Software Design Courses

Kinetics - Reactor Design Review

Comprehensive review of kinetics and reactor design concepts through exam problem screencasts, covering topics from activation energy to reactor types and selectivity.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Kinetics-Reactor Design: Biokinetics

Explore biokinetics through cell growth, pharmacokinetics, and enzyme reactions. Learn modeling techniques and practical applications in bioreactors, drug dosing, and enzyme inhibition.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Kinetics-Reactor Design: Residence Time Distribution

Explore residence time distribution in reactor design, covering tracers, modeling non-ideal reactors, and segregated flow. Learn to analyze and optimize chemical engineering processes.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Kinetics - Reactor Design: Multiple Reactions

Explore advanced kinetics and reactor design concepts, including selectivity, equilibrium, and multiple reactions in various reactor types. Gain insights into parallel and series reactions for comprehensive understanding.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Kinetics-Reactor Design: Rate Data

Comprehensive screencasts on chemical kinetics and reactor design, covering rate analysis, regression techniques, and reactor sizing. Practical examples and software applications included for in-depth understanding.

• YouTube
• 4 hours 30 minutes
• Self-Paced
• Free Video

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.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

Kinetics-Reactor Design - Non-Isothermal Reactors

Explore non-isothermal reactor design, covering activation energy, heat effects, adiabatic systems, heat exchange, and multiple steady-states through comprehensive screencasts with closed captioning.

• YouTube
• 5 hours
• Self-Paced
• Free Video

Kinetics-Reactor Design: Isothermal Reactor Design

Comprehensive exploration of isothermal reactor design, covering various reactor types, mathematical methods, and practical applications in chemical engineering.

• YouTube
• 7 hours
• Self-Paced
• Free Video

Introduction to R Software

Learn R programming essentials: data handling, visualization, statistical functions, and basic calculations. Develop skills for efficient data analysis and manipulation using R software.

• YouTube
• 16 hours
• Self-Paced
• Free Video

kasukanra

Stable Diffusion- Applying ControlNet to Character Design - Part 2

Explore advanced techniques in AI-powered character design using ControlNet 1.1, including inpainting, targeted variations, and contextual upscaling for enhanced digital illustrations and PNGtubers.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Simons Institute

Mechanism Design with Limited Commitment

Explore dynamic mechanism design with limited commitment, focusing on direct Blackwell mechanisms and their applications in pricing, bargaining, and product personalization.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Simons Institute

Deep Learning in Structural Biology and Protein Design - How, Where, and Why

Explore deep learning applications in structural biology and protein design, focusing on AlphaFold2 and emerging methods for visualizing proteins and creating novel ones for therapeutic use.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Simons Institute

Learning One-Hidden-Layer Neural Networks with Landscape Design

Explore optimization techniques for one-hidden-layer neural networks, focusing on landscape design and new objective functions to overcome traditional training challenges.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Simons Institute

Computationally Tractable and Near Optimal Design of Experiments

Explore near-optimal experimental design strategies that balance computational efficiency with statistical power, enhancing machine learning outcomes in complex systems.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Simons Institute

Embedding as a Tool for Algorithm Design

Explore embedding algorithms for structured data prediction, combinatorial optimization, and dynamic network processes. Learn innovative approaches to algorithm design using latent variable models and mean field techniques.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video