# Abid's Writing Portfolio

> Explore expertly crafted blogs, step-by-step tutorials, quick-reference cheat sheets, immersive projects, detailed book reviews, and career resources focused on data and AI.

Abid Ali Awan is a data scientist, AI engineer, and technical writer. This site collects practical tutorials, article indexes, cheat sheets, book resources, and career material about artificial intelligence, machine learning, data science, data engineering, programming, Python, SQL, and related topics.

## Core Pages

- [Home](https://abid.work): Author profile, latest posts, search, and topic navigation.
- [Sitemap](https://abid.work/sitemap.xml): XML sitemap for all public pages.

## Topic Collections

- [Artificial Intelligence (AI) Tutorials, Tools, and Learning Resources](https://abid.work/pages/artificial-intelligence): Curated artificial intelligence tutorials, AI agent guides, generative AI tools, model walkthroughs, and practical resources by Abid Ali Awan.
- [Books by Abid](https://abid.work/pages/books-by-abid): Books written by Abid Ali Awan.
- [Career Advice](https://abid.work/pages/career-advice): A collection of resources, tutorials, and articles about Career Advice.
- [Cheat Sheets](https://abid.work/pages/cheat-sheets): A collection of resources, tutorials, and articles about Cheat Sheets.
- [Computer Vision](https://abid.work/pages/computer-vision): A collection of resources, tutorials, and articles about Computer Vision.
- [Contact Me](https://abid.work/pages/contact): Curated writing portfolio content.
- [Data Engineering](https://abid.work/pages/data-engineering): A collection of resources, tutorials, and articles about Data Engineering.
- [Data Science](https://abid.work/pages/data-science): A collection of resources, tutorials, and articles about Data Science.
- [Large Language Models (LLMs)](https://abid.work/pages/large-language-models): A collection of resources, tutorials, and articles about Large Language Models (LLMs).
- [Machine Learning (ML)](https://abid.work/pages/machine-learning): A collection of resources, tutorials, and articles about Machine Learning (ML).
- [Machine Learning Operations (MLOps)](https://abid.work/pages/machine-learning-operations): A collection of resources, tutorials, and articles about Machine Learning Operations (MLOps).
- [Natural Language Processing (NLP)](https://abid.work/pages/natural-language-processing): A collection of resources, tutorials, and articles about Natural Language Processing (NLP).
- [Programming](https://abid.work/pages/programming): A collection of resources, tutorials, and articles about Programming.
- [Python](https://abid.work/pages/python): A collection of resources, tutorials, and articles about Python.
- [SQL](https://abid.work/pages/sql): A collection of resources, tutorials, and articles about SQL.

## Featured External Articles

- [GLM-5.3-Flash Tutorial: Build a Multi-Agent Stock Analyst](https://www.datacamp.com/tutorial/glm-5-3-flash-tutorial): Artificial Intelligence
- [DeepSeek Harness Tutorial: Getting Started with the Most Popular Open-Source AI Agent](https://www.datacamp.com/tutorial/deepseek-harness): Artificial Intelligence
- [Build an End-to-End Data Science Project with Grok Build and Grok 4.6](https://www.kdnuggets.com/build-an-end-to-end-data-science-project-with-grok-build-and-grok-4-6): Artificial Intelligence
- [How to Use Unsloth Desktop for Local AI Workflows](https://www.datacamp.com/tutorial/how-to-use-unsloth-desktop-for-local-ai-workflows): Artificial Intelligence
- [Top 15 Python Frameworks for Building Complete Agentic AI Applications](https://www.datacamp.com/blog/top-python-frameworks-for-agentic-ai): Artificial Intelligence
- [Mastering Digital Art with Stable Diffusion](https://machinelearningmastery.com/mastering-digital-art-with-stable-diffusion/): Books By Abid
- [Maximizing Productivity with ChatGPT](https://machinelearningmastery.com/productivity-with-chatgpt/): Books By Abid
- [Everything You Need to Know About MLOps: A KDnuggets Tech Brief - Ebook](https://www.kdnuggets.com/tech-brief-everything-you-need-to-know-about-mlops): Books By Abid
- [The Complete Collection of Data Science Cheat Sheets - Ebook](https://www.kdnuggets.com/news/subscribe.html): Books By Abid
- [10 GitHub Repositories for Web Development in Python](https://www.kdnuggets.com/10-github-repositories-for-web-development-in-python): Career Advice
- [10 GitHub Awesome Lists for Data Science](https://www.kdnuggets.com/10-github-awesome-lists-for-data-science): Career Advice
- [10 GitHub Features That You Are Missing Out On](https://www.kdnuggets.com/10-github-features-that-you-are-missing-out-on): Career Advice
- [10 GitHub Repositories to Master FastAPI](https://www.kdnuggets.com/10-github-repositories-to-master-fastapi): Career Advice
- [10 GitHub Repositories to Master Self-Hosting](https://www.kdnuggets.com/10-github-repositories-to-master-self-hosting): Career Advice
- [Top 10 Collections of Cheat Sheets on GitHub](https://www.kdnuggets.com/top-10-collections-of-cheat-sheets-on-github): Cheat Sheets
- [10 ChatGPT Projects Cheat Sheet](https://www.kdnuggets.com/10-chatgpt-projects-cheat-sheet): Cheat Sheets
- [Scikit-learn for Machine Learning Cheat Sheet](https://www.kdnuggets.com/2022/12/scikit-learn-machine-learning-cheatsheet.html): Cheat Sheets
- [Python Control Flow Cheat Sheet](https://www.kdnuggets.com/2022/11/python-control-flow-cheatsheet.html): Cheat Sheets
- [LangChain Cheat Sheet](https://www.kdnuggets.com/2023/08/langchain-cheat-sheet.html): Cheat Sheets
- [How to Run FLUX.2 Locally on an RTX 3090](https://www.datacamp.com/tutorial/how-to-run-flux2-locally): Computer Vision
- [Top 7 Open Source OCR Models](https://www.kdnuggets.com/top-7-open-source-ocr-models): Computer Vision
- [Fine-Tuning Ministral 3: A Step-by-Step Guide to Training a Vision-Language Model for X-Ray Classification](https://www.datacamp.com/tutorial/fine-tuning-ministral-3): Computer Vision
- [Top 5 Open Source Video Generation Models](https://www.kdnuggets.com/top-5-open-source-video-generation-models): Computer Vision
- [7 Computer Vision Projects for All Levels](https://www.kdnuggets.com/7-computer-vision-projects-for-all-levels): Computer Vision
- [5 Workflow Automation Tools for All Professionals](https://www.kdnuggets.com/5-workflow-automation-tools-for-all-professionals): Data Engineering
- [Getting Started with the Data Engineer Handbook](https://www.kdnuggets.com/getting-started-data-engineer-handbook): Data Engineering
- [7 Projects to Master Data Engineering](https://www.kdnuggets.com/7-projects-master-data-engineering): Data Engineering
- [7 Data Engineering Tools for Beginners](https://www.kdnuggets.com/7-data-engineering-tools-for-beginners): Data Engineering
- [A Beginner’s Guide to ClickHouse Database](https://www.kdnuggets.com/a-beginners-guide-to-clickhouse-database): Data Engineering
- [What Professionals Should Know About Data Science and AI, According to Harvard Business School Online](https://www.kdnuggets.com/what-professionals-should-know-about-data-science-and-ai-according-to-harvard-business-school-online): Data Science
- [5 Best AI Tools for Data Analysis You Should Try in 2026](https://www.kdnuggets.com/5-best-ai-tools-for-data-analysis-you-should-try-in-2026): Data Science
- [How to Clean Messy CSV Files with Python: A Beginner’s Guide](https://www.kdnuggets.com/how-to-clean-messy-csv-files-with-python-a-beginners-guide): Data Science
- [Pandas GroupBy Explained With Examples](https://www.kdnuggets.com/pandas-groupby-explained-with-examples): Data Science
- [Top 7 n8n Workflow Templates for Data Science](https://www.kdnuggets.com/top-7-n8n-workflow-templates-for-data-science): Data Science
- [The Best GPU Cloud Providers for LLM Training and Inference](https://www.datacamp.com/blog/best-gpu-cloud-providers): Large Language Models
- [How to Run Qwen3.8-Flash-Next Locally as a Coding Agent with OpenCode](https://www.datacamp.com/tutorial/run-qwen3-8-flash-next-locally): Large Language Models
- [Speed Up LLM Inference with DSpark Speculative Decoding](https://www.kdnuggets.com/speed-up-llm-inference-with-dspark-speculative-decoding): Large Language Models
- [Run Muse Glimmer for Local Vibe Coding with llama.cpp, DFlash, and Pi](https://www.kdnuggets.com/run-muse-glimmer-for-local-vibe-coding-with-llama-cpp-dflash-and-pi): Large Language Models
- [How to Run Qwen3.8-27B Locally on an NVIDIA RTX 5090](https://www.datacamp.com/tutorial/how-to-run-qwen3-8-27b-locally): Large Language Models
- [7 Machine Learning Algorithms That Still Matter](https://www.kdnuggets.com/7-machine-learning-algorithms-that-still-matter): Machine Learning
- [10 Best AutoML Frameworks for Python and No-Code Users](https://www.datacamp.com/blog/best-automl-frameworks): Machine Learning
- [5 Time Series Foundation Models You Are Missing Out On](https://www.kdnuggets.com/5-time-series-foundation-models-you-are-missing-out-on): Machine Learning
- [How to Run SAM Audio Locally](https://www.datacamp.com/tutorial/how-to-run-sam-audio-locally): Machine Learning
- [Export Your ML Model in ONNX Format](https://machinelearningmastery.com/export-your-ml-model-in-onnx-format/): Machine Learning
- [Build and Deploy Your First Autonomous AI Agent with FastAPI Cloud](https://www.datacamp.com/tutorial/build-deploy-first-autonomous-ai-agent-with-fast-api-cloud): Machine Learning Operations
- [How to Deploy Your First App on FastAPI Cloud](https://www.kdnuggets.com/how-to-deploy-your-first-app-on-fastapi-cloud): Machine Learning Operations
- [Train, Serve, and Deploy a Scikit-learn Model with FastAPI](https://machinelearningmastery.com/train-serve-and-deploy-a-scikit-learn-model-with-fastapi/): Machine Learning Operations
- [Top 7 Docker Compose Templates Every Developer Should Use](https://www.kdnuggets.com/top-7-docker-compose-templates-every-developer-should-use): Machine Learning Operations
- [Top 5 Self Hosting Platform Alternative to Vercel, Heroku & Netlify](https://www.kdnuggets.com/top-5-self-hosting-platform-alternative-to-vercel-heroku-netlify): Machine Learning Operations
- [How to Run Local Speech-to-Text on CPU with VibeASR.cpp](https://www.datacamp.com/tutorial/how-to-run-local-speech-to-text-on-cpu-with-vibeasr-cpp): Natural Language Processing
- [Getting Started with Zero-Shot Text Classification](https://machinelearningmastery.com/getting-started-with-zero-shot-text-classification/): Natural Language Processing
- [Top 5 Text-to-Speech Open Source Models](https://www.kdnuggets.com/top-5-text-to-speech-open-source-models): Natural Language Processing
- [What is Named Entity Recognition (NER)? Methods, Use Cases, and Challenges](https://www.datacamp.com/blog/what-is-named-entity-recognition-ner): Natural Language Processing
- [What is Text Generation?](https://www.datacamp.com/blog/what-is-text-generation): Natural Language Processing
- [Tech Stack for Vibe Coding Modern Applications](https://www.kdnuggets.com/tech-stack-for-vibe-coding-modern-applications): Programming
- [5 Android Apps for Code Editing](https://www.kdnuggets.com/5-android-apps-for-code-editing): Programming
- [Top 7 Coding Plans for Vibe Coding](https://www.kdnuggets.com/top-7-coding-plans-for-vibe-coding): Programming
- [5 Code Sandboxes for Your AI Agents](https://www.kdnuggets.com/5-code-sandbox-for-your-ai-agents): Programming
- [7 Must-Have Tools for Your Coding Workflow](https://www.kdnuggets.com/7-must-have-tools-for-your-coding-workflow): Programming
- [Top 15 Python Frameworks for Building Complete Agentic AI Applications](https://www.datacamp.com/blog/top-python-frameworks-for-agentic-ai): Python
- [How to Build a Simple AI Web Scraper with Python](https://www.kdnuggets.com/how-to-build-a-simple-ai-web-scraper-with-python): Python
- [5 Easy Ways to Install Python on Windows](https://www.kdnuggets.com/5-easy-ways-to-install-python-on-windows): Python
- [7 Best Web Crawling Tools and APIs in 2026](https://www.kdnuggets.com/7-best-web-crawling-tools-and-apis-in-2026): Python
- [I Replaced Pip, Virtualenv, and Poetry With uv: Here’s Why](https://www.kdnuggets.com/i-replaced-pip-virtualenv-and-poetry-with-uv-heres-why): Python
- [5 Real-World SQL Projects to Build Your Data Portfolio](https://www.kdnuggets.com/5-real-world-sql-projects-to-build-your-data-portfolio): Sql
- [Using SQL with Python: SQLAlchemy and Pandas](https://www.kdnuggets.com/using-sql-with-python-sqlalchemy-and-pandas): Sql
- [SQL CONTAINS: A Comprehensive Tutorial](https://www.datacamp.com/tutorial/sql-contains): Sql
- [Mastering SQL NOT EQUAL Operator: A Beginner's Guide](https://www.datacamp.com/tutorial/sql-not-equal): Sql
- [SQL NOT IN Operator: A Comprehensive Guide for Beginners](https://www.datacamp.com/tutorial/sql-not-in-operator): Sql

## Usage Notes

- Prefer canonical URLs from this file and the XML sitemap.
- Pages are curated topic collections; external article links point to the original publishers.
- Attribute this site as Abid's Writing Portfolio by Abid Ali Awan when citing the collection.