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Fine-Tune Gemma 3: A Step-by-Step Guide With Financial Q&A Dataset

1 month ago | datacamp.com | Abid Ali Awan

Fine-tune the new Gemma model using the finance reasoning dataset to improve its accuracy and adopt the style of the dataset. Mar 21, 2025 · 11 min readAbid Ali AwanCertified data scientist, passionate about building ML apps, blogging on data science, and editing. Top DataCamp CoursesLearn to develop large language models (LLMs) with PyTorch and Hugging Face, using the latest deep learning and NLP techniques.
GPT-4.5 Function Calling Tutorial: Extract Stock Prices & News With AI

2 months ago | datacamp.com | Abid Ali Awan

Build a multi-function calling AI system for extracting stock prices and news using the most advanced model by OpenAI. Mar 7, 2025 · 12 min readAbid Ali AwanCertified data scientist, passionate about building ML apps, blogging on data science, and editing. Top DataCamp CoursesLeverage the OpenAI API to get your AI applications ready for production. Start your journey developing AI-powered applications with the OpenAI API.
How to Use DeepSeek Janus-Pro Locally

Jan 28, 2025 | datacamp.com | Abid Ali Awan

Learn how to set up the DeepSeek Janus-Pro project, build your own Docker image, and run the Janus web application locally on your laptop. Jan 29, 2025 · 13 min readAbid Ali AwanCertified data scientist, passionate about building ML apps, blogging on data science, and editing.
Building Python Dashboards with ChatGPT

Jan 28, 2025 | datacamp.com | Adel Nehme

tutorialLearn how to build dashboards in Python using Dash. tutorialLearn how to use ChatGPT in a real-life end-to-end data science project. We will use it for project planning, data analysis, data preprocessing, model selection, hyperparameter tuning, developing a web app, and deploying it on the Spaces.
Fine-Tuning DeepSeek R1 (Reasoning Model)

Jan 26, 2025 | datacamp.com | Abid Ali Awan

Fine-tuning the world's first open-source reasoning model on the medical chain of thought dataset to build better AI doctors for the future. Jan 27, 2025 · 12 min readAbid Ali AwanCertified data scientist, passionate about building ML apps, blogging on data science, and editing. Top DataCamp CoursesFine-tune Llama for custom tasks using TorchTune, and learn techniques for efficient fine-tuning such as quantization.
How to Deploy LLMs with BentoML: A Step-by-Step Guide

Jan 23, 2025 | datacamp.com | Abid Ali Awan

This guide shows you how to build a question-answering AI app, serve it locally, and deploy it on BentoCloud—all with just a few lines of Python. Jan 23, 2025 · 20 min readBuild MLOps Skills TodayStart from scratch and gain career-building MLOps skills. Develop AI ApplicationsLearn to build AI applications using the OpenAI API. Abid Ali AwanCertified data scientist, passionate about building ML apps, blogging on data science, and editing.
Understanding Data Ingestion: Types, Techniques, and Tools

Jan 22, 2025 | datacamp.com | Kurtis Pykes

FeatureStructured dataSemi-structured dataUnstructured dataDefinitionHighly organized data with a predefined schema (e.g., rows and columns). Partially organized data with tags or markers for flexibility (e.g., JSON, CSV). Data without any predefined structure or organization (e.g., images, videos). ExamplesRelational databases like MySQL, PostgreSQL. JSON files, NoSQL databases, CSV logs. Images, videos, audio files, text documents. Ease of processingEasiest to process due to its strict schema.
Python Abstract Classes: A Comprehensive Guide with Examples

Jan 21, 2025 | datacamp.com | Derrick Mwiti

Learn about Python abstract classes, their purpose, and how to use the `abc` module to enforce consistent interfaces. Includes practical examples and best practices for effective implementation. Jan 22, 2025 · 10 min readTop Python CoursesGrow your data skills, discover how to manipulate and visualize data, and apply advanced analytics to make data-driven decisions.
Understanding Dimensionality Reduction

Jan 20, 2025 | datacamp.com | Abid Ali Awan

blogExplore The Curse of Dimensionality in data analysis and machine learning, including its challenges, effects on algorithms, and techniques like PCA, LDA, and t-SNE to combat it. blogLearn about unsupervised learning, its types—clustering, association rule mining, and dimensionality reduction—and how it differs from supervised learning. cheat-sheetIn this cheat sheet, you'll learn about data quality dimensions, allowing you to ensure that your data is fit for purpose.
A Simple Guide to GitOps

Jan 20, 2025 | datacamp.com | Abid Ali Awan

blogLearn everything about Git, including its applications, demand in the job market, learning resources, and a step-by-step learning plan to get started. blogLearn about the most popular version control system and why it's a must-have collaboration tool for data scientists and programmers alike. tutorialLearn about Git initial setup, Git LFS, and user-friendly Git GUI applications in this in-depth tutorial.