FreeBirds Crew - Data Science and Generative AI

FreeBirds Crew - Data Science and Generative AI

I am the Senior Data Scientist and my experience is in generative ai, large language models, data science, machine learning, deep learning, natural language processing, and an educator, and a mentor, with over 5+ years' experience in the industry. This is my KZbin channel where I explain various topics on GenAI, LLM, Data Science, ML/DL, and AI with many real-world problem scenarios. I have build over 100+ projects on data science, machine learning, and AI and competed in various hackathons, ideathons and competitions in our community. My main aim is to make everyone familiar of GenAI, Data Science, ML and AI. Please subscribe and support the channel. As i love new technology, all these videos are free and I promise to make more interesting content as we go ahead.
For any collaboration drop me a mail at [email protected]

Please free to drop a mail for Product unboxing, Latest Product Launch, GPU's unboxing and any other collaboration.

WE LEARN AND GROW TOGETHER.

GenAI Vector Embeddings Explained: Create, Store, Search | ChromaDB & FAISS | Learn RAG from Scratch

17:01

GenAI Vector Embeddings Explained: Create, Store, Search | ChromaDB & FAISS | Learn RAG from Scratch

Күн бұрын

RAG Chunking Strategies [Top 11] | Semantic Chunking to LLM Chunking | Learn RAG from Scratch

26:11

RAG Chunking Strategies [Top 11] | Semantic Chunking to LLM Chunking | Learn RAG from Scratch

14 күн бұрын

⁣What is Retrieval-Augmented Generation (RAG)? | Why LLMs Hallucinate? | Learn RAG from the Scratch

10:07

⁣What is Retrieval-Augmented Generation (RAG)? | Why LLMs Hallucinate? | Learn RAG from the Scratch

14 күн бұрын

GenAI Sentiment Analysis [ Better then NLTK, TextBlob - LLM ] | Word2Vec Embeddings | GenAI Projects

14:13

GenAI Sentiment Analysis [ Better then NLTK, TextBlob - LLM ] | Word2Vec Embeddings | GenAI Projects

Ай бұрын

GenAI Hyperpersonalization with Machine Learning and LLM for Insights | Recommendation Engine

18:12

GenAI Hyperpersonalization with Machine Learning and LLM for Insights | Recommendation Engine

2 ай бұрын

GenAI Income Tax Optimization [India 2024 Tax Slabs] | LLM + RAG ChromaDB | Zypher 7B LLM

8:54

GenAI Income Tax Optimization [India 2024 Tax Slabs] | LLM + RAG ChromaDB | Zypher 7B LLM

3 ай бұрын

GenAI Financial Portfolio Optimization [Mutual Funds & Stocks] | LLM + RAG | Zypher 7B LLM [Mistral]

8:45

GenAI Financial Portfolio Optimization [Mutual Funds & Stocks] | LLM + RAG | Zypher 7B LLM [Mistral]

3 ай бұрын

GenAI Financial Synthetic Data Generator [Mimic Your Data] | LLM + RAG [ Zypher 7B LLM ] Mistral LLM

7:13

GenAI Financial Synthetic Data Generator [Mimic Your Data] | LLM + RAG [ Zypher 7B LLM ] Mistral LLM

4 ай бұрын

GenAI 75 Hard Completed [Consolidated] | Theory and Code | Open Source LLMs and Langchain Projects

3:01

GenAI 75 Hard Completed [Consolidated] | Theory and Code | Open Source LLMs and Langchain Projects

4 ай бұрын

GenAI Financial Recommendation Engine | LLM + RAG ChromaDB [ Zypher 7B LLM ] Mistral LLM

10:33

GenAI Financial Recommendation Engine | LLM + RAG ChromaDB [ Zypher 7B LLM ] Mistral LLM

4 ай бұрын

GenAI Financial Chatbot | Building LLM + RAG Framework [ Zypher 7B LLM ] Mistral LLM | Hugging Face

9:14

GenAI Financial Chatbot | Building LLM + RAG Framework [ Zypher 7B LLM ] Mistral LLM | Hugging Face

5 ай бұрын

GenAI Financial Default Prediction | Building RAG Framework [ Zypher 7B LLM ] and Hugging Face

9:57

GenAI Financial Default Prediction | Building RAG Framework [ Zypher 7B LLM ] and Hugging Face

5 ай бұрын

GenAI Financial Fraud Detection | Building RAG Framework using Hugging Face [ Zypher 7B LLM ]

10:21

GenAI Financial Fraud Detection | Building RAG Framework using Hugging Face [ Zypher 7B LLM ]

5 ай бұрын

GenAI Financial Advisor | Building Investment Strategies using GenAI [ LLM + RAG ] Python Langchain

7:33

GenAI Financial Advisor | Building Investment Strategies using GenAI [ LLM + RAG ] Python Langchain

5 ай бұрын

GenAI Financial News Summarizer to Prediction Stock Market Sentiment [ LLM + RAG ] Python Langchain

5:41

GenAI Financial News Summarizer to Prediction Stock Market Sentiment [ LLM + RAG ] Python Langchain

5 ай бұрын

GenAI Financial Report Building [ LLM + RAG ] using API Data with Python and Langchain

9:53

GenAI Financial Report Building [ LLM + RAG ] using API Data with Python and Langchain

5 ай бұрын

Day 75/75 Holistic Evaluation of Language Models [HELM] Framework | Evaluation Metrics Python GenAI

23:02

Day 75/75 Holistic Evaluation of Language Models [HELM] Framework | Evaluation Metrics Python GenAI

7 ай бұрын

Day 72/75 Hugging Face LLM Evaluation Framework [Explained] | BLEU ROUGE HELM | Python GenAI

17:42

Day 72/75 Hugging Face LLM Evaluation Framework [Explained] | BLEU ROUGE HELM | Python GenAI

7 ай бұрын

Day 71/75 GenAI LLM Evaluation Framework [Explained] LLM Evaluation Metrics | Holistic Evaluation

7:04

Day 71/75 GenAI LLM Evaluation Framework [Explained] LLM Evaluation Metrics | Holistic Evaluation

7 ай бұрын

Day 68/75 Meta LLAMA 3 Fine Tuning [ Explained ] ORPO Fine Tuning + LORA and QLORA | Python GenAi

7:45

Day 68/75 Meta LLAMA 3 Fine Tuning [ Explained ] ORPO Fine Tuning + LORA and QLORA | Python GenAi

7 ай бұрын

Day 65/75 LLM Quantization Techniques [GPTQ - AWQ - BitsandBytes NF4] Python | Hugging Face GenAI

11:11

Day 65/75 LLM Quantization Techniques [GPTQ - AWQ - BitsandBytes NF4] Python | Hugging Face GenAI

7 ай бұрын

Day 64/75 Era of 1Bit LLM and 1.58Bit LLM [Most Efficient Quantization Technique] GenAI

9:11

Day 64/75 Era of 1Bit LLM and 1.58Bit LLM [Most Efficient Quantization Technique] GenAI

7 ай бұрын

Day 63/75 GenAI LLM Quantization [Quantize and De-Quantize] Affine and Scale Quantization

10:57

Day 63/75 GenAI LLM Quantization [Quantize and De-Quantize] Affine and Scale Quantization

7 ай бұрын

Day 62/75 Why [INT1 INT4] not used in LLM Quantization | What are Accumulation Data Types? GenAI

3:54

Day 62/75 Why [INT1 INT4] not used in LLM Quantization | What are Accumulation Data Types? GenAI

7 ай бұрын

Day 61/75 LLM Quantization | How Accuracy is maintained? | How FP32 and INT8 calculations same?

7:48

Day 61/75 LLM Quantization | How Accuracy is maintained? | How FP32 and INT8 calculations same?

8 ай бұрын

Day 60/75 LLM Quantization to Convert Float32 to Int8 | LLM Evaluation Framework | Scalable LLM

8:49

Day 60/75 LLM Quantization to Convert Float32 to Int8 | LLM Evaluation Framework | Scalable LLM

8 ай бұрын

Day 51/75 Chat with Images or Graphs with [Google Vision Pro LLM] Build Streamlit App using Python

7:16

Day 51/75 Chat with Images or Graphs with [Google Vision Pro LLM] Build Streamlit App using Python

8 ай бұрын

Day 50/75 How to Fine Tune Google Gemma LLM on [Punjabi Language] for Question Answering or ChatBot

6:39

Day 50/75 How to Fine Tune Google Gemma LLM on [Punjabi Language] for Question Answering or ChatBot

8 ай бұрын

Day 49/75 Build Chatbot with Google Gemma LLMs on Kaggle in 15 lines using Python | Hugging Face

6:45

Day 49/75 Build Chatbot with Google Gemma LLMs on Kaggle in 15 lines using Python | Hugging Face

8 ай бұрын

Пікірлер

@LauraThomas-y2o

@LauraThomas-y2o 6 сағат бұрын

You're doing a fantastic job! A bit off-topic, but I wanted to ask: I have a SafePal wallet with USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). What's the best way to send them to Binance?

@SumairKhan-s7u

@SumairKhan-s7u 7 сағат бұрын

Hi, is there a way to use any pre built trained bot on the financial statements of a company for instance where by it can inform you about the trends or other rel relevant insights as well as suggestions?

@freebirdscrew2023

@freebirdscrew2023 7 сағат бұрын

Yes you can ! Use RAG to put all finance statements and then use hugging face model with good prompt to act as chatbot fr you

@fabiodeoliveiraribeiro1602

@fabiodeoliveiraribeiro1602 Күн бұрын

Nissan’s new chairs are capable of returning to their original position at the conference table after the last person leaves the room and claps. The devices that allow the chairs to do this are equipped with AI microchips with spatial memory, geolocation, and wireless communication between each unit. But there’s a catch: they can be hacked, and if they develop some kind of primitive consciousness, the Nissan chairs can start to rebel. They can organize against the men to move out of position seconds after they start to sit down, rallying to block the door before they enter the room, walking away from the workplace, or committing chairsuicide on the building’s stairs. This is the Nissan chair Terminator scenario.

@shiva22082 5 күн бұрын

really awesome ,bro can you share colab link for this notebook

@freebirdscrew2023

@freebirdscrew2023 5 күн бұрын

Checkout my GitHub bro

@rajivraghu9857

@rajivraghu9857 5 күн бұрын

Good one

@freebirdscrew2023

@freebirdscrew2023 5 күн бұрын

Thanks ! Keep support 🙏🏻

@BlueCheeseBoss

@BlueCheeseBoss 6 күн бұрын

Same error as mentioned in the other comment, what all libraries do I have to install?

@freebirdscrew2023

@freebirdscrew2023 6 күн бұрын

All libraries are mentioned in the notebook, try installing them all then restart the notebook once

@avinashg3685 7 күн бұрын

You can't use the train_test_split function in the time series data. Because that function makes you the random split in the 80:20/70:30 percentage which makes the time independent.

@freebirdscrew2023

@freebirdscrew2023 7 күн бұрын

Yes I know! Time series data is split by time not randomly! It’s just a project example when I’m learning time series! So did a silly mistake 😅

@VikramMeena1 10 күн бұрын

Suprb Simi🎉🎉🎉🎉🎉

@freebirdscrew2023

@freebirdscrew2023 10 күн бұрын

Thank you sir g

@CrickHub-n8k 10 күн бұрын

Will it be available after the live program to watch again ??

@freebirdscrew2023

@freebirdscrew2023 10 күн бұрын

Yes

@CrickHub-n8k 10 күн бұрын

@freebirdscrew2023 Thank you from depth of my heart ❤️ to provide so beneficial type of content 🙏🙏

@freebirdscrew2023

@freebirdscrew2023 10 күн бұрын

I’m happy my content help you! Please share it ahead on LinkedIn or other use gf groups

@Савнова 10 күн бұрын

Thanks for sharing such valuable information! A bit off-topic, but I wanted to ask: I have a SafePal wallet with USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). How should I go about transferring them to Binance?

@pradyumnkumarshukla8858

@pradyumnkumarshukla8858 10 күн бұрын

Nice overall , try to do lesser cuts in audio…..

@freebirdscrew2023

@freebirdscrew2023 10 күн бұрын

I will try my best

@arindamn4880 12 күн бұрын

Is it possible to derive the entropy formula?

@freebirdscrew2023

@freebirdscrew2023 12 күн бұрын

Yes it is

@arindamn4880 12 күн бұрын

@@freebirdscrew2023 can you show us please

@arindamn4880 12 күн бұрын

@@freebirdscrew2023 can you please show us, how to derive?

@Gauravranamuz 12 күн бұрын

My project is to do Financial document analysis using LLM please Help me.

@freebirdscrew2023

@freebirdscrew2023 12 күн бұрын

Please DM me on Instagram

@RomanLyubimov-k6j

@RomanLyubimov-k6j 13 күн бұрын

The description says that there is a code for the video on GitHub. However, there is no code. You are a liar. Dislike and unsubscribe.

@VikramMeena1 14 күн бұрын

Great work simi, keep it up👏👏

@freebirdscrew2023

@freebirdscrew2023 14 күн бұрын

Thanks sir g 😁😁

@BlueCheeseBoss

@BlueCheeseBoss 14 күн бұрын

Do you know any available datasets for the same but for IPL 2025?

@freebirdscrew2023

@freebirdscrew2023 14 күн бұрын

Currently not available on kaggle but you can scrape it from ipl official website

@BlueCheeseBoss

@BlueCheeseBoss 14 күн бұрын

@@freebirdscrew2023 Uhh can you explain the process of that?

@BlueCheeseBoss

@BlueCheeseBoss 14 күн бұрын

@@freebirdscrew2023 Like do I need to to get the results of IPL 2024 and add to your csv file and then get the new squads and add it? Like can you explain what changes I would have to make?

@freebirdscrew2023

@freebirdscrew2023 13 күн бұрын

Sure I’ll make a video on that soon

@ChristopherAdams-w4x

@ChristopherAdams-w4x 14 күн бұрын

You're doing a fantastic job! Could you help me with something unrelated: I have a SafePal wallet with USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). How should I go about transferring them to Binance?

@PhyllisGrano 16 күн бұрын

Thanks for the forecast! I have a quick question: I have a SafePal wallet with USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). Could you explain how to move them to Binance?

@simranduggal8911

@simranduggal8911 16 күн бұрын

Too good!!

@freebirdscrew2023

@freebirdscrew2023 16 күн бұрын

Thank you 👻

@chesstasticable

@chesstasticable 17 күн бұрын

This video is a waste of time. It's about face detection, not recognition

@freebirdscrew2023

@freebirdscrew2023 17 күн бұрын

If you put some more time in listening and learning rather than criticising my years old video when I’m just a beginner ! You could have known that face recognition is just one step game after face detection

@saturdaywedssunday

@saturdaywedssunday Ай бұрын

Can you guide me in switching job ?

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Sure! Pls schedule a call with me at Topmate - topmate.io/simranjeet97/145437

@cypher_i0 Ай бұрын

your content is really good but can u please remove background music

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Yes pls check further videos ! Music is removed

@Shankhesh-w4n Ай бұрын

Sir entire Course is very nice and well informative...

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Thanks

@pankajtripathi1687

@pankajtripathi1687 Ай бұрын

I am like Mark Zuckerberg

@UmeshThakur-g1n

@UmeshThakur-g1n Ай бұрын

Share the dataset link

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

It’s dummy data only bro

@RekhaRani-cw8wz

@RekhaRani-cw8wz Ай бұрын

Really

@Radhika-z7w Ай бұрын

❤❤

@simranjeetsingh3537

@simranjeetsingh3537 Ай бұрын

Wow😮😮

@saturdaywedssunday

@saturdaywedssunday Ай бұрын

Keep up good work

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Thanks’ please keep supporting

@simranduggal8911

@simranduggal8911 Ай бұрын

Great!!

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Thank you 🙂

@Arg-poetry-music

@Arg-poetry-music Ай бұрын

It is a great video brother . Please upload projects for resume too

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Sure I’ll! Meanwhile you can check my members only program by joining my KZbin membership

@akira-bn4tl Ай бұрын

Ayoo wtf🤣

@saturdaywedssunday

@saturdaywedssunday Ай бұрын

Keep doing great videos. We will be with you❤❤

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Thanks a lot 🥲🥲

@saturdaywedssunday

@saturdaywedssunday Ай бұрын

❤❤

@Jeganbaskaran Ай бұрын

You are hitting the real world problem rather than simple educational video....your usecase videos are stand out of the crowd... Much appreciated!!! you can try the compliance & Contract generation though it looks easy however with their existing contract and align with the new generation one is always tricky!! Thank you again bro!!!

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Sure I’ll brother! Thanks for appreciation 😇

@paulntalo1425 Ай бұрын

Thank you for sharing

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Thanks for watching!

@SONUKUMAR-gd9lr

@SONUKUMAR-gd9lr Ай бұрын

i have doubt regarding for each response it take very much time around 15-20 mint for each response how can i reduce response time?

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Use on-premise LLM with OLAMA or API of LLM

@SONUKUMAR-gd9lr

@SONUKUMAR-gd9lr Ай бұрын

@@freebirdscrew2023 Thanks🙏

@SONUKUMAR-gd9lr

@SONUKUMAR-gd9lr Ай бұрын

@@freebirdscrew2023 Thanks

@zeelpatel3858 Ай бұрын

Hey bro what is the ratio of training and testing dataset

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

70:30

@madhursaini5796

@madhursaini5796 Ай бұрын

can using these values provided by SHAP we can make an equation .like we do in simple regression

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

You can 😇

@zanefalcao3230

@zanefalcao3230 Ай бұрын

Notebook not available bro

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

It’s in GitHub or you can check the first video of this playlist for consolidation excel sheet of all days with code

@supritblackhawk

@supritblackhawk Ай бұрын

Hi, been watching your videos. Really love them. Picking up new concepts to go and dig deeper elsewhere. A quick feedback: It might be better if you don't read out of the notebook & instead explain it, even using your own words. I feel that the videos are conceptually rich, but currently at a high level.

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Thanks for your feedback Will work on that and yes thanks for appreciating

@adityaraaz3671

@adityaraaz3671 Ай бұрын

I want pre trained models which can judge Drowsiness.

@freebirdscrew2023

@freebirdscrew2023 Ай бұрын

Sure will make video on that

@LeugimLegna2014

@LeugimLegna2014 Ай бұрын

Gracias saludos desde Lima - Perú.