Learning plan cover

Expand IT skills in dev, programming & AI

LEARNING PLAN

Expand IT skills in dev, programming & AI

This learning plan is designed for professionals looking to transition into or advance within the technology sector, particularly in software development and AI. It's ideal for career changers, traditional IT professionals seeking to modernize their skillset, or anyone wanting to understand and leverage the technologies shaping the future of work. The progression from foundational programming to cutting-edge AI ensures you build both the core competencies and specialized knowledge needed in today's tech-driven economy.

ByCommunity User
2 h 35 m
12 coursesUpdated 2 hours ago
Python for EverybodyPython Crash Course, 3rd EditionComplete Software Engineer Roadmap: Beyond Just Code12 sources

How This Learning Plan Was Made

This plan was crafted by BeFreed’s proprietary AI to help you learn Expand IT skills in dev, programming & AI with ease. It is curated from in-depth research on the topic and structured around the most effective learning journeys proven by BeFreed users.

Each episode delivers bite-sized, high-impact lessons distilled from world-class sources — bestselling books, research papers, and expert insights. Together, they form a sophisticated yet accessible path to mastering Expand IT skills in dev, programming & AI.

What You'll Learn

  • Build a strong programming foundation using Python and master core concepts applicable to any language
  • Learn professional software engineering practices including clean code, refactoring, and industry-standard development techniques
  • Gain practical understanding of artificial intelligence and machine learning, from fundamentals to hands-on model building
  • Master advanced AI technologies including deep learning, neural networks, and large language models
  • Develop the skills to write maintainable, scalable code that meets professional standards
  • Understand how modern AI systems work internally and apply them to real-world problems

Build a solid foundation in programming with Python, learning essential concepts and syntax that apply across all languages. Master the fundamentals that every developer needs to know.

Python for Everybody cover
Python for Everybody

Introduction to Python programming for all levels

8 m
Python Crash Course, 3rd Edition cover
Python Crash Course, 3rd Edition

Comprehensive guide to learning Python programming.

9 m
podcast cover
source 1source 2How to Become a Software Engineer (2025 Guide)10 Essential Software Engineer Skills
6 sources
Complete Software Engineer Roadmap: Beyond Just Code

Master the full spectrum of software engineering - from technical foundations and AI tools to business thinking, specialization strategies, and building a thriving career in tech.

38 m

Elevate your coding craft by mastering clean code principles, refactoring techniques, and software engineering best practices used at top tech companies. Learn to write maintainable, scalable code that teams love to work with.

Clean Code cover
Clean Code

A practical guide to writing readable, maintainable code that will make you a better programmer and team player.

9 m
Refactoring: Improving the Design of Existing Code cover
Refactoring: Improving the Design of Existing Code

Transform code safely with small, behavior-preserving steps.

9 m
podcast cover
Clean CodeSummary of 'Clean code' by Robert C. Martin - GitHub GistThe Core Principles of Writing a Clean Code | Axolo BlogWhat Is Clean Code? A Guide to Principles and Best Practices
6 sources
The Hidden Language That Shapes Everything

Discover the art of writing software that speaks clearly to both machines and humans. Learn why clean code isn't just about making programs work, but about crafting code that tells a story and invites collaboration.

11 m

Dive into the world of artificial intelligence and machine learning. Understand how AI works, explore neural networks, and gain hands-on experience building ML models with modern frameworks.

Hands-On Machine Learning with Scikit-Learn and TensorFlow cover
Hands-On Machine Learning with Scikit-Learn and TensorFlow

Step-by-step guide to machine learning with Python

8 m
Artificial Intelligence cover
Artificial Intelligence

A captivating exploration of AI's potential and limitations, demystifying the hype and addressing crucial questions about machine intelligence.

9 m
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source 1source 2source 3source 4
6 sources
AI Deep Dive: How Machine Learning Actually Works

Journey from AI's theoretical origins to today's breakthroughs. Nia and Eli decode neural networks, explore real applications, and reveal how humans and machines can work together to shape our intelligent future.

27 m

Master cutting-edge AI technologies including neural networks, large language models, and AI agents. Explore how modern AI systems work under the hood and their real-world applications.

Make Your Own Neural Network cover
Make Your Own Neural Network

Step-by-step guide to building neural networks for beginners.

8 m
podcast cover
Guide to Large Language Models (LLMs): Capabilities and ApplicationsA Survey of Large Language Models: Evolution, Architectures, Adaptation, Benchmarking, Applications, Challenges, and Societal ImplicationsLarge language models: an overview of foundational architectures, recent trends, and a new taxonomysource 4
6 sources
All About LLMs: The AI Revolution Explained

Lena and Eli break down everything about Large Language Models - from how ChatGPT predicts words to transformer architecture, real-world applications, and why understanding LLMs is essential for the future.

10 m
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Keras Reinforcement Learning ProjectsAI Agent Architecture: Frameworks, Patterns & Best PracticesSmythOS - AI Agent Architecture: Building Blocks for Intelligent SystemsArtificial Intelligence and Generative AI for Beginners
6 sources
AI Agent Study 101: Your Complete Guide

Dive into the fascinating world of AI agents with Lena and Eli as they break down everything from reinforcement learning to multi-agent frameworks. Discover how machines are learning to think independently and transform industries.

9 m

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- broaden my IT skills.

LEARNING PLAN

- broaden my IT skills.

This learning plan is designed for professionals seeking to transition into IT roles or expand their existing technical capabilities in today's digital economy. It's ideal for career changers, business professionals wanting technical fluency, or early-career technologists aiming to build a comprehensive skill set that spans from foundational concepts to advanced specializations.

3 h 11 m4 Sections
Master in-demand tech skills

Master in-demand tech skills

LEARNING PLAN

Master in-demand tech skills

This learning plan provides a comprehensive path from programming fundamentals to advanced system architecture, covering the most sought-after skills in today's tech industry. It's ideal for aspiring software engineers, career changers looking to break into tech, and developers wanting to level up from junior to mid-level positions. With AI/ML expertise and cloud architecture knowledge increasingly becoming baseline requirements, this curriculum addresses the complete modern developer skill set employers are actively seeking.

2 h 15 m4 Sections
Learn computer

Learn computer

LEARNING PLAN

Learn computer

This comprehensive learning plan takes you from computer basics to advanced software engineering and AI, providing the complete skillset needed in today's technology-driven world. It's ideal for career changers, students, or professionals looking to gain deep technical knowledge and become creators rather than just consumers of technology. The structured progression ensures both theoretical understanding and practical coding abilities that are immediately applicable in real-world scenarios.

3 h 37 m4 Sections
Ai for engineers

Ai for engineers

LEARNING PLAN

Ai for engineers

This learning plan is designed for engineers who want to transition into AI and machine learning roles or enhance their existing software engineering skills with practical AI capabilities. It bridges the gap between theoretical AI concepts and real-world implementation, making it ideal for software developers, data engineers, and technical professionals who need to build production-grade AI systems rather than just understanding AI at a surface level.

2 h 13 m4 Sections
Learn AI & general knowledge

Learn AI & general knowledge

LEARNING PLAN

Learn AI & general knowledge

This learning plan is essential for anyone looking to understand the defining technology of our era while building the intellectual foundation to engage with it meaningfully. It's ideal for professionals seeking to stay relevant in an AI-driven world, students preparing for future careers, or curious individuals who want to comprehend how artificial intelligence will reshape society and their daily lives.

2 h 15 m4 Sections
Grow in finance, sci & tech

Grow in finance, sci & tech

LEARNING PLAN

Grow in finance, sci & tech

This learning plan is essential for professionals and lifelong learners navigating today's rapidly evolving landscape where financial literacy, scientific reasoning, and technological fluency are no longer optional but critical for success. It's particularly valuable for career professionals seeking to future-proof their skills, entrepreneurs building tech-enabled businesses, and anyone wanting to make informed decisions in an AI-driven economy.

2 h 37 m4 Sections
Technical learning

Technical learning

LEARNING PLAN

Technical learning

This learning plan provides a comprehensive path from programming beginner to proficient software developer, covering everything from fundamental concepts to advanced architectural patterns. It's ideal for aspiring developers, career changers entering tech, or self-taught programmers looking to formalize their skills and learn industry best practices. The structured progression ensures you build proper foundations while advancing toward professional-level software development capabilities.

2 h 9 m4 Sections
About AI

About AI

LEARNING PLAN

About AI

This learning plan provides essential AI literacy for professionals and curious learners navigating our increasingly AI-driven world. Whether you're a business leader making strategic technology decisions, a professional adapting to AI in your field, or simply someone seeking to understand the technology reshaping society, this comprehensive curriculum bridges technical understanding with practical and ethical considerations.

2 h 44 m4 Sections

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