data Pre-processing

Embedding & Vector Database

Embedding & Vector Database

Embedding & Vector Database

Generative AI Use Cases

Embedding & Vector Database

Embedding & Vector Database

Transformer

Transformer

Transformer

LLM & GenAI use cases

Question Answering System for PDF document - using OpenAI

Question Answering System for PDF document - using OpenAI

Question Answering System for PDF document - using OpenAI

Question Answering System using Open Source model

Question Answering System for PDF document - using OpenAI

Question Answering System for PDF document - using OpenAI

Building a Pizza Ordering Bot

Building a Question Answering System for Website

Building a Question Answering System for Website

Building a Question Answering System for Website

Building a Question Answering System for Website

Building a Question Answering System for Website

Computer Vision

Object Detection

Custom Object Detection

Custom Object Detection

Custom Object Detection

Custom Object Detection

Custom Object Detection

AutoEncoder Neural Network

ABC of Autoencoder

Anomaly Detection using Autoencoder

Anomaly Detection using Autoencoder

Anomaly Detection using Autoencoder

Anomaly Detection using Autoencoder

Anomaly Detection using Autoencoder

Python & Data Structure Courses

Python Basics

Data Structure & Algorithms

Data Structure & Algorithms

Data Structure & Algorithms

Data Structure & Algorithms

Data Structure & Algorithms

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