American Contract Law: Essentials
The law of contracts is both judge made (based on past decisions) and legislature made (based on statues),...
Container Related Services on AWS
Microservices Traditionally a three-tier application is made up of three components, usually all of which are based on...
Real Atoms and Molecules
Unfortunately, real atoms (including hydrogen atoms) are not very well described by the simple theory. There are more...
Hydrogenic Atom and Diatomic Molecule
External Motion Particle in a box is the simplest problem in quantum mechanics. A particle is just translating...
Introduction to Quantum Mechanics
Quantum mechanics is the mathematics of atomic and molecular structure. We seek to determine allowed quantum states and...
Cosmology
Cosmology is the science of studying our universe. Being different from astronomy, which corresponds to studying some particular...
General Relativity: Gravity and Black Holes
Previously, in special relativity, we have found that the concepts of space and time are relative. When you...
Venture Capital and Angel Investors
Source of Capital for Startups First of all, there are 2 critical lessons to remember: Imagine you’re the...
Customizing Models, Layers and Training Loops
Subclassing Models The model subclassing and custom layers give you even more control over how the model is...
Special Relativity: Geometry, Momentum and Energy
In 3-dimensional space, when we are looking at an object, what we see depends on the angle, the...
Basics of Valuation
How do markets and investors determine the valuation of a company? There is a framework that financial markets...
Sequential Data and Recurrent Neural Networks
Sequential data is data that has a natural sequential structure built into it, like text data or audio...
Content-Based Recommenders
The content-based approaches to recommendation include: Pure information filtering systems build profiles of content preference Case-based reasoning systems...
Keras and Tensorflow Datasets
Data pipelines are for loading, transforming, and filtering a wide range of different data for use in your...
Container Basics on AWS
Containers Explained The concept for containers comes from shipping containers, which have a standard size, shape, and common...