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Batch
Date: Aug 14th @9:30PM
Faculty: Mr. Arjun Srikanth (16+ Yrs of Exp,..)
Duration: 3 Months 15 Days
Venue
:
DURGA SOFTWARE SOLUTIONS,
Flat No : 202,
2nd Floor,
HUDA Maitrivanam,
Ameerpet, Hyderabad - 500038
Ph.No: +91 - 8885252627, 9246212143, 80 96 96 96 96
Syllabus:
Artificial Intelligence with Generative AI & Agentic AI
Module - 1
- Complete Road Map
- Python ==> 7 - 10 days
170 videos of Python
- Numpy
- Pandas
- Feature Engineering ( Pandas + Statistics )
- Complete ML Implementation.
Module - 2
- Deep Learning == Computer Vision
- What is Deep learning
- Perceptron
- Activation Function
- Tensorflow
- Keras
- Functional Model
- Sequential Model
- ANN
- Optimizers
- Forward Propagation
- Back Propagation
- Image Processing
- CNN
- Maxpooling Layer
- Dropout Layer
- Batch Normalization
Module - 3
- Deep Learning ==> NLP
- Natural Language Processing
- What is NLP
- NLP Pipeline
- Text Acquisition
- Text Preprocessing
- Text Normalization
- Text Cleansing
- Stemming
- BoW ==> Bag of Words
- TFIDF Vectorization
- Word2Vec
- Glove
- FastText
- RNN
- LSTM
- GRU
Generative AI
- Sequential Data
- Seq 2 Seq Model
- Encoder - Decoder
- Attention Mechanism
- Self Attention
- Multi - Head Self Attention
- Cross Attention
- Mask Multi - Head Attention
- Transformers
- Language Models
- Small Language Models
- Large Language Models
- Types of LLMs
- BERT & GPT
- ChatGPT
- Gemini
- Prompt Engineering
- LangChain
- Different Types of Chains
- Agents
- Liama
- Ollama
- RAG
- LangGraph
Agentic AI
- What is Agentic AI
- AI Agents vs Agentic AI
- Agentic AI Building Blocks
- Agentic AI Building Blocks
- Agentic AI Architecture
- Agentic Advanced Architecture
- Types of Agentic AI
- Perception / Action / Collaboration Module
- Agentic Frameworks
- LangChain
- CrewAI…etc
- Multi-Step Reasoning
- Planners - DAG of Sub-Tasking
- Schedulers
- Building Agent with LangGraph
- Agentic AI RAG
- Agentic AI RAG Architecture
- Agentic RAG Applications.
- Multi Agent System
- Agent AI Project
- Agent AI Project
