AI The Ultimate Program for Data Engineers
By Sumit Sir
The First ever specialized AI course exclusively curated for Data Engineers.
-
Duration:
12 weeks -
New Batch Starts:
11th January @ 6PM IST
Program Highlights:
- 12 weeks intensive AI course
- Entire program by Sumit Sir
- Enhance your profile by adding AI to your skillset
- If you aspire to work in top Gen-AI Data Engineering roles then this program is just for you.
Message From Sumit Sir
12 weeks of this intensive AI learning will lead you to a future-proof career in the most in-demand AI field.
I assure you that you can grasp the most complex AI concepts like Prompt Engineering, RAG & its Architecture, Fine-Tuning Models, Reinforcement Learning, Deploying Models, Architecting an AI Application and many more with ease.
Get trained on AI and be prepared to grab the best opportunities from Top IT firms.
High level curriculum
Introduction to AI and AI models
- Language Models
- Large Language Models
- Natural Language Processing
- Internals of LLM
- Pre-training
- Tokenization
- Embeddings
- Vector Databases
- Model Selection
Prompt Engineering
- Crafting Specialized Prompts
- API Prompts
- Prompt formatting techniques
- Prompt injection
- Jailbreaking
- Leaking
- Hallucination
- Reduce prompt hacking
Building RAG Application
- RAG & It’s Architecture
- Vector Databases
- Indexes
- Searches
- Similarity search
- Vector DB vs Vector Library
- Data preparation for RAG
- Document cleaning
- Chunking
- Computing chunk embeddings
- Implementing Retrieval Augmented Generation
- Langchain for creating pipeline
- LLM Agents
Fine Tuning the Model
- Fine tuning open source LLM
- Few shot learning
- Reinforcement learning
- Evaluating LLM’s (LLM Judges)
Other Essential concepts
- Delta Live tables for performing ETL
- Unity Catalog for Registering the Model
- Deploying the Models
- Architecting an AI application
Language Models, Large Language Models, Natural Language Processing, Internals of LLM, Pre-training, Tokenization, Embeddings, Vector Databases, Model Selection
Crafting Specialized Prompts, API Prompts, Prompt formatting techniques, Prompt injection, Jailbreaking, Leaking, Hallucination, Reduce prompt hacking.
RAG & It's Architecture, Vector Databases, Indexes, Searches, similarity search, Vector DB vs Vector Library, Data preparation for RAG, Document cleaning, chunking, computing chunk embeddings, Implementing Retrieval Augmented Generation, Langchain for creating pipeline, LLM Agents.
Fine tuning open source LLM, Few shot learning, Reinforcement learning, Evaluating LLM's (LLM Judges).
Delta Live tables for performing ETL, Unity Catalog for Registering the Model, Deploying the Models, Architecting an AI application
Detailed Curriculum will be shared as course progresses.
Course Prerequisites:
- Basic Knowledge of a programming language (preferably python)
- Basic understanding of Spark / Databricks is a plus.
Skills Covered
Tools Covered
Capstone Project
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Get Recognised with the Course Completion Certificate
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For Students accessing the course from India
Course Fee: ₹59000
Launch Discount: ₹10000
For Students accessing the course from outside India
Course Fee: $700
Launch Discount: $120
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FAQs
If you aspire to work in top Gen-AI Data Engineering roles then this program is just for you.
It is designed for working IT professionals having basic understanding of Big Data domain.
- Basic Knowledge of a programming language (preferably Python)
- Basic understanding of Spark / Databricks is a plus.
You will be trained in-depth on the most complex AI concepts like Prompt Engineering, RAG & its Architecture, Fine-Tuning Models, Reinforcement Learning, Deploying Models, Architecting an AI Application and many more.
12 weeks of this intensive AI learning will prepare you to grab the best opportunities from Top IT firms.
Yes, entire course is created and taught by Sumit Sir himself.
Yes, you will receive a certificate on completing each sub-module and a final certificate after course
completion.
8-10 hours of dedicated time per week is what is needed to master AI learning.
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Corporate Address:
Trendytech Insights LLP, 3rd Floor, Share Spaces, Borewell Road, Whitefield, Bengaluru, Karnataka 560066
Registered Address:
302, Vaastu pleasant, Sai Baba Temple Rd, Silver Springs Layout, Munnekollal, Bengaluru, Karnataka 560037
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