Big month for Large Multimodal Models! Qwen2-VL, Pixtral are here, with Llama 3-V on the horizon. LMMs are taking center stage! 🌟 🔥 vLLM: Your ultimate inference engine for LMMs! ✅ Now supporting: BLIP-2, Chameleon, Fuyu, InternVL2, LLaVA family, MiniCPM-V, PaliGemma,

Reinforcement learning takes #Robotic to the next levels by Interesting Engineering #AI #ArtificialIntelligence #Robotics #Tech #Technology #Innovation cc: Marcus Borba Andreas Mueller @bernardmarr

Binary segmentation 🖤⚪ Effortlessly distinguish objects from the background with binary segmentation. Perfect for simplifying complex image analysis tasks and enhancing precision in various medical applications. Learn more ➡️ ow.ly/cl6p50T2RQb

FREE ML Courses- mltut.com/best-coursera-… Kirk Borne Antonio Grasso Ronald van Loon #MachineLearning #DeepLearning #BigData #Datascience #ML #HealthTech #DataVisualization #ArtificialInteligence #SoftwareEngineering #GenAI #deeplearning #ChatGPT #OpenAI #SQL #python #AI #ML #GPT

Transformer by hand✍️ Excel ~ I designed this exercise to show the core math of a Transformer model is to combine columns (attention), combine rows (feed forward), and repeat.👇Join the 'AI Math' community. 👇Download xlsx.

Fourier Integral & 3D Gaussian Wave

LeakyReLU by hand✍️ Excel ~ I designed this exercise to compare ReLU (x<0 -> 0) and LeakyReLU (x,<0 -> 0.1*x) by hand. I always think the naming of `ReLU` is needlessly complicated for such a simple operation. 👇Join the 'AI Math' community. Download xlsx.

Best Statistics Courses- mltut.com/best-statistic… Kirk Borne Antonio Grasso @ronald_vanloon #MachineLearning #DeepLearning #BigData #Datascience #ML #HealthTech #DataVisualization #ArtificialInteligence #SoftwareEngineering #GenAI #deeplearning #ChatGPT #OpenAI #SQL #python #AI #ML

'Applied Linear Algebra' - Alistair Savage (2019, PDF): alistairsavage.ca/mat3341/notes/…

Principal Component Analysis (PCA) is a powerful statistical tool used to simplify complex data sets by transforming them into a set of linearly uncorrelated variables called principal components. This technique is highly beneficial for visualizing your data, especially when

K-Means clustering, visually explained:

There are literally humanoid robotic meetups happening.

ResNet by hand✍️Excel~ I designed this exercise to compare a ResNet to an MLP and show skip-connections are simply identity matrices next to weights and biases. I also made a medium version to show how it scales. 👇Join the 'AI Math' community. Download xlsx.

[Download 700-page PDF] #Algorithms for Decision-Making — brilliant & comprehensive eBook from MIT: algorithmsbook.com/decisionmaking/ ————— #AI #MachineLearning #ORMS #ML #DataScience #DataScientist #Mathematics #Statistics #Analytics #DecisionScience #AnalyticsStrategy #Optimization

Best Statistics Courses- mltut.com/best-statistic… Kirk Borne Antonio Grasso @ronald_vanloon #MachineLearning #DeepLearning #BigData #Datascience #ML #HealthTech #DataVisualization #ArtificialInteligence #SoftwareEngineering #GenAI #deeplearning #ChatGPT #OpenAI #SQL #python #AI #ML

How Neural Networks are Trained:

Mathematics of an Artificial Neural Network:

I made this animation to connect Andrej Karpathy's llm.c with matrix multiplications by hand✍️

Real Madrid after getting battered in El Clásico:

Real Madrid vs Barcelona heatmap