Gen AI Course | Gen AI Tutorial For Beginners

Comments · 505

• CO

  @codebasics · 4 months ago · pinned

  This video is old, some of the code is not valid anymore. Please refer to the latest version of this crash course : <a href="https://www.youtube.com/watch?v=D74el9mvNak">https://youtu.be/D74el9mvNak?si=l7xitKc7jV5aiSlf</a>

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• SU

  @SurenderAireddy · 1 year ago

  Nice short course, here is a summary of the course! <br>Generative AI Fundamentals<br> * Definition: Generative AI creates new content like text and images, unlike non-generative AI, which performs tasks like classification.<br> * Evolution of AI: The video traces the progression from statistical machine learning to deep learning, which uses neural networks for complex tasks.<br> * Recurrent Neural Networks (RNNs): These networks were introduced to handle sequential data, such as language translation.<br> * Language Models: These AI models predict the next word in a sequence and are used in features like autocomplete.<br> * Self-Supervised Learning: This training method enables neural networks to learn from unlabeled data by generating their own training pairs.<br> * Large Language Models (LLMs): LLMs are massive neural networks with numerous parameters, trained on vast datasets.<br> * Transformers: The Transformer architecture was a key breakthrough that significantly advanced generative AI.<br> * Embeddings: Words or concepts are represented as numerical vectors, allowing for mathematical operations.<br> * Vector Databases: These specialized databases are used to store and search through embeddings efficiently.<br>Building Gen AI Applications<br> * LLM Application Tools: Building a complete generative AI application requires three components: an LLM, a cloud service, and a framework.<br> * LangChain Framework: LangChain is a Python framework that simplifies the development of generative AI applications.<br>End-to-End Projects<br>The video mentions building two projects:<br> * An Equity News Research Tool using a commercial GPT model.<br> * A Q&amp;A Tool using an open-source LLM with a retrieval-augmented generation (RAG) approach.

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• DP

  @DPSharma-yd5mm · 2 years ago

  some warnings are coming ,as the code in course compatible with earlier version. please provide the updated code. &nbsp;because after some time the code will stop working as well.

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• KA

  @kartiksang953 · 2 years ago

  Hi codebasics team i have 1 request to make here please if possible bring affordable course on &nbsp;product management it is a great field to explore but there are not much content available please bring this course you will be a life saviour for many of us as well as bring it with job assistance as well.

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• SI

  @SimanchalPradhan-t1s · 1 month ago

  This performance is clear and easy to follow It deserves more views.

• PR

  @prachi-k2y · 2 years ago

  Predictive maintenance technology in large businesses helps reduce downtime and extend the lifespan of equipment, leading to significant cost savings.

• DE

  @DecodeAI.inOfficial · 1 year ago

  updation: <a href="https://www.youtube.com/watch?v=d4yCWBGFCEs&amp;t=1929">32:09</a> Now ChatGPT is linked with web and can answer latest questions

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• AR

  @ARCANAIME7278 · 2 years ago

  The way you explain everything thing more effectively is really good

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• NI

  @nitinnikam5019 · 1 year ago

  Thanks a lot for this video , Love you from my bottom of heart !! you are doing great work Sir !!

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• SU

  @SunShine_0905 · 2 years ago

  Thankyou so much sir for this course❤🙌🏻

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• HA

  @HariAcidReign · 10 months ago

  <a href="https://www.youtube.com/watch?v=d4yCWBGFCEs&amp;t=7029">1:57:09</a> blew my mind. this is one of the core things behind LLMs. thanks for a great video!

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• NA

  @NawabTanweerAhmad · 2 years ago

  love the way you explain everything

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