Technology

A comprehensive beginner-friendly guide covering 35+ ML techniques from classical algorithms (Linear Regression, SVM) to cutting-edge AI (Transformers, RLHF, RAG). Learn the mathematical and statistical foundations behind every major technique in modern AI.

A complete beginner's guide to understanding the Transformer architecture. Learn self-attention, multi-head attention, positional encoding, and why this 2017 paper changed everything—from BERT and GPT to modern LLMs.

Master computer vision from scratch: object detection with YOLO and Faster R-CNN, pixel-perfect segmentation with U-Net and Mask R-CNN, and cutting-edge generative models like GANs and Diffusion Models.

Master TensorFlow 2 and Keras from fundamentals to deployment—learn tensors, model building, training workflows, CNNs, RNNs, transfer learning, performance optimization, and production serving. Complete guide with 50+ independent executable examples.

Master PyTorch from the ground up—learn tensors, automatic differentiation, neural network construction, training loops, CNNs, RNNs, transfer learning, and production deployment. A comprehensive hands-on guide with executable code examples.

Build predictive models with scikit-learn. Master classification, regression, clustering, pipelines, and hyperparameter tuning.

Create compelling visualizations with Matplotlib and Seaborn. Learn plots, customization, statistical graphics, and best practices.

Master Pandas DataFrames, data cleaning, transformation, groupby operations, and everything needed for real-world data analysis.

Master NumPy, Python's foundation for numerical computing. Learn arrays, vectorization, broadcasting, and linear algebra through practical examples.

Explore the complete evolution of data science from traditional analytics to cutting-edge AI. Learn about business intelligence, machine learning, deep learning, generative AI, and agentic AI with practical insights and tools.

Master Python development across all major platforms with step-by-step setup instructions for VS Code, PyCharm, Jupyter Lab, and Google Colab. Learn virtual environments, package management, and best practices for data science workflows.

Navigate the complex world of enterprise technology with this comprehensive glossary covering 80+ essential terms across infrastructure, networking, cloud, DevOps, data, security, and IT governance with practical examples.

Explore 6 million years of human evolution—from our African origins to the cognitive revolution and the technological innovations that define us today. Discover the fascinating biology, instincts, and consciousness debates that make us human.