DataCamp

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Articles

Java Full-Stack Developer Roadmap: A 12-Month Learning Path

3 weeks ago | datacamp.com | Matt Crabtree

Getting Started with Java for DataBogdan, a Senior Software Engineer at DataCamp, takes you through the basics of programming with Java. You'll encounter core techniques like defining variables and flow control, and work through a problem involving data.
AI Developer Roadmap: A 12-Month Learning Path to Mastery

4 weeks ago | datacamp.com | Matt Crabtree

Follow this comprehensive AI developer roadmap to build essential AI skills, complete practical projects, and gain industry insights over a structured 12-month learning path in 2025. Training more people? Get your team access to the full DataCamp for business platform. Matt CrabtreeA senior editor in the AI and edtech space. Committed to exploring data and AI trends.
Data Analyst Roadmap: A 12-Month Step-by-Step Learning Plan

1 month ago | datacamp.com | Matt Crabtree

blogLearn how to become a data analyst and discover everything you need to know about launching your career, including the skills you need and how to learn them. blogLearn essential data analyst skills, both technical and soft skills, from Python programming to effective communication, to advance your career. blogDo you want to start or grow in the field of data science? This data science roadmap helps you understand and get started in the data science landscape.
Fine-Tune Gemma 3: A Step-by-Step Guide With Financial Q&A Dataset

2 months 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

Mar 6, 2025 | 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.