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NLP and generative AI for beginners

Track :

Computer Science

Lessons no : 14

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What will you learn in this course?

Master NLP techniques like tokenization, sentiment analysis, and text preprocessing for real-world applications in Python
Develop and implement language models, machine translation, and text summarization using advanced NLP algorithms
Create and deploy chatbots and conversational AI solutions leveraging Generative AI and large language models like GPT
Apply Python libraries such as NLTK, spaCy, and Hugging Face Transformers to build effective NLP and Generative AI projects

Analyze and interpret text data to extract meaningful insights for business and research purposes
Design innovative AI-driven applications utilizing natural language understanding and text generation capabilities
Optimize NLP workflows for efficiency, accuracy, and scalability in diverse industry scenarios
Evaluate ethical considerations and biases in NLP and Generative AI to develop responsible AI solutions

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Lessons | 14

Generative AI for beginners What is generative AI What is generative AI for dummies

Generative AI for beginners What is generative AI What is generative AI for dummies

NLP history up to RNN Natural language processing in artificial intelligence NLP course

NLP history up to RNN Natural language processing in artificial intelligence NLP course

Lets Unfold RNN Recurrent neural network explained Recurrent neural network complete tutorial

Lets Unfold RNN Recurrent neural network explained Recurrent neural network complete tutorial

Types and Problems of RNN RNN Deep learning RNN in machine learning RNN architecture

Types and Problems of RNN RNN Deep learning RNN in machine learning RNN architecture

LSTM explained simply LSTM explained LSTM explained with example

LSTM explained simply LSTM explained LSTM explained with example

LSTM next word prediction in Python LSTM python TensorFlow LSTM python Keras LSTM python

LSTM next word prediction in Python LSTM python TensorFlow LSTM python Keras LSTM python

Encode decoder seq 2 seq architecture encoder decoder model encoder decoder neural network

Encode decoder seq 2 seq architecture encoder decoder model encoder decoder neural network

Vector database for beginners Vector database example vector database for LLM

Vector database for beginners Vector database example vector database for LLM

Vector database hands on Tutorial generative AI database Vector database practice with Pinecone

Vector database hands on Tutorial generative AI database Vector database practice with Pinecone

Building RAG based model using Langchain rag langchain tutorial rag langchain huggingface

Building RAG based model using Langchain rag langchain tutorial rag langchain huggingface

Data Analysis Using LLM ChatGPT Data analysis Retail data analytics using langchain

Data Analysis Using LLM ChatGPT Data analysis Retail data analytics using langchain

Google Gemini ai Introduction Google Gemini ai demo Google Gemini ai announcement

Google Gemini ai Introduction Google Gemini ai demo Google Gemini ai announcement

LlamaIndex for beginners LlamaIndex for beginners LLamaindex tutorial

LlamaIndex for beginners LlamaIndex for beginners LLamaindex tutorial

Self attention mechanism explained Self attention explained scaled dot product attention

Self attention mechanism explained Self attention explained scaled dot product attention

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ITS GOOD TO UNDERSTAND ABOUT AI.

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amazing lecture

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NLP and generative AI course, in this course Unlock the power of Natural Language Processing (NLP) and Generative AI in this comprehensive course. Learn the fundamentals of NLP, including text preprocessing, tokenization, and sentiment analysis. Dive into advanced topics such as language modeling, machine translation, and text summarization. Explore the capabilities of Generative AI, including text generation, chatbots, and creative applications powered by large language models like GPT. Gain hands-on experience using Python libraries such as NLTK, spaCy, and Hugging Face Transformers. Whether you're a beginner or an AI enthusiast, this course equips you with the skills to build innovative NLP solutions and leverage Generative AI in real-world scenarios.