base on # Data-Science-Gen-AI-Playlist-2024 Hello Guys, The only way to achieve anything is to work on it. Here we go refer this and thank me later :) ## The Entire Videos to crack Data Science Interviews including real world industry ready projects. * LLM Fine Tuning Playlist: [](https://www.youtube.com/watch?v=Vg3dS-NLUT4&list=PLZoTAELRMXVN9VbAx5I2VvloTtYmlApe3) * AWS Bedrock Playlist:[](https://www.youtube.com/watch?v=2maPaQutcWs&list=PLZoTAELRMXVP8-wzKPtrRST3jNCprvMZj) * Llamindex Playlist: [](https://www.youtube.com/watch?v=1eym7BTnuNg&list=PLZoTAELRMXVNOWh1SDXt5NFujQMOt-CWy) * Google Gemini Playlist: [](https://www.youtube.com/watch?v=it0l6lx3qI0&list=PLZoTAELRMXVNbDmGZlcgCA3a8mRQp5axb) * Langchain Playlist: [](https://www.youtube.com/watch?v=4O1rs7mrNDo&list=PLZoTAELRMXVORE4VF7WQ_fAl0L1Gljtar) * Data Science Projects: [](https://www.youtube.com/watch?v=S_F_c9e2bz4&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG) ## Learn In One Tutorials Statistics in 6 hours: [](https://www.youtube.com/watch?v=LZzq1zSL1bs) Machine Learning In 6 Hours: [](https://www.youtube.com/watch?v=JxgmHe2NyeY) Deep Learning 5 hours : [](https://www.youtube.com/watch?v=d2kxUVwWWwU) ## Learn In a Week Playlist Statistics:[](https://www.youtube.com/watch?v=11unm2hmvOQ&list=PLZoTAELRMXVMgtxAboeAx-D9qbnY94Yay) Machine Learning : [](https://www.youtube.com/watch?v=z8sxaUw_f-M&list=PLZoTAELRMXVPjaAzURB77Kz0YXxj65tYz) Deep Learning: [](https://www.youtube.com/watch?v=8arGWdq_KL0&list=PLZoTAELRMXVPiyueAqA_eQnsycC_DSBns) NLP : [](https://www.youtube.com/watch?v=w3coRFpyddQ&list=PLZoTAELRMXVNNrHSKv36Lr3_156yCo6Nn) ## Machine Learning, Deep Learning, and NLP Projects 1. **First End-To-End ML Project for Starters [Student Performance Prediction]** [](https://www.youtube.com/watch?v=Rv6UFGNmNZg&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&index=2) 2. **End-to-End NLP Project with GitHub Action, MLOps, and Deployment [Text Summarization]** [](https://www.youtube.com/watch?v=p7V4Aa7qEpw&list=PLZoTAELRMXVOjQdyqlCmOtq1nZnSsWvag&index=3) 3. **End-to-End ML Project Implementation Using AWS Sagemaker** [](https://www.youtube.com/watch?v=Le-A72NjaWs&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&index=16) 4. **Computer Vision: End-to-End Cell Segmentation Using Yolo V8** - (Part 1) [](https://www.youtube.com/watch?v=r8l31swbU1g&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&index=17) - (Part 2) [](https://www.youtube.com/watch?v=eiK-6ZhphiA&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&index=18) 5. **Deep Learning Project with Deployment, MLOps, and DVC [Chicken Disease Classification]** [](https://www.youtube.com/watch?v=p1bfK8ZJgkE&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&index=14) 6. **Audio Classification Projects** - (Part 1) [](https://www.youtube.com/watch?v=mHPpCXqQd7Y&t=644s&pp=ygUga3Jpc2ggbmFpayBhdWRpbyBjbGFzc2lmaWNhdGlvbiA%3D) - (Part 2) [](https://www.youtube.com/watch?v=4F-cwOkMdTE&t=449s&pp=ygUga3Jpc2ggbmFpayBhdWRpbyBjbGFzc2lmaWNhdGlvbiA%3D) - (Part 3) [](https://www.youtube.com/watch?v=uTFU7qThylE&pp=ygUga3Jpc2ggbmFpayBhdWRpbyBjbGFzc2lmaWNhdGlvbiA%3D) - (Part 4) [](https://www.youtube.com/watch?v=cqndT517NcQ&pp=ygUga3Jpc2ggbmFpayBhdWRpbyBjbGFzc2lmaWNhdGlvbiA%3D) 7. **End-to-End ML Project with MLFLOW** [](https://www.youtube.com/watch?v=pxk1Fr33-L4) 8. **End-to-End ML Project Implementation with Dockers, GitHub Action** [](https://www.youtube.com/watch?v=MJ1vWb1rGwM) 9. **Langchain Open AI Project** [](https://www.youtube.com/watch?v=_FpT1cwcSLg&list=PLZoTAELRMXVORE4VF7WQ_fAl0L1Gljtar) 10. **Kidney Disease Classification** [](https://www.youtube.com/watch?v=86BKEv0X2xU) 11. **End To End Generative AI Projects** - **End To End Advanced RAG App Using AWS Bedrock And Langchain** [](https://www.youtube.com/watch?v=0LE5XrxGvbo) - **Fine Tune LLAMA 2 With Custom Dataset Using LoRA And QLoRA Techniques** [](https://www.youtube.com/watch?v=Vg3dS-NLUT4) - **End To End Youtube Video Transcribe Summarizer LLM App With Google Gemini Pro** [](https://www.youtube.com/watch?v=HFfXvfFe9F8) - **Step-by-Step Guide to Building a RAG LLM App with LLamA2 and LLaMAindex** [](https://www.youtube.com/watch?v=f-AXdiCyiT8) - **End to end RAG LLM App Using Llamaindex and OpenAI- Indexing and Querying Multiple pdf's** [](https://www.youtube.com/watch?v=hH4WkgILUD4) - **Modified End To End Resume ATS Tracking LLM Project With Google Gemini Pro** [](https://www.youtube.com/watch?v=VZOnp2YpY8Q) - **End To End Text To SQL LLM App Along With Querying SQL Database Using Google Gemini Pro** [](https://www.youtube.com/watch?v=wFdFLWc-W4k) - **End To End Multi Language Invoice Extractor Project Using Google Gemini Pro Free LLM Model** [](https://www.youtube.com/watch?v=-ny5_RSMV6kk) - **Build a PDF Document Question Answering LLM System With Langchain,Cassandra,Astra DB,Vector Database** [](https://www.youtube.com/watch?v=zxo3T4aQj6Q) ", Assign "at most 3 tags" to the expected json: {"id":"8523","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"