NVIDIA's new cuML framework speeds up Scikit-Learn by 50x | AI & ML Monthly

Daniel Bourke · Beginner ·🧠 Large Language Models ·10mo ago
Welcome to machine learning & AI monthly for April 2025. This is the video version of the newsletter I write every month which covers the latest and greatest (but not always the latest) in the world of AI and ML. Read the issues online: - AI/ML Monthly April 2025 (this video) — https://zerotomastery.io/blog/ai-and-machine-learning-monthly-newsletter-april-2025/ - AI/ML Monthly March 2025 — https://zerotomastery.io/blog/ai-and-machine-learning-monthly-newsletter-march-2025/ - AI/ML Monthly February 2025 — https://zerotomastery.io/blog/ai-and-machine-learning-monthly-newsletter-february-2025/…
Watch on YouTube ↗ (saves to browser)

Chapters (8)

Welcome - https://zerotomastery.io/blog/ai-and-machine-learning-monthly-newsle
0:37 Understanding Intersection Over Union (IoU) - https://www.learnml.io/posts/a-g
2:54 NVIDIA's cuML Framework for GPU Acceleration - https://developer.nvidia.com/bl
6:03 Intel's AutoRound Framework for Model Quantization - https://huggingface.co/bl
7:45 Exploring 12 Factor Agents for AI Development - https://github.com/humanlayer/
12:03 Apple's Use of LLMs for App Store Review Summarization - https://machinelearni
17:54 vLLM: Speeding Up LLM Inference - https://blog.vllm.ai/2025/04/11/transformers
22:06 Case Studies: Improving Multi-Turn Tool Use with RL - https://www.bespokelabs.

Playlist

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Xbox One S Unboxing and Xbox One Comparison
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HOW (not) TO BUILD A PULL UP BAR
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High Protein Vegan Snack - Crunchy Spicy Chickpeas
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Functional Friday | Backyard Workout
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Drawing Flowers in Python
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Functional Friday | Raw Training Australia
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My Instagram is Fake - TDBS 15 April 2017
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I Finally Realised... - TDBS 16 April 2017
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Finding The Right Medium - TDBS 18 April 2017
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I'm Camera Shy - TDBS 17 April 2017
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Full Day of Eating - Guessing My Macronutrient Ranges
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What Is Neuralink??! - TDBS 22 April 2017
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I Failed My First Two Years Of University - TDBS 21 April 2017
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Disagree and Commit, Words of Wisdom from Jeff Bezos - TDBS 19 April 2017
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A Lesson In Movement | Raw Training Australia
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My First Time Speaking In Public - TDBS 20 April 2017
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What I Would Do Differently At High School - TDBS 23 April 2017
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Self-Awareness Is A Super Power - TDBS 24 April 2017
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A Template For Cold Emails - TDBS 25 April 2017
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800 Calorie Pancake of Peace | High Protein Pancake
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3 Benefits of Cold Showers
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My First Wedding, Relationships And Public Speaking - TDBS 30 April 2017
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I'm Addicted to Learning - TDBS 28 April 2017
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MORE MACHINE LEARNING | 100 Days of Code 2
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TensorBoard and learning from Einstein | 100 Days of Code 3
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What I Learned From Creating My Own Radio Show - TDBS 101
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Ego Versus Self
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Job Interview Tips and Open Ocean Swim | 100 Days of Code 4
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I Want To Help 100,000 People Workout | AI Powered Personal Trainer
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MACHINE LEARNING IN 5 MINUTES
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COFFEE, YOGA and AWS | 100 Days of Code 5
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MY FIRST STARTUP WEEKEND | 100 Days of Code 6
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What Is An Expert Generalist?
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Completing Andrew Ng's Machine Learning Course on Coursera | 100 Days of Code 12
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GENERATING FACES WITH GANs | 100 Days of Code 14
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Graduating From the Udacity Deep Learning Nanodegree | 100 Days of Code 15
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SLEEP YOUR WAY TO FAT LOSS
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5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
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Dave Ebbelaar (LLM Eng)