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[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: interviewing 10 upwork millionaires\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "10 Upwork Millionaires Reveal Their Secrets!", "role": "assistant" } ]
[ { "content": "Top Insights from 10 Upwork Millionaires", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: llm alignment\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Aligning LLMs with Human Values: A Guide", "role": "assistant" } ]
[ { "content": "The Future of LLM Alignment: What You Should Expect", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: ai risk, safety, and alignment\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "How to Ensure AI Safety in 2025", "role": "assistant" } ]
[ { "content": "Navigating AI Ethics: What You Need to Know", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: expectation values\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Master Expectation Values: A Step-by-Step Guide", "role": "assistant" } ]
[ { "content": "Unveiling the Secrets of Expectation Values Today", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: rag\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "7 Key Benefits of RAG Systems Explained", "role": "assistant" } ]
[ { "content": "Why RAG is the Future of Knowledge Bases", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: how i become a data scientist (my journey to data science from physics)\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "How I Switched to Data Science (My Story)", "role": "assistant" } ]
[ { "content": "My 5-Year Leap from Physics to Data Science", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: fine-tuning flux.1 on images of me\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "5 Steps to Fine-Tuning FLUX.1 Like a Pro", "role": "assistant" } ]
[ { "content": "My FLUX.1 Fine-Tuning Journey in 15 Minutes", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: topological data analysis\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Unveiling Patterns: Topological Data Analysis 101", "role": "assistant" } ]
[ { "content": "How Topological Data Analysis Shapes AI", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: intro independent component analysis\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Breakdown: Independent Component Analysis for Beginners", "role": "assistant" } ]
[ { "content": "5 Key Concepts in Independent Component Analysis", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: why i quit my 6f data science job\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Why I Left My Data Science Job & What I Found Next", "role": "assistant" } ]
[ { "content": "Quitting Data Science for Something Better: My Story", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: fine-tuning multimodal embedding models\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Fine-Tuning Multimodal Embeddings: A Step-by-Step Guide", "role": "assistant" } ]
[ { "content": "Mastering Multimodal Embeddings: Tips and Tricks", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: fine-tuning flux.1 on images of me\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "FLUX.1 Fine-Tuning Tips: From Zero to Hero", "role": "assistant" } ]
[ { "content": "5 Steps to Fine-Tuning FLUX.1 Like a Pro", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: gaussian mixture model\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Introduction to Gaussian Mixture Models", "role": "assistant" } ]
[ { "content": "Gaussian Mixture Models: Your New Best Friend", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: how to handle missing data\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Missing Data? 3 Easy Techniques You Need to Know", "role": "assistant" } ]
[ { "content": "How to Handle Missing Data Like a Pro", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: fine-tuning llms on human feedback\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "How Human Feedback Transforms LLMs", "role": "assistant" } ]
[ { "content": "Inside LLM Fine-Tuning: My Pro Tips", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: fine-tuning llms to think (advanced reasoning)\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "5 Advanced Techniques for LLM Fine-Tuning", "role": "assistant" } ]
[ { "content": "Mastering LLM Fine-Tuning for Advanced Reasoning", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: distribution differences: ks-test (d statistic), kl divergence, wasserstein. jensen-shannon divergence\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "How to Choose the Right Distance Metric for Distributions", "role": "assistant" } ]
[ { "content": "Wasserstein & Jensen-Shannon: Mastering Distribution Comparisons", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: how to think like a data scientist\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "How to Develop a Data Scientist Mindset", "role": "assistant" } ]
[ { "content": "Master Data Science Thinking in 15 Minutes", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: python tutorial for ai beginners\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Python AI Basics: Your Ultimate Guide", "role": "assistant" } ]
[ { "content": "Python for AI: Start Coding Today!", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: my $15,000 content creation strategy\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "7 Secrets to Boosting Your Content Game (Free!)", "role": "assistant" } ]
[ { "content": "5 Steps to Doubling Your Content Revenue (Free eBook)", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: sensitivity analysis overview. what is sensitivity analysis and when you need it in your data science project.\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Sensitivity Analysis 101: A Data Scientist's Guide", "role": "assistant" } ]
[ { "content": "The Power of Sensitivity Analysis in Data Science", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: fine-tuning bert for text classification\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Master Text Classification with BERT: A Step-by-Step Guide", "role": "assistant" } ]
[ { "content": "Boost Your Text Classification Game with BERT Fine-Tuning", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: continual learning (ml)\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "How to Stay Updated in ML: My 3-Step Plan", "role": "assistant" } ]
[ { "content": "Continuous Learning in ML: What You Need to Know", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: github for data science\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "How to Use GitHub Like a Pro in Data Science", "role": "assistant" } ]
[ { "content": "Git for Data Science: Tips & Tricks You Need to Know", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: fine-tuning llms on human feedback\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "5 Steps to Fine-Tune LLMs Like a Pro", "role": "assistant" } ]
[ { "content": "Inside LLM Fine-Tuning: My Pro Tips", "role": "assistant" } ]
[ { "content": "Given the YouTube video idea write an engaging title.\n\n**Video Idea**: neural network dropout\n\n**Additional Guidance**:\n- Title should be between 30 and 75 characters long\n- Only return the title idea, nothing else!", "role": "user" } ]
[ { "content": "Neural Network Dropout: A Beginner's Guide", "role": "assistant" } ]
[ { "content": "Dropout Mechanism in Deep Learning: Simplified", "role": "assistant" } ]