Siddhardhan
Siddhardhan
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Generative AI Hands-on Course – OpenAI, Gemini Pro, Llama 3, Ollama, Langchain, RAG & More
Welcome to our comprehensive Generative AI hands-on course! In this video, we dive deep into the world of artificial intelligence, exploring powerful tools and models such as OpenAI, Gemini Pro, Llama 3, Ollama, Langchain, and RAG.
Join this channel to get access to perks:
ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin
00:00 Introduction
00:49 Topics Covered
03:10 Transformers Explained
14:50 GPT-4o - Python API
34:37 GPT-4o with Langchain
50:49 GPT-4o Chatbot in Streamlit
1:25:01 Translator App GPT-4o Streamlit
1:57:48 Gemini Pro Apps Streamlit
3:16:27 LLAMA 3 with hugging Face
3:53:21 Gemma Hugging Face
4:18:00 Deploy LLM - Gradio
4:46:41 RAG Explained
4:59:48 Doc QA - RAG GPT-4o
5:27:10 Ollama - Getting started
5:47:05 Local RAG - Ollama Llama 3
6:15:05 Streamlit app - Local RAG Ollama
All presentation files for the Machine Learning course as PDF for as low as ₹200 (INR): Drop a mail to siddhardhans2317@gmail.com
Machine Learning Course in 60 Hours: ua-cam.com/play/PLfFghEzKVmjvII5ZcBnFWQOUjtUVdDnmo.html&si=EnSIkaIECMiOmarE
Machine Learning Projects Playlist: ua-cam.com/play/PLfFghEzKVmjvuSA67LszN1dZ-Dd_pkus6.html
Download the Course Curriculum File from here: drive.google.com/file/d/17i0c6SmncNuwSgr9W1MRRk3YYdEOP9Gd/view?usp=sharing
LinkedIn: www.linkedin.com/in/siddhardhan-s-741652207
Telegram Group: t.me/siddhardhan
Переглядів: 5 149

Відео

Unleash the Power of Local Llama 3 RAG with Streamlit & Ollama! 🦙💡
Переглядів 1,3 тис.День тому
This video is about building a streamlit app for Local RAG (Retrieval Augmented Generation) using LLAMA 3 with Ollama. Join this channel to get access to perks: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin All presentation files for the Machine Learning course as PDF for as low as ₹200 (INR): Drop a mail to siddhardhans2317@gmail.com Machine Learning Course in 60 Hours: ua-cam.com/play/P...
Deploy Large Language Model (LLM) using Gradio as API | LLM Deployment
Переглядів 83414 днів тому
This video is about deploying LLM as API using Gradio in Python Join this channel to get access to perks: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin Code files link: drive.google.com/drive/folders/1JUuvr5y0-EA94kY1MwSsmJlZoxaybwWk?usp=sharing All presentation files for the Machine Learning course as PDF for as low as ₹200 (INR): Drop a mail to siddhardhans2317@gmail.com Machine Learnin...
Ollama Llama 3 - RAG: How to create a local RAG system with LLAMA 3 using OLLAMA
Переглядів 2,4 тис.14 днів тому
This video is about building a local RAG system with LLAMA 3 using OLLAMA. Join this channel to get access to perks: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin Code file link: drive.google.com/file/d/1C2WP_vCdFF3weVqBGFtrrrErZMrddhiC/view?usp=sharing Ollama Getting started: ua-cam.com/video/X_2rOzaeKco/v-deo.html RAG - concept: ua-cam.com/video/L4NeJpeNz5o/v-deo.html All presentation f...
Ollama - Run LLMs Locally - Gemma, LLAMA 3 | Getting Started | Local LLMs
Переглядів 61921 день тому
This video is about getting started with Ollama to run LLMs locally. Join membership for exclusive perks: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin Deep Learning Projects Playlist: ua-cam.com/play/PLfFghEzKVmjvyT7wdfDJSHhS0FdF8jd-U.html Machine Learning Projects Playlist: ua-cam.com/play/PLfFghEzKVmjvuSA67LszN1dZ-Dd_pkus6.html Download the Course Curriculum File from here: drive.googl...
GPT-4o - Document Question Answering using LangChain - RAG | OpenAI | Retrieval Augmented Generation
Переглядів 1,3 тис.28 днів тому
This video is about building a GPT-4o powered Document Question Answering System in Python using Retrieval Augmented Generation (RAG) methodology. Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin Colab file link: colab.research.google.com/drive/13nSQuprce8f1WJ-xKeIui...
Google's Gemma with Hugging Face - Hands-on Guide | Generative AI | Gemma | LLM
Переглядів 921Місяць тому
Dive into the future of generative AI with our detailed guide on how to access Google's Gemma using Hugging Face. This video provides a step-by-step walkthrough to help you harness the power of one of the most advanced language models available today. Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: ua-cam.com/channel...
Translator App with GPT-4o using Streamlit & LangChain | Generative AI Tutorial
Переглядів 833Місяць тому
Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin Discover how to build an advanced Translator App leveraging the power of GPT-4o, Streamlit, and LangChain. In this comprehensive tutorial, we'll guide you through the process of setting up and integrating these powerfu...
DL 2.1.7. Matrix for Deep Learning | Mathematics for Deep Learning
Переглядів 463Місяць тому
Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin This video is about Matrix for Deep Learning. This tutorial covers everything you need to know about matrices & their importance in deep learning Join this channel to get access to perks: ua-cam.com/channels/G04dVOTmbR...
Accessing GPT-4o with LangChain
Переглядів 1,6 тис.Місяць тому
Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin Discover the incredible capabilities of GPT-4o and how to seamlessly integrate it with LangChain in this comprehensive tutorial. We'll guide you through the entire process, from setting up the environment to deploying ...
Deploy LLAMA 2 on AWS SageMaker - Production-Ready | LLMOps
Переглядів 866Місяць тому
Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin Discover how to deploy LLAMA 2 on AWS SageMaker for a production-ready setup. This step-by-step guide covers everything you need to know to get your LLAMA 2 model running smoothly in a real-world environment. Join this...
GPT-4o ChatBot using Streamlit in Python | OpenAI
Переглядів 3,8 тис.Місяць тому
Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin This video is about building a chatbot using OpenAI's GPT-4o API using Streamlit as web app. Check membership Perks: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin GitHub repository link: github.com/siddhardhan23/...
Getting Started with GPT-4o API: Chat Completion & Image Understanding | OpenAI Guide Python
Переглядів 2,6 тис.Місяць тому
Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin
Transformers, explained: Understand the model behind ChatGPT, Gemini, LLAMA 3, and Grok
Переглядів 670Місяць тому
Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin Dive into the world of Generative AI with our comprehensive guide to Transformers! This video breaks down the complex technology of Transformers that powers some of today’s most advanced AI systems, including ChatGPT, ...
OpenAI's GPT-4o is here and it is...
Переглядів 823Місяць тому
Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: ua-cam.com/channels/G04dVOTmbRYPY1wvshBVDQ.htmljoin Say hello to GPT-4o, OpenAI's new flagship model which can reason across audio, vision, and text in real time. Link: openai.com/index/hello-gpt-4o/
DL. 2.1.6. Vector Operations in Python - Part 2 | Deep Learning Course
Переглядів 384Місяць тому
DL. 2.1.6. Vector Operations in Python - Part 2 | Deep Learning Course
Deploy Python API on AWS Lambda | FastAPI on AWS Lambda
Переглядів 809Місяць тому
Deploy Python API on AWS Lambda | FastAPI on AWS Lambda
DL. 2.1.5. Vector Operations - Part 2 | Deep Learning Course
Переглядів 364Місяць тому
DL. 2.1.5. Vector Operations - Part 2 | Deep Learning Course
Deep Learning Project Series - Project 6 to 10 | Complete Hands-on Tutorial in Python
Переглядів 2,4 тис.Місяць тому
Deep Learning Project Series - Project 6 to 10 | Complete Hands-on Tutorial in Python
DL. 2.1.4. Vector Operations in Python - Part 1 | Deep Learning Course
Переглядів 712Місяць тому
DL. 2.1.4. Vector Operations in Python - Part 1 | Deep Learning Course
Pycharm Tutorial #1 - Setup & Basics
Переглядів 2,4 тис.Місяць тому
Pycharm Tutorial #1 - Setup & Basics
DL Project 10. Sentiment Analysis on IMDB Reviews with LSTM | Deep Learning Projects
Переглядів 3,9 тис.2 місяці тому
DL Project 10. Sentiment Analysis on IMDB Reviews with LSTM | Deep Learning Projects
Deep Learning Project Series - Project 1 to 5 | Complete Hands-on Tutorial in Python
Переглядів 4,9 тис.2 місяці тому
Deep Learning Project Series - Project 1 to 5 | Complete Hands-on Tutorial in Python
DL. 2.1.3. Vector Operations - Part 1 | Deep Learning Course
Переглядів 4182 місяці тому
DL. 2.1.3. Vector Operations - Part 1 | Deep Learning Course
DL. 2.1.2. Mastering Vectors for Deep Learning | Deep Learning Course
Переглядів 5512 місяці тому
DL. 2.1.2. Mastering Vectors for Deep Learning | Deep Learning Course
Generative Adversarial Network (GAN) - Explained
Переглядів 5002 місяці тому
Generative Adversarial Network (GAN) - Explained
Retrieval Augmented Generation (RAG) Explained | LLM | Gen AI
Переглядів 9402 місяці тому
Retrieval Augmented Generation (RAG) Explained | LLM | Gen AI
Meta's LLAMA 3 with Hugging Face - Hands-on Guide | Generative AI | LLAMA 3 | LLM
Переглядів 12 тис.2 місяці тому
Meta's LLAMA 3 with Hugging Face - Hands-on Guide | Generative AI | LLAMA 3 | LLM
How to Set Up an AWS SageMaker Notebook Instance for Machine Learning | Step-by-Step Tutorial
Переглядів 7682 місяці тому
How to Set Up an AWS SageMaker Notebook Instance for Machine Learning | Step-by-Step Tutorial
DL. 2.1.1. Linear Algebra for Deep Learning | Deep Learning Course
Переглядів 6672 місяці тому
DL. 2.1.1. Linear Algebra for Deep Learning | Deep Learning Course

КОМЕНТАРІ

  • @janani588
    @janani588 5 годин тому

    please continue this leetcode series sir.😄

  • @sonamraj5323
    @sonamraj5323 6 годин тому

    There is no link for data science project

  • @muhammadhutomo
    @muhammadhutomo 17 годин тому

    Thank you so much Sir, your tutorials really help me. May God gives you the best rewards.

  • @urdouchbag
    @urdouchbag 19 годин тому

    Hey where can i get a practice set on these concepts?

  • @shahriarafridi
    @shahriarafridi День тому

    Thank You for this entire project

  • @murthypg3479
    @murthypg3479 День тому

    hello sir your videos help me a lot to learn deep learning can you post videos very fast that shows in the first video

  • @thabor7402
    @thabor7402 День тому

    Six Projects in and I'm so grateful that you committed to educate us in so much detail and repetitiveness, this is probably gonna change my life for the better and I might never even get to meet you. So Thank you Sidd!🙏

  • @IshaMadlani-ne6fq
    @IshaMadlani-ne6fq День тому

    Why did you not mention anaconda anywhere?

  • @ErAadity
    @ErAadity День тому

    Is not necessary to standardize the data ??? by from sklearn.preprocessing import StandardScaler

  • @Srv_Sngh
    @Srv_Sngh День тому

    Any project on Decision Tree in your playlist??

  • @SS-uk2rh
    @SS-uk2rh День тому

    hi ! can i ask ? this prediction use what algorithm ?

  • @raavihemalatha9565
    @raavihemalatha9565 День тому

    Better please explain in a little bit slowly,

  • @devloper_hs
    @devloper_hs 2 дні тому

    Will you be releasing part 2?

  • @MohammadKumail-pl8pf
    @MohammadKumail-pl8pf 2 дні тому

    can you please try to make some projects with tensorflow and keras . as I also want to learn those libraries

  • @MuhammadKhubaib-ii8xy
    @MuhammadKhubaib-ii8xy 2 дні тому

    urdu hindi ma video honi chahya thi

  • @stargoonmiracleousworld1251
    @stargoonmiracleousworld1251 2 дні тому

    Thank you so much sir✨

  • @khushitomer3955
    @khushitomer3955 2 дні тому

    Please make a model on music generation

  • @muneerapm8933
    @muneerapm8933 2 дні тому

    Your videos on machine learning are excellent! I am interested in purchasing the PDF presentations. I have emailed you regarding where to send the payment but haven't received a response yet. Thank you!

  • @Akinjohnsonn
    @Akinjohnsonn 3 дні тому

    Weldone sir❤

  • @kaviyapriya6329
    @kaviyapriya6329 3 дні тому

    Well explained bro

  • @sonamraj5323
    @sonamraj5323 3 дні тому

    It's amazing,, thank you 😀

  • @maheshrockzz5115
    @maheshrockzz5115 3 дні тому

    How to create our own data set for this project

  • @karthiksanthosh3631
    @karthiksanthosh3631 3 дні тому

    this is truly wonderful, kudos to your mentality to roll this beautiful classes for free

  • @karishmarajput1871
    @karishmarajput1871 3 дні тому

    Hey ! just wanted to tell you that you make amazing projects ... and please make project on COVID-19 Data Analysis

  • @kh76dam
    @kh76dam 3 дні тому

    Hello . thanks for your great video

  • @harshbhawalkar1573
    @harshbhawalkar1573 3 дні тому

    bro when loading the csv files its saying that there are multiple zip lines , but the data is different in all three files how to solve this error

  • @ruhultusar8390
    @ruhultusar8390 3 дні тому

    Hello @Siddhardhan It was a very informative video and helped me a lot to understand the entire code. Can you please make a video on How can we fine tune the LLama 3 using RAG while the code structure will be the same as this video (It will help to understand the entire process at a time).

  • @SM-eh6vz
    @SM-eh6vz 4 дні тому

    For Parkions's input_data we have to do Standerdized Scaling ? BCZ the model having the Sclaer data?so we have the Sacle the user_input data in give model to predict sir???? i am correct ?? how it works ??

  • @omkargujar6507
    @omkargujar6507 4 дні тому

    Sir can you tell which hardware and software's are use in this project

  • @neelamsavardekar9886
    @neelamsavardekar9886 4 дні тому

    I am getting the output but it also throws a warning on execution. Can you tell me what it mean and how can I solve it?.BTW I am running the code in Pycharm --> UserWarning: X does not have valid feature names, but StandardScaler was fitted with feature names warnings.warn(

  • @aditkaushal9397
    @aditkaushal9397 5 днів тому

    test accuracy for : simple linear regression : 0.76 svm regression: -0.11 random forest regression: 0.803 so our choice right now can be to plot random forest regression model or use it for this use case I also processed the values of the X_test in standard scalar and label encoded all the categorical data. My prediction using the random forest regressor for data like : 'age':19,'sex':'male','bmi':27.9,'children':0,'smoker':'yes','region':'northeast' is coming out as 17207.38 which is close to the actual value

  • @mlTS7626
    @mlTS7626 5 днів тому

    Thanks for the tutorial Even for a single page pdf, with chunk size 1000 and overlap 200 It is taking me more than a minute 1.25 minute to answer a single query, is this normal? ((sys config: Ryzen5 5600H 16gb RAM no GPU))

  • @user-uk9ze9pe4h
    @user-uk9ze9pe4h 5 днів тому

    Simple and to the points, thanks a lot

  • @MScProject-u9n
    @MScProject-u9n 6 днів тому

    I have faced an issue: RuntimeError: No GPU found. A GPU is needed for quantization. How to use Few-shots in meta-llama/Meta-Llama-3-8B and Dataset in .csv file?

  • @Angela-tb7ho
    @Angela-tb7ho 6 днів тому

    ValidationError Traceback (most recent call last) Cell In[24], line 1 ----> 1 llm = Ollama( 2 model = "llama3:latest", 3 temperatue=0 4 ) File ~/Applications/anaconda3/lib/python3.11/site-packages/pydantic/main.py:341, in pydantic.main.BaseModel.__init__() ValidationError: 1 validation error for Ollama temperatue extra fields not permitted (type=value_error.extra) Hello, do you know how to fix this error?

  • @enigmatic-alien6294
    @enigmatic-alien6294 6 днів тому

    Error loading the model: file signature not found While running streamlit app Please help sir

  • @vivansingh895
    @vivansingh895 6 днів тому

    Great video.

  • @md.ismailhossain5191
    @md.ismailhossain5191 6 днів тому

    how can we implement it user interface?

  • @heeirak_k
    @heeirak_k 6 днів тому

    so well explained brother i was so confused with all these libraries & funcs...

  • @ayushmayekar4809
    @ayushmayekar4809 7 днів тому

    Pls make a video on how to use mongodb as a vectorstore for executing similarity search

  • @super7ace
    @super7ace 8 днів тому

    after searching for 100s of videos on RAG, I finally found someone who really digs deeper into the code and writes the code instead of giving an overview of written code. You got a sub.

  • @swarantejvajrapu
    @swarantejvajrapu 8 днів тому

    Bro keep posting the videos I am eagerly waiting for upcoming videos in this series

  • @hemavathireddy3102
    @hemavathireddy3102 8 днів тому

    Which python version are u using im facing problem installing the libraries

  • @aysham3664
    @aysham3664 8 днів тому

    Awsome!!

  • @hackerhacks4520
    @hackerhacks4520 8 днів тому

    SIr thanks a lot for this playlist or else I have seen many playlists with only theory and not actual coding. Means a lot sir 🙏❣

  • @josephabanga783
    @josephabanga783 8 днів тому

    This guy is just too good, top notch content for free

  • @clinton4817
    @clinton4817 9 днів тому

    The Dataset Can't be accessed any more. The second time i am encountering this issue with the projects. Consider this when making your projects because i believe the projects are made to educate for a long time. Thank You

  • @nikhilreddy4582
    @nikhilreddy4582 9 днів тому

    Bro is this maths playlist is also helpful for data analysis?

  • @taraknathbera2150
    @taraknathbera2150 9 днів тому

    Radhe Radhe

  • @nurbintehamid328
    @nurbintehamid328 9 днів тому

    best best best🎉❤