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in Machine Learning
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ApX brings together everything you need to explore and grow in machine learning.
Whether you're starting with the basics or refining advanced skills, it's all here in one place.
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Build and deploy machine learning models with automated workflows. Perfect for tabular data analysis and predictions.
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Comprehensive courses to master Machine Learning and Data Science fundamentals.
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Fine-tune and deploy custom language models for your specific use cases. Launching soon.
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Mar 25, 2025
DeepSeek V3-0324 is an updated checkpoint with better coding performance and the same setup as previous versions. Here’s how to run it with the latest weights.
Mar 24, 2025
Performance comparison of TensorFlow, PyTorch, and JAX using a CNN model and synthetic dataset. Benchmarked on NVIDIA L4 GPU with consistent data and architecture to evaluate training time, memory usage, and model compilation behavior.
Mar 13, 2025
Learn the recommended GPU specifications for running Google DeepMind's latest Gemma 3 models efficiently, including VRAM requirements for text and image-to-text tasks.
Mar 12, 2025
Learn how to generate videos using Wan2.1, an advanced open-source video generation model. This guide walks you through installation, setup, and running text-to-video generation on consumer and high-end GPUs.
Mar 6, 2025
QwQ-32B is a 32-billion-parameter reasoning model optimized with reinforcement learning, rivaling larger models like DeepSeek-R1. This guide covers installation and running methods, including Hugging Face and an easier alternative using Ollama.
Mar 5, 2025
Comparing NVIDIA GPUs with Apple's macOS Metal GPUs for machine learning workloads. Performance tests include a deep learning rig, MacBook M3 Pro, MacBook Air M1, and Google Colab's free tier.
Mar 5, 2025
Learn how to run PyTorch on a Mac's GPU using Apple’s Metal backend for accelerated deep learning. This guide covers installation, device selection, and running computations on MPS.
Feb 25, 2025
Learn how to integrate and use the Claude 3.7 API, Anthropic’s latest hybrid reasoning AI model. This guide covers authentication, making API requests with cURL, Python, and JavaScript, and key features like extended reasoning and Claude Code.