<aside>
💡
- Follow this structured learning path to get a top tech job, start an AI/ML career, or simply understand the growing field of AI, even if you're not in AI now.
- Educatum | Your AI University
- Everything you need to learn and use AI or launch your career as an AI/ML engineer — from interview prep and curated courses to career advice and more. Join us!
</aside>
Announcement:
- Join our live forum for AI & ML discussions with fellow learners!
- Discord Invite: Link
- Wechat: add “Educatum”
- Officially kicked off our 5-week "Grow Together" group study starting April 14!
- Topic: AI/ML Pathway: Part 1 - Fundamentals Review.
- Structure: Small group (10) study sessions with roadmaps, facilitated by our Leads.
- Join live forum above for more details!
Leetcode and Behavioral Interviews Questions
<aside>
💡
Tech Behavioral Interview Preparation
━━━━━━━━━━━━━━
Prepare for real-world scenarios and situational interview questions:
- You
- The company and Position
- Leadership
</aside>
<aside>
💡
Leetcode Top Questions
━━━━━━━━━━━━━
Master algorithmic problem-solving with:
- Blind 75
- Grind 75
- Top 100 questions
</aside>
AI, ML, LLM & GenAI Interview Questions & Answers
<aside>
💡
AI ML Interview Questions- Classic
━━━━━━━━━━━━━━
Fundamental concepts and traditional ML algorithms:
- Basic ML concepts
- Maths
- Basic AI concepts
</aside>
<aside>
💡
LLM and GenAI Advanced Interview Questions
━━━━━━━━━━━━━
Advanced concepts of generative AI and large language models:
- LLM
- Transformer
- Stable Diffusion
</aside>
Generative AI Learning Path
<aside>
💡
GenAI by Hand - 5 Week Study Plan
━━━━━━━━━━━━━━━
- AI by hand transformer, LLM, tutorials
- Master GenAI by manual derivation, step by step with examples
- Excellent for people with prior AI/ML background
- Excellent for preparing for AI technical interviews or exams
</aside>
Top AI Tools, and Actively Hiring Companies
<aside>
💡
AI Tools
━━━━━━━━━━━━━
- Free AI tools for content creation
- Free AI tools like ChatGPT & Gemini
- AI tools for students
</aside>
<aside>
💡
AI Rising Stars: Growing & Hiring Companies
━━━━━━━━━━━━━━
- Recently funded by top-tier VCs
- Fastest-growing startups with high hiring rates
- Actively hiring
</aside>
Entrepreneurship Resources
<aside>
💡
Top 300 Places to Introduce and Promote Your AI Startup or Business
━━━━━━━━━━━━━━━━
- 300+ startup & business launch platforms: Top directories, communities, and media sites for early traction
- Free and low cost business promotion: Boost your online presence and reach your target audience
- Targeted outreach for growth: Connect with influencers and customers in niche communities
</aside>
Curated AI/ML Courses from Top Universities
<aside>
💡
Top 23 Free AI Courses: Stanford, MIT & More (Human-Curated)
━━━━━━━━━━━━━━━━
- Free AI Courses: Curated list of top free AI & ML courses.
- Top Universities: Learn from Stanford, MIT, Berkeley & more.
- Diverse AI Topics: Cover ML, deep learning, NLP, GenAI & more - all free.
</aside>