Amazon SageMaker
Learn to build, train, and deploy ML models using AWS SageMaker, covering notebook instances, S3 buckets, XGBoost algorithm, and endpoint predictions.
MySQL Database with Python
Learn to integrate MySQL with Python for data science, covering installation, database creation, CRUD operations, and essential SQL concepts for analytics.
Feature Selection
Learn techniques for effective feature selection in machine learning, including variance threshold, correlation analysis, information gain, and chi-square statistical analysis.
Reinforcement Learning
Learn the fundamentals of reinforcement learning and implement basic concepts using Python for data science applications.
Julia Programming with Machine Learning Tutorials
Comprehensive introduction to Julia for machine learning, covering installation, basic programming concepts, and data science applications.
MLOPS
Learn MLOps fundamentals, implementation, deployment, and continuous integration using tools like MLFlow in this comprehensive program.
Exploratory Data Analysis
Learn advanced techniques for exploratory data analysis and feature engineering in house price prediction, including automated visualization tools and efficient EDA libraries.
CRUD with Blazor WebAssembly & Web API in .NET 5
Learn to build a full-stack Blazor WebAssembly application with Web API in .NET 5, covering CRUD operations, API controllers, client-side implementations, and data management for a superhero-themed project.
Scala Crash Course by a Scala Veteran - With Some JavaScript Flavor
Comprehensive Scala tutorial covering language fundamentals, functional programming concepts, object-oriented features, and advanced topics for beginners and experienced developers.
Scala Tutorial
Comprehensive guide to Scala programming, covering basics to advanced concepts. Learn syntax, object-oriented and functional programming, data structures, and practical application development.
Scala Online Training
Learn Scala programming fundamentals, syntax, and advanced concepts through hands-on practice. Covers data types, functions, collections, traits, and more for building robust applications.
Scala at Light Speed
Comprehensive Scala tutorial for programmers: learn basics, OOP, functional programming, pattern matching, and advanced features in a hands-on, fast-paced format.
Rendering & Visualization
Explore advanced rendering techniques in Rhino, covering texture mapping, lighting, materials, and post-effects. Learn to create stunning visualizations and enhance your 3D models.
Rhino Tech Tips
Learn advanced Rhino 3D modeling techniques, from material basics to complex SubD modeling. Master tools like Gumball, UV editor, and QuadRemesh for efficient 3D design and rendering across various applications.
2D & Layouts
Learn to create professional layouts in Rhino 5, including arranging views, scaling, annotations, and printing. Master essential skills for presenting 2D and 3D models effectively in architectural and product design contexts.
FreeCAD- Lattice2 Workbench
Learn to create complex 3D structures using FreeCAD's Lattice2 workbench, including polar arrays, text on paths, custom finishes, matrix lattices, and spiral wrapping techniques.
FreeCAD - Building an Amiga
Learn to recreate the iconic Amiga CD1200 using FreeCAD, from tracing photos to creating complex patterns with Python scripting. Perfect for retro enthusiasts and 3D modeling beginners.
Hyperledger Fabric
Comprehensive introduction to Hyperledger Fabric blockchain technology, covering installation, network building, application development, and key concepts for beginners and developers.
Create Basic Network Using Hyperledger Fabric 2.0
Comprehensive guide to creating and managing a Hyperledger Fabric 2.0 network, covering setup, configuration, chaincode development, SDK usage, and advanced features.
Kinetics - Reactor Design: Kinetic Mechanisms
Explore kinetic mechanisms in chemical engineering, covering topics like polymerization, enzyme reactions, and catalysis. Learn to derive rate expressions and analyze diffusion effects.
Thermodynamics - Interactive Screencasts
Interactive screencasts with multiple-choice questions on thermodynamics concepts, covering topics from vapor-liquid equilibrium to entropy changes and phase diagrams.