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AI Tools & Technologies

Master the essential tools and technologies used in modern AI engineering

Essential Core tools for all students
Professional Industry-standard tools
Advanced Cutting-edge technologies
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Programming & Development

Essential tools and technologies in this category

Python

Essential Beginner

Primary programming language for AI development

Jupyter Notebooks

Essential Beginner

Interactive development environment

Git & GitHub

Essential Beginner

Version control and collaboration platform

VS Code

Essential Beginner

Advanced code editor with AI extensions

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Data Science & ML

Essential tools and technologies in this category

Pandas

Essential Intermediate

Data manipulation and analysis library

NumPy

Essential Intermediate

Numerical computing foundation

Scikit-learn

Professional Intermediate

Machine learning library for Python

TensorFlow

Advanced Advanced

Deep learning framework

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Specialized AI Tools

Essential tools and technologies in this category

OpenAI API

Advanced Intermediate

Access to GPT models and AI services

Gemini

Advanced Intermediate

Google's advanced language model API

Claude

Advanced Intermediate

Anthropic's AI assistant with safety focus

DeepSeek

Advanced Intermediate

Open-source AI model for coding and reasoning

LangChain

Advanced Advanced

Framework for developing LLM applications

CrewAI

Advanced Advanced

Multi-agent AI collaboration framework

SerpAI

Advanced Intermediate

AI-powered search and data extraction API

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Deployment & MLOps

Essential tools and technologies in this category

MLflow

Professional Intermediate

ML lifecycle management platform

Streamlit

Essential Beginner

Rapid web app development for ML projects

FastAPI

Professional Intermediate

Modern web framework for building APIs

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