Friday, 21 May 2021

Brief Overview of Whats to Come - Model Building and Validation

Introduction - Model Building and Validation

What you have learned - Model Building and Validation

Summary - Model Building and Validation

Next possible steps - Model Building and Validation

From updated question to updated model - Model Building and Validation

Validating our model - Model Building and Validation

Updating our original question - Model Building and Validation

Refining features for the estimator - Model Building and Validation

Iteration From Initial Model Part 2 - Model Building and Validation

As a statistical inference problem - Model Building and Validation

Visualizing time between selections - Model Building and Validation

Time between selections - Model Building and Validation

Description of the Candy Bowl Data - Model Building and Validation

Candy bowl data and market theory - Model Building and Validation

To sum it all up - Model Building and Validation

Classification route - Model Building and Validation

The QMV process of model building - Model Building and Validation

Examples of model building - Model Building and Validation

Introduction to the class - Model Building and Validation

Monday, 17 May 2021

07 L Technologhy Push Vs. Market Pull

05 L Design Tools

04 L Internet Of Things

03b L Legacy CPS Systems And Safety Part 2

02 L Backup Strategies

01a L CPS Evolution Part 1

01b L CPS Evolution Part 2

L16 Future Of CPS

23 L Invariant Computation

22 L Invariant Search For Differential Equations- Bicycle Example

21 L Solving An Invariant Equation

18b L Hunting For Invariants Example

18s L Hunting For Invariants

17 L Car Example

Thursday, 29 April 2021

18 L Communication Systems

17 L Spring Oscillator Model

15 L Spring Oscillator Model

-Lesson 2b 14 L Spring Oscillator Lab

13 L Spring Oscillator

11 L Water Tank System Model

10 L Predicting Water Tank State

09 L Water Tank Data Analysis

-Lesson 2b 08 L Water Tank Experiment

07 L Water Tank

06 L Other Representations

Monday, 19 April 2021

Conclusion to History of Cyber Security

Hacktivism, Cyber Crime, Cyber Terrorism, and Cyber War

Insider Threats

The Future

High-Profile Cases

Apts and Weaponized Malware

The Evolution of the Cyber Threat

Security Posture Quiz #1 Solution

The Security Posture of Industrial Networks

Importance of Securing Industrial Networks

Intro to History of Cyber Security

Conclusion to Industrial Networks

Assumptions

Common Misperceptions

Access Control

Wednesday, 14 April 2021

The Future - Intro to Algorithms

Learning More About Crunching Social Networks - Intro to Algorithms

TCP Flow Control

Social Algorithms - Intro to Algorithms

More About UDP and TCP

Practical Algorithms - Intro to Algorithms

Addresses in the TCP IP Protocols

OSI and TCP IP Models

TCP IP Protocol Suite

Exchange Using OSI Model

OSI Layers

OSI Model

Network Topology

BAN, LAN, MAN and WAN

Computer Networks

Intro to Background: Networking

Conclusion to Overview of CPS

Big Data - Intro to Algorithms

Maintaining Control of CPS

Names And Boxes Problem - Intro to Algorithms

L1 02 Got Out + Network HS

12 Tips to Get Google Adsense Approval Fast

L7 20 Summary

L7 18 Alert For Login Failure

Puzzles and Algorithms - Intro to Algorithms

L7 16 Error Handling In The Movie Manager SC-A

L7 15 Handling Errors

L7 12 Wasted Network Calls

L7 11 Enable And Disable UI Solution

L7 09 Enable & Disable

L7 07 Show Network Activity

L7 06 Placeholder Images Solution

This is 3d video

L7 03 MM Code Review

L7 01 Intro

L6 43 Summary

L6 34 Poster Image In Watchlist

L6 33 Show The Image In The Detail View

L6 31 Feature- Poster Image In Detail View

L6 30 Implementing Add To Favorites

L6 28 Add To Favorites Feature

Tuesday, 13 April 2021

NEWud843 L02 A23 Parabéns

L5 44 Lesson Summary

L5 33 Create Session ID

L5 31 Steps For Creating Session

L5 25 Encodable Protocol V1

L5 24 POST Requests In Swift V2

L5 23 GET The Request Token

L5 21 Steps For Request Token

L5 16 Interview With Travis Bell Auth Flow

L5 10 Movie Manager Tour

L5 07 API Keys V1

L5 05 Using TMDB

L5 03 Interview With Travis Bell- The Movie Database

L5 01 Intro- The Movie Manager

L4 28 Breeds List Walkthrough V3

L4 28 Breeds List Walkthrough V3

L4 23 Filter By Breed

L4 22 Breeds List Setup V3

Monday, 12 April 2021

Introduction - Intro to Algorithms

Class Structure

Assessments

Bounds on the Estimate - Intro to Algorithms

Floyd-Warshall - Intro to Algorithms

L4 06 Breeds List Response

Goals

Power Grid Equipment

Floyd-Warshall Intro - Intro to Algorithms

Power Grid Ecosystem

About CPS

Introduction

Code for Dijkstra - Intro to Algorithms

L3 24 Chaining Asynchronous Requests Refactor Part 3

L3 22 Chaining Asynchronous Requests Refactor Part 2

L3 22 Chaining Asynchronous Requests Refactor Part 1

L3 20 Fetching The Image

How to Find the Shortest Path - Intro to Algorithms

L3 18 From JSON To Struct With Codable

L3 17 Introducing The Codable Protocol V1

Matrix Multiplication in Java Theory

L3 16 Parsing JSON With JSONSerialization

Introduction - Intro to Algorithms

L3 15 What Is JSON V3

HTTP Request URL

L3 11 Starting The Project

O HyperText Transfer Protocol (HTTP)

Kaya Interview 4

Introdução a conexão de redes Parte 2

L3 02 The Dog API

L3 01 Intro HS

L2 HS8 Summary HS

Build Heap - Intro to Algorithms

تحليل مايك للمقابلة

L2 16 Multithreading And The Main Thread ASC V2

L2 13 App Transport Security

Friday, 9 April 2021

Negotiating Your Salary

Untitled

Connected Components Code - Intro to Algorithms

Find 2 elements that add up to K

What happens when you go to google.com?

Is it a Palindrome?

Clustering Coefficient Code - Intro to Algorithms

06 01 Disparate Web Terms - Intro Web Requests

05 04 Version Control - What A PR Is Summary

05 03 Version Control - Where GitHub Fits In

05 02 Version Control - How Version Control Works

05 01 Version Control - Intro Why Version Control Is Needed

Thursday, 8 April 2021

Counting Eulerian Paths Solution - Intro to Algorithms

CRUD Update - Full Stack Foundations

CRUD Read Solution - Full Stack Foundations

Docker Tutorial for Beginners [2021]

CRUD Create - Full Stack Foundations

My Python Programming Setup

Database Setup Quiz Part 1 - Full Stack Foundations

Creating a Database - Mapper - Full Stack Foundations

Creating a Database - Class and Table - Full Stack Foundations

Creating a Database - Configuration - Full Stack Foundations

Introducing SQLAlchemy - Full Stack Foundations

Creating a Database and ORMs - Full Stack Foundations

SQL Delete - Full Stack Foundations

Java Complete Project For Beginners With Source Code - Part 1/2

SQL Insert Into - Full Stack Foundations

SQL Quiz Select - Full Stack Foundations

SQL - Full Stack Foundations

CRUD Review 4 - Full Stack Foundations

Full Stack Foundations - CRUD Review

Java Project Tutorial - Make Login and Register Form Step by Step Using ...

Project Introduction - CRUD - Full Stack Foundations

Prerequisites and Preparation - Full Stack Foundations

Tuesday, 6 April 2021

L4 2 StringIndexer

L4 1 Normalizer

L4 03 01 Feature Extraction V3

L4 02 01 Sparks ML Capabilities V2

L4 01 01 Intro V2

L3 08 01 Lesson Outro V1

DEND C3 Data Lakes With Spark

Nd027 DEND C3 L3 Debugging And Optimization

L3 06 03 Understanding Data Skew V2

L3 06 01 Code Optimization Intro V2

Spark L3 SC 25 Review Of The Log Data

Spark L3 SC 24 Getting Familiar With The Spark UI

L3 04 02 Connecting The The Spark WebUI V3

L3 04 01 What Is The Spark WebUI V2

Spark L3 SC 21 How To Use Accumulators

L3 03 04 Debugging Your Code V3

Spark L3 SC 18 Data Errors

L3 03 03 Data Errors V1

Spark L3 SC 16 Code Errors

L3 03 02 Syntax Errors V1

L3 03 01 Why Debugging In Spark Is Hard V2

L3 02 05 Recap Local Mode To Cluster Mode V1

Spark L3 SC 12 Reading And Writing Data To HDFS

L3 02 04 Intro To HDFS V2

Spark L3 SC 10 Reading And Writing To Amazon S3 Part 3

Spark L3 SC 10 Reading And Writing To Amazon S3 Part 2

L3 02 03 What Is Amazon S3 V1

Spark L3 SC 08 Submitting Spark Scripts

L3 02 02 What Is A Spark Script V2

Spark L3 SC 10 Reading And Writing To Amazon S3 Part 1

Spark L3 SC 04 Setup Instructions AWS

L3 02 01 From Local Mode To Cluster Mode V3

L3 01 01 Intro V3

L2 07 01 Outro V2

L2 06 01 Sparks Core RDD API V2

5 02 SCExplaining SparkSQL V1

L2 05 01 Intro To SQL V1

Monday, 5 April 2021

Lesson2 Data Wrangling V1

L2 04 01 Imperative V Declarative Programming V3

Lesson2 Load Save Dataframe V2

Lesson2 Load Save Dataframe V2

L2 03 03 Distrubted Data Stores V7

L2 03 01 Data Formats V1

2 06 SCMaps And Lambda Functions V1

L2 02 05 The Spark DAGs Recipe For Data WIP V2

L2 02 03 Pure Funcitons In The Bread Factory V6

L2 02 015 Why Use Funcitonal Programming V4

L2 02 01 Functional Programming V3

L2 01 01 Lesson Overview V2

L1 28 Outro V2

L1 23 Spark Use Cases Analytics ML Streaming And Graphs V2

L1 21 Cluster Configuration V2

L1 19 MapReduce V4

L1 17 History Of Parallel Computing Distributed Systems V1

L1 15 Medium Data Numbers V2

L1 14 Big Data Numbers Part 2 V3

L1 12 Big Data Numbers Part 1 V1

L1 08 Numbers Everyone Should Know Network V2

L1 07 Numbers Everyone Should Know Storage V2

L1 06 Memory Efficient Expensive And Ephemeral V1

L1 05 Numbers Everyone Should Know Memory V4

L1 04 Numbers Everyone Should Know CPU V3

L1 02 What Qualifies As Big Data V1

L1 01 Intro WIP V1

L0 04 Project V2

L0 01 Welcome Aboard V3

Actions Quiz

Actions Solution

Responding To User Actions

Using Services Solution

Using Services Quiz

Consuming a Service

Order Tracking Feature

Viewing A Menu Item

Route & Template Solution

Route & Template Quiz

Generating a Route & Template

Component Solution

Component Quiz

Components Ember-style Custom HTML

Dynamic Data Quiz Part 2

Dynamic Data Quiz Part 2 Solution

Dynamic Data Quiz Part 1 Solution

Dynamic Data Quiz Part 1

Updating the Item Template

Loading Dynamic Data

Handlebars Solution

Handlebars Quiz

Outro

Interview with Allen

Nested Routes Solution

Nested Routes Quiz

Nested Routes

Friday, 2 April 2021

Route & Template Solution

Routes, Routers, and Templates - Oh My!

An Ember App's File Structure

Ember-CLI Shortcuts & Aliases Solution

Ember-CLI Shortcuts & Aliases Quiz

Using Ember-CLI To Generate A New App

Required ES6 Knowledge

Welcome to Ember

Outro

Routing Solution

Routing Quiz

Nested Views

Managing Application State

Routing via UI-Router

Order Manager Feature

Services Quiz

Services Solution

Services

Dependency Injection Skit

Directives Solution

Directives Quiz

The long awaited Directives

Scope Solution

Take a Breather

Scope Quiz

Scope

Angular Controllers Solution

Angular Controllers Quiz

Angular Controllers

Interview with Scott

Expression Solution

Templates and Expressions

Bootstrap an App Quiz

Bootstrap an App Solution

Bootstrap the App

Create a Module Solution

Create a Module Quiz

An Angular Module

A Structured App

A Simple App

New Feature 2 Quiz

New Feature 2 Solution

New Feature 1 Quiz

New Feature 1 Solution

The Angular Ecosystem

Up and Running with Angular Solution

Up and Running with Angular Quiz

Angular what?

Welcome to Angular

Outro

Lesson Highlight Summary Solution

Backbone's Fragment Count Quiz

Stepping thru Backbone.history.start()

Routing Solution

Routing Quiz

A Router & The Backbone.history Object

Build Your Own Event System Quiz

Events Solution

Events Quiz

Walk-thru Backbone's `Events.trigger`

Adding Events Solution

Adding Events Quiz

Walk-thru Backbone's `Events.on`

Setting up Backbone Events

Template Bug Quiz

Interview with Scott

Wednesday, 31 March 2021

Filling the template with data

Walk-thru the `template` function

Constructor Function

Java Project Tutorial - Make Login and Register Form Step by Step Using ...

What is a template?

A Framework's Base Features

Outro

Interview with Dhruv

Storage - the absent component?

Templates, URLs, and Events Quiz

Code and File Organization

Core Framework Components

Frameworks

Single Page Apps

Server and Client Apps Solution

Explore a Front End Application Quiz

Welcome