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- 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
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Announcement:
- Before you leave, bookmark this for quick access!
- March 23. Join Educatum Membership using the following methods:
- March 17. Updated the Ongoing Class <Machine Learning 2025 Spring> by Hung-Yi Lee (Feb 2025 - June 2025). Join and Learn in real-time!
Leetcode and Behavioral Interviews Questions
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Tech Behavioral Interview Preparation
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Prepare for real-world scenarios and situational interview questions:
- You
- The company and Position
- Leadership
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Leetcode Top Questions
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Master algorithmic problem-solving with:
- Blind 75
- Grind 75
- Top 100 questions
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AI, ML, LLM & GenAI Interview Questions & Answers
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AI ML Interview Questions- Classic
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Fundamental concepts and traditional ML algorithms:
- Basic ML concepts
- Maths
- Basic AI concepts
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LLM and GenAI Advanced Interview Questions
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Advanced concepts of generative AI and large language models:
- LLM
- Transformer
- Stable Diffusion
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Generative AI Learning Path
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GenAI by Hand - 5 Week Study Plan
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- 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
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Top AI Tools, and Actively Hiring Companies
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AI Tools
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- Free AI tools for content creation
- Free AI tools like ChatGPT & Gemini
- AI tools for students
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AI Rising Stars: Growing & Hiring Companies
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- Recently funded by top-tier VCs
- Fastest-growing startups with high hiring rates
- Actively hiring
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Entrepreneurship Resources
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Top 300 Places to Introduce and Promote Your AI Startup or Business
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- 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
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Curated AI/ML Courses from Top Universities