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🎓 Gain Hands-on Industry Experience
💼 Land Your Dream Job or Build Your Startup
The most beginner-friendly curriculum and Content in AI & Generative AI.
🚀 Zero to Pro in 6 months.
💰 $4,000 + Worth Value
📦 40+ Products
🎤 Live Events & Workshops
⏳ 320+ Hours of Content
--AI Agents
✅Generative AI for Busy People
✅Essential Prerequisites
✅Git and GitHub
✅Python for AI
✅Prompt Engineering for Developers
✅Master  LLM & Langchain
✅Multimodal using Gemini (LLM)
✅Hugging Face
✅RAG vs FineTuning
✅ML Ops & Deployment
✅Vector Databases and AI Agents
✅Project-based Workshops
✅ Masterclasses on New Topics
✅& More..

🌐 Join an Exclusive WhatsApp Community
🤝 Network with MENA's Most Passionate AI Enthusiasts, including Senior Professionals and Decision Makers
🚪 Access Unique Business & Job Opportunities

The Best Way to Start Your AI Journey. Join Now!

Still Undecided, More Details Here ➡️ http://decodingdatascience.com/startnow

🎓 Gain Hands-on Industry Experience
💼 Land Your Dream Job or Build Your Startup
The most beginner-friendly curriculum and Content in AI & Generative AI.
🚀 Zero to Pro in 6 months.
💰 $4,000 + Worth Value
📦 40+ Products
🎤 Live Events & Workshops
⏳ 320+ Hours of Content
--AI Agents
✅Generative AI for Busy People
✅Essential Prerequisites
✅Git and GitHub
✅Python for AI
✅Prompt Engineering for Developers
✅Master  LLM & Langchain
✅Multimodal using Gemini (LLM)
✅Hugging Face
✅RAG vs FineTuning
✅ML Ops & Deployment
✅Vector Databases and AI Agents
✅Project-based Workshops
✅ Masterclasses on New Topics
✅& More..

🌐 Join an Exclusive WhatsApp Community
🤝 Network with MENA's Most Passionate AI Enthusiasts, including Senior Professionals and Decision Makers
🚪 Access Unique Business & Job Opportunities

The Best Way to Start Your AI Journey. Join Now!

Still Undecided, More Details Here ➡️ http://decodingdatascience.com/startnow



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Outcome Based Workshops' recordings ensure targeted learning. Review sessions at your pace, deepening understanding & achieving desired outcomes in AI and Data Science

Building Projects Using Cursor: The AI-Powered Code Editor

Cursor_AI_Workshop Document

Getting Started with Github Profile and Repo

2025 Video Recordings

12th Nov Deck: https://github.com/Decoding-Data-Science/CommunityWorkshops/blob/main/learn-enough-docker-to-be-dangerous.pdf

Containerization & what it means to an engineering team

Oct 24th  code  here https://github.com/Decoding-Data-Science/airesidency/tree/main/aws-bedrock

Build Generative AI Applications using Amazon Bedrock

From Zero to Building LLM chatbots with No code VoiceFlow (LLM +RAG)

Flowise AI: Build Your Own AI Chatbot in Minutes

17th Sep: Deep Learning Frameworks for Convolutional Neural Networks (CNNs) Code: https://github.com/Decoding-Data-Science/airesidency/blob/main/1.Deep%20Learning%20basics%20with%20Python%2C%20TensorFlow%20and%20Keras.ipynb

Deep Learning Frameworks for Convolutional Neural Networks (CNNs)

14th Sept Make your Local chatGPT for Free Mohamad Yasser

Make your Local chatGPT for Free

13th Sep Building LLM chatbots with No code  Voiceflow

Building LLM chatbots with No code Voiceflow

31st August: Generating Professional Diagrams using chatGPT

Generating Professional Diagrams using chatGPT

16th August 2024  Amazon Shopping Assistant Project using LLM and Agents using OnDemand http://decodingdatascience.com/ondemand

Amazon Shopping Assistant Project using LLM and Agents

17th August : Mastering Agentic RAG: Build Corrective Systems with LangChain & LangGraph DJ Code: https://github.com/Decoding-Data-Science/airesidency/blob/main/Building_an_Agentic_Corrective_RAG_System_with_LangGraph.ipynb

Mastering Agentic RAG: Build Corrective Systems with LangChain & LangGraph

13th August Emerging Technologies for Industry Leaders Shreya

Emerging Technologies for Industry Leaders & OnDemand Demo

25th July : 🎥YouTube Notes Generator using Gemini 
Code & App : https://huggingface.co/spaces/decodingdatascience/ytnotes

🎥YouTube Notes Generator using Gemini

17th July  Workshop Creating LLM Powered Weather Bot using VS Code
Code:  https://github.com/Decoding-Data-Science/CommunityWorkshops/tree/main/WeatherAssistant_Jul17

Workshop Creating LLM Powered Weather Bot using VS Code

10th July Prompt Engineering and using Langsmith to Generate Professional Prompts

Prompt Engineering and using Langsmith to Generate Professional Prompts

20th June: Resources Used: Code https://github.com/Decoding-Data-Science/CommunityWorkshops/tree/main/endtoeendRAGgroq

End To End Document Q&A RAG App using Groq

2nd July 2023 OpenAI API: Assistants Playground Deep Dive

OpenAI API: Assistants Playground Deep Dive

4th May Multi PDF RAG Application development using FAISS, Open AI and Streamlit Anish

The repo is here https://github.com/arshad831/Community_Workshops-/tree/main/Multi%20PDF%20RAG%20Application%20development%20using%20FAISS%2C%20Open%20AI%20and%20Streamlit

Multi PDF RAG Application development using FAISS, Open AI and Streamlit

23rd March 𝐄𝐧𝐝-𝐭𝐨-𝐄𝐧𝐝 𝐏𝐞𝐫𝐬𝐨𝐧𝐚𝐥 𝐂𝐨𝐝𝐞 𝐀𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭 𝐔𝐭𝐢𝐥𝐢𝐳𝐢𝐧𝐠 𝐎𝐥𝐥𝐚𝐦𝐚 Isham Code:https://github.com/di37/coding-assistant-codellama-streamlit

𝐄𝐧𝐝-𝐭𝐨-𝐄𝐧𝐝 𝐏𝐞𝐫𝐬𝐨𝐧𝐚𝐥 𝐂𝐨𝐝𝐞 𝐀𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭 𝐔𝐭𝐢𝐥𝐢𝐳𝐢𝐧𝐠 𝐎𝐥𝐥𝐚𝐦𝐚

16th March Creating Equity Research AI BOT: The Power of LLM for Stock Analysis Code & Demo https://huggingface.co/spaces/decodingdatascience/equitybot16mar

Creating Equity Research AI BOT: The Power of LLM for Stock Analysis

13th March S M.A.R.T Prompting Make AI work for you Hans

S M.A.R.T Prompting Make AI work for you

8th  Mar: Market Segmentation using RFM and K-Means 
Code & Materials used: https://github.com/arshad831/Community_Workshops-/tree/main/Customer_Segmentation_using_RFM_and_KMeans_Models

Market Segmentation using RFM and K-Means

21 Feb: Building Nutrition App , From Photo of Meal to Calories & Nutrients
👉App & Code : https://huggingface.co/spaces/decodingdatascience/healthappgemini

Building Nutrition App , From Photo of Meal to Calories & Nutrients

17th Feb Building a Resume & JD Matching App and Deploying it 
Demo App & Code : https://huggingface.co/spaces/decodingdatascience/atsresumecheck

Building a Resume & JD Matching App and Deploying it

5th Feb: Harnessing Custom GPT for Productivity: A Hands-On Workshop

Harnessing Custom GPT for Productivity: A Hands-On Workshop

31st Jan 2024: Building ATS score application using LLM

Code: https://github.com/arshad831/Community_Workshops-/blob/main/ats_application.ipynb

Building ATS score application using LLM

30th Nov 2024: Code: https://github.com/Decoding-Data-Science/airesidency/tree/main/fast_api

Building your App using FAST API

27th Jan : Building Job Search Custom GPT Mohamed Yaser

Building Job Search Custom GPT

13th Jan Text Summarization of news articles with fine Tuned LLM using Hugging Face Dr Anish

Text Summarization of news articles with fine Tuned LLM using Hugging Face

8th Jan: Getting started with Multimodal RAG using Gemini API

Getting started with Multimodal RAG using Gemini API

3rd Jan 2024 : Building AI Apps using Partyrock AWS Nocode Mohammad Yaseer
 App Created in Workshop: https://partyrock.aws/u/yasser/7iApVxpBW/Personalized-Data-Science-Career-Roadmap-Assistant

Building AI Apps using Partyrock AWS Nocode

25th Dec: Improve Insights using Advance Data Analysis chatGPT

Improve Insights using Advance Data Analysis chatGPT

21st Dec: Getting started with Gemini Isham Demo

Code  :  https://github.com/arshad831/Community_Workshops-/tree/main/getting-started-with-gemini-models-demo

Getting started with Gemini

Linkedin Mastery Workshop

16th Dec: Master Project Management Excellence  Afaque Ahmad

Master Project Management Excellence

9th Dec: Building and Deploying AI Applications Getting Started with Hugging Face Workshop 

https://github.com/arshad831/Community_Workshops-/tree/main/Huggingface

Building and Deploying AI Applications with Hugging Face

4th Dec: PowerBI Workshop for Professionals 2

Data Transformation using PowerBI

30th November:🎙️Transform Your Workday: 10X Using AI and Prompt Mastery

🎙️Transform Your Workday: 10X Using AI and Prompt Mastery

27 Nov: AI Applications Using Microsoft Semantic Kernel + OpenAI

🎙️AI Applications Using Microsoft Semantic Kernel + OpenAI

22nd Nov: Setting Up the Best Python Environment

Setting Up the Best Python Environment

20th Nov: PowerBI Workshop for Professionals 1

PowerBI Workshop for Professionals 1

15th Nov: Build your Own Custom ChatGPT  &  chatGPT + Features

Build your Own Custom ChatGPT

9th Nov: Data Analysis in AI and Storytelling in PowerPoint

Data Analysis in AI and Storytelling in PowerPoint

6th Nov: Discount Bot Application based on Sentiment using FASTAPI & OPENAI ⭐https://github.com/arshad831/Community_Workshops-/tree/main/DiscountBot

Discount Bot Application based on Sentiment using OPENAI

1st November: From Ideas to Impact: Quick Presentations with Generative AI - 2

From Ideas to Impact: Quick Presentations with Generative AI - 2

26th Oct: Langchain Unleashed: Mastering ChatGPT Training on Your Own Data - Session 6

Langchain Unleashed: Mastering ChatGPT Training on Your Own Data - Session 6

25th OCt: How to build Slides/Presentation using AI, The free and paid option

How to build Slides/Presentation using AI, The free and paid option

23rd Sep: Machine Learning: Linear Regression 1 ⭐ Code, Presentation & Datasets: https://github.com/arshad831/Community_Workshops-/tree/main/LinearRegression23sep

Machine Learning : Linear Regression 1

21st Sep 2023; 4th Workshop Langchain: Building your First Application⭐https://github.com/arshad831/Community_Workshops-/blob/main/youtube-app.py

Langchain: Building your First Application

👉14th Sep: Getting Started with Langchain: Agents & Memory 2 hours workshop 👉Code:  https://github.com/arshad831/Community_Workshops-/blob/main/Langchain_Agens_Memory14th_sep.ipynb

Getting Started with Langchain   : Agents & Memory

06 Sep: 👉Getting Started with Langchian : Chains & Agents - 2 hours detail workshop Restaurant Name Generator and Introduction to Agents ( Google Search ,Maths and Wikipedia) 👉Code: https://github.com/arshad831/Community_Workshops-/blob/main/Langchain_chains_agent_6thsepv2.ipynb

Getting Started with Langhian : Chains & Agents

01 Sep 2023: How to be a Productivity Ninja using Microsoft One Note Hemant Jain

How to be a Productivity Ninja using Microsoft One Note

31 August 2023: Getting Started with Langchain 
Code: https://github.com/arshad831/Community_Workshops-/blob/main/Demo31aug_langchain.ipynb

Getting Started with Langchain

28th August:  Magic of SQL Joins Outcome-based Workshop

Code used for the workshop: https://github.com/arshad831/Community_Workshops-/blob/main/sql-join-28thaug2023

Exploring SQL using the power of Joins Workshop

24th August: Exploratory Data Analysis using Python and ChatGPT 4 Code Interpreter

Exploratory Data Analysis using Python and ChatGPT 4 Code Interpreter

16h August : Outcome-based workshop Build your own Customized Chatbot

Playground & Build your own Customized Chatbot OPENAI

8th August: Data Analysis Real Estate using Python & AI
Code: https://github.com/arshad831/python-realestate-workshops
DataSets: https://nas.io/artificial-intelligence-guild/otok

Data Analysis Real Estate using Python & AI

2nd August 2022: Data Analysis Workshop using Python and AI  Unicorn Companies 

Data: https://nas.io/artificial-intelligence-4/udnk 

Code challenge/blob/main/Unicorn_companies_analysisworkshop-2ndAug.ipynb

[Recording] Outcome Based Workshops

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[Recording] Outcome Based Workshops

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