Abid's writing portfolio is a collection of blogs, tutorials, cheat sheets, guides, projects, and books covering data analytics, machine learning, SQL, Python, natural language processing, large language models, artificial intelligence, machine learning operations, and career guidance.
I have published over 340+ pieces online, and it will take me a few weeks to add them all. Please keep checking back weekly for updates. Thank you for your patience. Don't forget to Star ⭐ the repository.
Python | SQL | Programming | Data Science | Machine Learning (ML) | Machine Learning Operations (MLOps) | Natural Language Processing (NLP) | Large Language Models (LLMs) | Computer Vision | Artificial Intelligence (AI) | Data Engineering | Career Guidance Resources | Books | Cheat Sheets
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Emulating a Do-While Loop in Python: A Comprehensive Guide for Beginners
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A Beginner's Guide to Python for Loops: Mastering for i in range
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OpenAI Function Calling Tutorial: Generate Structured Output
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5 Ways You Can Use ChatGPT’s Code Interpreter For Data Science
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Claude vs. ChatGPT: Which AI Assistant Should Data Scientists Choose in 2023?
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Pandas AI: Your Guide to Generative AI-Powered Data Analysis
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Unlocking the Potential of Google Bard for Data Science Projects
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Streamline Your Machine Learning Workflow with Scikit-learn Pipelines
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Using SHAP Values for Model Interpretability in Machine Learning
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The Curse of Dimensionality in Machine Learning: Challenges, Impacts, and Solutions
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What is Similarity Learning? Definition, Use Cases & Methods
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An Introduction to SHAP Values and Machine Learning Interpretability
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PyTorch 2.0: Unveiling the Latest Updates and Insights with Code Examples
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Everything You Need to Know About MLOps: A KDnuggets Tech Brief
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Overview of PEFT: State-of-the-art Parameter-Efficient Fine-Tuning
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Fine-Tune and Run Inference on Google's Gemma Model Using TPUs for Enhanced Speed and Performance
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Fine Tuning Google Gemma: Enhancing LLMs with Customized Instructions
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Getting Started With Claude 3 Opus That Just Destroyed GPT-4 and Gemini
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Comprehensive Guide to Zephyr-7B: Features, Usage, and Fine-tuning
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Mistral 7B Tutorial: A Step-by-Step Guide to Using and Fine-Tuning Mistral 7B
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Introduction to Falcon 40B: Architecture, Training Data, and Features
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Fine-Tuning LLaMA 2: A Step-by-Step Guide to Customizing the Large Language Model
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Open Assistant: Explore the Possibilities of Open and Collaborative Chatbot Development
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Dolly 2.0: ChatGPT Open Source Alternative for Commercial Use
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ChatGPT and GPT-4 Open Source Alternatives that are Balancing the Scales
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How Watermarking Can Help Mitigate The Potential Risks Of LLMs?
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StableDiffusion Web UI: A Comprehensive User Guide for Beginners
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3 Ways to Generate Hyper-Realistic Faces Using Stable Diffusion
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Using Google’s NotebookLM for Data Science: A Comprehensive Guide
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7 Essential Generative AI Tools for Building Stand-Out AI Applications
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Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever
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7 Exciting AI Projects for Beginner, Intermediate, and Advanced Learners
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Introducing OpenChat: The Free & Simple Platform for Building Custom Chatbots in Minutes
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MiniGPT-4: A Lightweight Alternative to GPT-4 for Enhanced Vision-language Understanding
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5 Projects Build with Generative Models and Open Source Tools
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The Latest On OpenAI, Google AI, and What it Means For Data Science
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Top 7 Essential Cheat Sheets To Ace Your Data Science Interview
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28 Top Data Scientist Interview Questions For All Levels (Start Here)
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25 Free Books to Master SQL, Python, Data Science, Machine Learning, and Natural Language Processing
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Ultimate Collection of 50 Free Courses for Mastering Data Science
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A Collection Of Free Data Science Courses From Harvard, Stanford, MIT, Cornell, and Berkeley
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25 Free Courses to Master Data Science, Data Engineering, Machine Learning, MLOps, and Generative AI
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Maximizing Productivity with ChatGPT by Abid, Matthew, Kanwal, & Adrian
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Everything You Need to Know About MLOps: A KDnuggets Tech Brief - Ebook
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The Complete Collection of Data Science Cheat Sheets - Ebook