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python

18 resources · 0 articles

Resources

COURSE

ChatGPT Prompt Engineering for Developers

Andrew Ng and Isa Fulford's free hands-on course teaching developers how to use the OpenAI API effectively — covering prompting techniques, iterative refinement, summarisation, classification, and chaining.

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COURSE

IBM Data Science Professional Certificate

IBM's 10-course professional certificate covering the complete data science workflow — Python, SQL, data visualisation, machine learning, and deploying AI models — with hands-on labs and projects.

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BOOK

Automate the Boring Stuff with Python

The most popular practical Python automation book — teaching how to automate repetitive tasks including file handling, web scraping, spreadsheets, email, and PDF processing.

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VIDEO

Data Analysis with Python — Full Course

Comprehensive freeCodeCamp course covering data analysis with Python using Pandas, NumPy, Matplotlib, and Seaborn — the essential toolkit for AI data pipelines.

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VIDEO

LangChain Explained in 13 Minutes

A concise, hands-on introduction to LangChain — the most popular framework for building LLM-powered applications and AI agents in Python.

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BOOK

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

The definitive practical guide to machine learning in Python. Géron walks from scikit-learn fundamentals through deep neural networks and reinforcement learning using real datasets and working code — the book practitioners actually keep on their desks.

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APPLICATION

Streamlit

Build data apps in Python with minimal code.

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APPLICATION

Ray

Unified framework for scaling AI and Python workloads.

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APPLICATION

Keras

High-level neural networks API for fast experimentation.

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APPLICATION

Phidata

Build AI assistants with memory, knowledge, and tools.

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APPLICATION

Deepnote

AI-powered data science notebooks for teams with collaboration.

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APPLICATION

Mode Analytics

Collaborative analytics platform with SQL, Python, and visualization.

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APPLICATION

Hex

Collaborative data workspace with AI-powered analysis and notebooks.

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APPLICATION

scikit-learn

Simple and efficient tools for predictive data analysis in Python.

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APPLICATION

PyTorch

Meta's flexible deep learning framework for research and production.

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APPLICATION

TensorFlow

Google's open-source platform for machine learning model development.

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APPLICATION

CrewAI

Framework for orchestrating role-playing autonomous AI agents.

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COURSE

Fast.ai Deep Learning Course

Practical deep learning for coders - learn to build real AI applications.

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