Empowering learners with industry-ready skills through interactive teaching and hands-on guidance.


ExcelR Edtech Pvt. Ltd.

Learners will gain strong foundations in Python programming and problem-solving, advancing towards machine learning, NLP, and deep learning with real-world case studies. They will explore Generative AI, LLMs, LangChain, RAG systems, Agentic AI, and cloud platforms like Azure AI and AWS Bedrock. By the end, learners will be able to design, build, and deploy intelligent AI-driven applications and chatbots using both code-based and no-code/low-code platforms.

Generative AI and Agentic AI  Long Term Internship

GenAI + Prompt Engg + ChatGPT-Demo

Python

Machine Learning - End to End with Automation

NLP - End to End (Basic Language Model)

NLP +  case study

Prompt Engineering with Real World Application

LLM - Prompt Engineering

Google AI - Gemini with Real World Application

Langchain - Fundamentals

LangChain - End to End

LangChain Project + (COT + ReACT) Prompt + ChatBOT

ChatBOT with Streamlit - Frontend code

RAG - Retrieval Augmentation Generation Fundamentals

RAG - Fundamentals

RAG - Chunking, Embedding and Vector DataBase

RAG - Project

MultiModel RAG System

End to End - MultiModel RAG System

No Code Low Code Platform - Dify.AI (chatbot and RAG Workflow)

RAG_Evaluation_Metrics

Agentic AI - AutoGen

Agentic AI - AutoGen + LangGraph

AZURE AI + AWS Bedrock

Azure OpenAI

Practice - RAG Problem

Azure OpenAI + Transformers

Fine Tuning - Transformers + BERT

Transformers+BERT+GPT - Theory

Agenti AI - CrewAI

LangGraph - End to End case study

AI Guadrails, AWS Bedrocks

INTRODUCTION TO PYTHON | SOFTWARE INSTALLATION | VARIABLE | DATATYPE'S

Operator -Arthmatic ,Comparison , Assignment ,Logical , Bitwise opeartor conditional Statemet

Decision making If, While loop, for loop and nested loop

Mathametical functions , Random function , Trigonometric function Number type conversion - int(), long(). Float ()"

"Strings- Escape char, String special Operator , String formatting Operator Build in string methods - center(), count()decode(), encode()"

Python List and Tuple- Accessing values, Delete elements,updating , Indexing slicing & Matrices Built in Function - cmp(), len(), min(), max()

SET creation,adding and deleting elements,frozenset,Dictionary-Accessing values from dictionary, Deleting and updating elements in Dict.Properties of Dist.,Built in Dist functions & Methods.

Function - Define function , Calling function pass by refernece as value , Function arguments , Anonymous functions , return statements

Import statemnts , Locating modules - current directory Dir() function , global and location functions and reload () functions .

Files in Python- Reading keyboard input ,closing files modes Files object attribute- open , close . Reading and writing files , file Position. Renaming and deleting files"

mkdir methid, chdir () method , getcwd method , rm dir Exception handling - List of exceptions - Try and exception Try- finally clause and user defined exceptions

OOPS concepts , class , objects , Inheritance Overriding methods like _init_, Overloading operators , Data hiding

match function , search function , matching vs searching Regular exp modifiers and patterns

Generative AI and Agentic AI Long Term Internship

What you'll get out of this course

Course content

Gen AI and Agentic AI - Videos

Core Python

Azure

Your Instructor

ExcelR Edtech Pvt. Ltd.