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LlamaIndex for beginners | LlamaIndex for beginners | LLamaindex tutorial,
Advance NLP and Generative AI
Hello, My name is Aman and I am a Data Scientist. All amazing data science courses at the most affordable price here: https://www.unfolddatascience.com Book one on one session here(Note - These supports are chargable): https://docs.google.com/forms/d/1WgleyiiKKoIfy779dXDQU7f17WUQedRcZzewhTE3e_Y/edit Follow on Instagram: unfold_data_science Topics for the video: LlamaIndex for beginners, LLamaindex tutorial, LLamaindex vs Langchain, LLamaindex RAG, LLamaindex local model, LLamaindex chatbot LLamaindex agents tutorial, LLamaindex llama 2, LLamaindex streamlit, LLamaindex pdf, LLamaindex huggingface, LLamaindex langchain, LLamaindex full tutorial, LLamaindex and Langchain tutorial, LLamaindex tutorial free, About Unfold Data science: This channel is to help people understand the basics of data science through simple examples in an easy way. Anybody without prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at a high level through this channel. The videos uploaded will not be very technical in nature and hence can be easily grasped by viewers from different backgrounds as well. Book recommendation for Data Science: Category 1 - Must Read For Every Data Scientist: The Elements of Statistical Learning by Trevor Hastie - https://amzn.to/37wMo9H Python Data Science Handbook - https://amzn.to/31UCScm Business Statistics By Ken Black - https://amzn.to/2LObAA5 Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - https://amzn.to/3gV8sO9 Category 2 - Overall Data Science: The Art of Data Science By Roger D. Peng - https://amzn.to/2KD75aD Predictive Analytics By By Eric Siegel - https://amzn.to/3nsQftV Data Science for Business By Foster Provost - https://amzn.to/3ajN8QZ Category 3 - Statistics and Mathematics: Naked Statistics By Charles Wheelan - https://amzn.to/3gXLdmp Practical Statistics for Data Scientist By Peter Bruce - https://amzn.to/37wL9Y5 Category 4 - Machine Learning: Introduction to machine learning by Andreas C Muller - https://amzn.to/3oZ3X7T The Hundred Page Machine Learning Book by Andriy Burkov - https://amzn.to/3pdqCxJ Category 5 - Programming: The Pragmatic Programmer by David Thomas - https://amzn.to/2WqWXVj Clean Code by Robert C. Martin - https://amzn.to/3oYOdlt My Studio Setup: My Camera: https://amzn.to/3mwXI9I My Mic: https://amzn.to/34phfD0 My Tripod: https://amzn.to/3r4HeJA My Ring Light: https://amzn.to/3gZz00F Join the Facebook group : https://www.facebook.com/groups/410222213093826/?ref=bookmarks Follow on medium: https://medium.com/@amanrai77 Follow on quora: https://www.quora.com/profile/Aman-Kumar-601 Follow on Twitter: @unfoldds Watch the Introduction to Data Science full playlist here: https://www.youtube.com/watch?v=Zkyog5u1OGw&list=PLmPJQXJiMoUWXbjyedFTmXPzzoeMJV4fe Watch python for data science playlist here: https://www.youtube.com/watch?v=NTZkMI5tuh8&list=PLmPJQXJiMoUWtuekopnh4BhTFkDBvmhnC Watch the statistics and mathematics playlist here : https://www.youtube.com/watch?v=iZ2r7aIwMbc&list=PLmPJQXJiMoUU52xCfjyoGRfoLCHKFtDxX Watch End to End Implementation of a simple machine-learning model in Python here: https://www.youtube.com/watch?v=8PFt4Jin7B0&list=PLmPJQXJiMoUWKj26qv_Pw5Aofxncu84JB Learn Ensemble Model, Bagging, and Boosting here: https://www.youtube.com/watch?v=fuO6QXAo-5M&list=PLmPJQXJiMoUWfMvIqAn0VI_LHlw4AmVrb Build Career in Data Science Playlist: https://www.youtube.com/watch?v=9pytkbvF8AU&list=PLmPJQXJiMoUWoG8fRUXPRcZec9LgdHmCL Artificial Neural Network and Deep Learning Playlist: https://www.youtube.com/watch?v=2-Cg_1FtHk8&list=PLmPJQXJiMoUVvvzXCBKSt0aA8A5NlryjV Natural language Processing playlist: https://www.youtube.com/watch?v=cs049uQWbpg&list=PLmPJQXJiMoUUSqSV7jcqGiiypGmQ_ogtb Understanding and building a recommendation system: https://www.youtube.com/watch?v=juqpTaieIkA&list=PLmPJQXJiMoUWZeVfB5fle6dwyySg7xLMq Access all my codes here: https://drive.google.com/drive/folders/1XdPbyAc9iWml0fPPNX91Yq3BRwkZAG2M Have a different question for me? Ask me here : https://docs.google.com/forms/d/1ccglokA_FicF3AirR-xllXauKZrzmngJoUptza1tPRE/edit My Music: https://www.bensound.com/royalty-free-music
About the course
This playlist is about Advance NLP and Generative AI topics. If you are looking for basic NLP videos, please visit NLP playlist
28lessons
5hours
Lessons
- 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