Intro to Android Studio
Intro and Topics List
Downloading and Installing Android Studio
Exploring Interface
Setting up an Emulator and Running Project
Source Code
Intro to Java
Intro to Language Basics
Variable Types
Operations on Variables
Array and Lists
Array and List Operations
If and Switch Statements
While Loops
For Loops
Functions Intro
Parameters and Return Values
Classes and Objects Intro
Superclass and Subclasses
Static Variables and Axis Modifiers
Intro to App Development
Intro To Android App Development
Building Basic UI
Connecting UI to Backend
Implementing Backend and Tidying UI
Intro to ML Concepts
Intro to ML
Pycharm_Files
Introduction to PyCharm for Python
Intro and Topics List
Downloading and Installing Pycharm and Python
Exploring the Pycharm Interface
Support for Python Problems or Questions
Learning Python with Mammoth Interactive
Python Language Basics
Intro to Variables
Variables Operations and Conversions
Collection Types
Collections Operations
Control Flow If Statements
While and For Loops
Functions
Classes and Objects
Intro to Tensorflow
Intro
Topics List
Installing TensorFlow
Importing Tensorflow to Pycharm
Constant Nodes and Sessions
Constant Nodes and Sessions Part 2
Variable Nodes
Placeholder Nodes
Operation nodes
Loss, Optimizers, and Training
Building a Linear Regression Model
Source Files
Machine Learning in Android Studio Projects
Coming Up - Machine Learning in Android Studio Projects
Tensorflow Estimator
Introduction
Topics List
Setting up Prebuilt Estimator Model
Evaluating and Predicting with Prebuilt Model
Building Custom Estimator Function
Testing the Custom Estimator Function
Summary and Model Comparison
Source Files
Intro to Android Machine Learning Model Import
Intro and Demo
Topics List
Formatting and Saving the Model
Saving the Optimized Graph File
Starting Android Project
Building the UI
Implementing Inference Functionality
Testing and Error Fixing
Source Files
Simple MNIST
Intro and Demo
Topics List and Intro to MNIST Data
Building Computational Graph
Training and Testing the Model
Saving and Freezing the Graph for Android Import
Setting up Android Studio Project
Building the UI
Loading Digit Images
Formatting Image Data
Making Prediction Using Model
Displaying Results and Summary
Simple MNIST - Mammoth Interactive
MNIST with Estimator
Introduction
Topics List
Building Custom Estimator Function
Building Input Functions, Training, and Testing
Predicting Using Our Model and Model Comparisons
MNIST With Estimator - Mammoth Interactive
Advanced MNIST
Intro and Demo
Topics List
Building Neuron Functions
Building the Convolutional Layers
Building Dense, Dropout, and Readout Layers
Writing Loss and Optimizer Functions and Training and Testing
Optimizing Saved Graph
Setting up Android Project
Setting Up UI
Load and Display Digit Images
Formatting Model Input
Displaying Results and Summary
Source Files
Intro to Tensorboard
Introduction
Examining Computational Graph In Tensorboard
Analyzing Scalars and Histograms
Modifying Model Parameters Across Multiple Runs
Source Code
Increase Efficiency of Machine Learning Models
Coming Up - Building Efficient Models
Intro to Tensorflow Lite
Source Code
Text Summarizer
Introduction
Exploring How Model Is Built
Exploring Training and Summarizing Mechanisms
Exploring Training and Summarizing Code
Testing the Model
Text Summarizer Pycharm
Object Localization
Introductions
Examining Project Code
Testing with a Mobile Device
Object Recognition
Introduction
Examining Code
Testing on Mobile Device
Top Ten Things You'll Learn
Top 10 Angular 2 Features
Introduction
What is Angular 2
What This Course Entails
Typescript Introduction
Typescript Intro
Intro and Setup
Intro
Setup Part 1
Setup Part 2
Components Displaying Data
Components Displaying Data
One-way Data Binding
One-way Data Binding
Two Way Data Binding
Two Way Data Binding
Dependency Injection
Dependency Injection
Refactoring And Details Component
Refactoring And Details Component
Routes
Routes Part 1
Routes Part 2
Routes Part 3
Promises And Http
Promises And Http Part 1
Promises And Http Part 2
Promises And Http Part 3
Promises And Http Part 4
Promises And Http Part 5
Promises And Http Part 6
Search And Observables
Search And Observables Part 1
Search And Observables Part 2
Search And Observables Part 3
Search And Observables Part 4
Styling And Refactoring
Styling And Refactoring Part 1
Styling And Refactoring Part 2
Styling And Refactoring Part 3
Styling And Refactoring Part 4
Styling And Refactoring Part 5
Styling And Refactoring Part 6
Advanced Styling And Refactoring
Advanced Styling And Refactoring Part 1
Advanced Styling And Refactoring Part 2
Animations
Intro to Animations
Animations
Directives
Directives Part 1
Directives Part 2
Directives Part 3
Pipes
Pipes Part 1
Pipes Part 2
Pipes Part 3
Pipes Part 4
Pipes Part 5
Pipes Part 6
Validation
Validation Part 1
Validation Part 2
Reactive Forms
Reactive Forms Part 1
Reactive Forms Part 2
Reactive Forms Part 3
Refining
Refining Part 1
Refining Part 2
Custom Module
Custom Module Part 1
Custom Module Part 2
Loading Spinner
Loading Spinner Part 1
Loading Spinner Part 2
Loading Spinner Part 3
Navigation Guards
Nav Guards Part 1
Nav Guards Part 2
Nav Guards Part 3
Nav Guards Part 4
Nav Guards Part 5
Starter Files
Source-Code-Angular-2
angular-my-app
Sketch
1st hour - Course Intro and Sketch Tools
Sketch Files - Sketch Tools
2nd Hour - Sketch Basics and Online Resources
3rd Hour - Plug-ins and Desigining your First Mobile app
4th Hour - Your First Mobile App Continued
Sketch Files - Your First Mobile App
5th Hour - Shortcuts and Extra tips
Sketch Files - Shortcuts by Mammoth Interactive
Learn to Code in HTML
Intro to HTML
Writing our first HTML
Intro to Lists and Comments
Nested Lists
Loading Images
Loading Images in Lists
Links
Images as Link
Mailto Link
Div Element
Learn to Code in CSS
Introduction
Introducing the Box Model
Writing our First CSS
More CSS Examples
Inheritance
More on Type Selectors
Getting Direct Descendents
Class Intro
Multiple Classes
id Intro
CSS Specificity
Selecting Multiple Pseudo Classes and Sibling Matching
Styling Recipe Page
Loading External Stylesheet
D3.js
1st hour - Introduction to Course and D3
1st hour Source Code
2nd Hour - Handling Data and Your First Project
2nd and 3rd Hour Source code
3rd Hour - Continuing your First Project
4th Hour - Understanding Scale
4th Hour Source Code
5th Hour - Complex charts, Animations and Interactivity
5th Hour Source Code
Flask
1st Hour - Setting Up and Basic Flask
Setting up Terminals on Windows 7 and Mac
Terminal basic commands and symbols
Source Code - Setting up Flask
Source Code - Basic Flask HTML & CSS
2nd Hour - Basic Flask Database
Source Code - Basic Flask Database
3rd Hour - Flask Session and Resources
Source Code - Flask Session
4th Hour - Flask Digital Ocean
5th Hour - Flask Digital Ocean Continued
Xcode Fundamentals
Intro and Demo
General Interface
Files System
View Controller
Storyboard File
Connecting Outlets and Actions
Running an Application
Debugging an Application
Source Code and Art Assets
Swift 4 Language Basics
Language Basics Topics List
Variable and Constants
Learning Goals
Intro to Variables and Constants
Primitive types
Strings
Nil Values
Tuples
Type Conversions
Assignment Operators
Conditional Operators
Variables and Constants Text.playground
Collection Types
Topics List and Learning Objectives
Intro to Collection Types
Creating Arrays
Common Array Operations
Multidimensional Arrays
Ranges
Collection Types Text.playground
Control flow
Topics List and Learning Objectives
Intro to If and Else Statements
Else If Statements
Multiple Simultaneous Tests
Intro To Switch Statements
Advanced Switch Statement Techniques
Testing for Nil Values
Intro to While Loops
Intro to for...in Loops
Intro to For...In Loops (Cont'd)
Complex Loops and Loop Control statements
Control Flow Text.playground
Functions
Intro to Functions
Function Parameters
Return Statements
Parameter Variations - Argument Labels
Parameter Variations - Default Values
Parameters Variations - InOut Parameters
Parameter Variations - Variadic Parameters
Returning Multiple Values Simultaneously
Functions Text.playground
Classes, Struct and Enums
Topics List and Learning Objectives
Intro to Classes
Properties as fields - Add to Class Implementation
Custom Getters and Setters
Calculated Properties
Variable Scope and Self
Lazy and Static Variables
Behaviour as Instance Methods and Class type Methods
Behaviour and Instance Methods
Class Type Methods
Class Instances as Field Variables
Inheritance, Subclassing and SuperClassing
Overriding Initializers
Overriding Properties
Overriding Methods
Structs Overview
Enumerations
Comparisons between Classes, Structs and Enums
Classes, Structs, Enums Text.playground
MacOS
1st Hour - Introduction and UI Elements
2nd Hour - Calculator Setup and Tax Calculator
Calculate Tax And Tip - Mammoth Interactive Source Code
3rd Hour - Tip Calculator and View Controller
View Controller - Mammoth Interactive Source Code
30 minute interval - Constraints
Constraints - Mammoth Interactive Source Code
4th Hour - Constraints Code
5th Hour - Refactor
Refactor - Mammoth Interactive Source Code
MacOsElements - Mammoth Interactive Source Code
Data Mining
1st Hour - Data Wrangling and Section 1
Project Files - Data Mining with Mammoth Interactive
Project Files - Data Wrangling with Mammoth Interactive
2nd Hour - Data Mining Fundamentals
Project Files - Data Mining fundamentals with Mammoth Interactive
3rd Hour - Framework Explained, Taming Big Bank with Data
Project Files - Frameworks with Mammoth Interactive
4th Hour - Mining and Storing Data
Project Files - Mining and Storing with Mammoth Interactive
5th Hour - NLP (Natural Language Processing)
Project Files - NLP with Mammoth Interactive
Summary Challenge
Conclusion Files - Mammoth Interactive
Introduction to Video Editing
Introduction to the Course
Installing Camtasia
Exploring the Interface
Camtasia Project Files
Setting Up a Screen Recording
Introduction and Tips for Recording
Creating a Recording Account
Full Screen vs Window Mode
Setting the Recording Resolution
Different Resolutions and their Uses
Tips to Improve Recording Quality and Summary
Camtasia Recording
Introduction and Workflow
Tools Options Menu
Your First Recording
Viewing your Test
Challenge - VIDEO GAME NARRATION
Mic Etiqutte
Project - Recording Exercise
Webcam, Telprompter, and Summary
Camtasia Screen Layout
Introduction and Tools Panel
Canvas
Zoom N Pan
Annotations
Yellow Snap Lines
TimeLine Basics, Summary and Challenge
Camtasia Editing
Introduction and importing media
Markers
Split
Working with Audio
Clip Speed
Locking and Disabling tracks
Transitions
Working with Images
Voice Narration
Noise Removal
Smart Focus
Summary and Challenge
Advance Editing Introduction
Advance Editing Introduction
Zooming Multiple Tracks
Easing
Animations
Behaviors
Color Adjustment
Clip Speed
Remove a Color
Device Frame
Theme Manager
Libraries
Media and Summary
Camtasia Resources and Tips
Resources and Tips Introduction
Masking
Extending Frames
Working with Video
Exporting a Project for Youtube
Exporting a Project for Youtube
Code with C#
1st Hour - Introduction to Course and Types
2nd Hour - Operator, Classes , and Additional Types
3rd Hour - Statements & Loops
4th Hour - Arrays, Lists, and Strings
5th Hour - Files, Directories, and Debugs
Source code
Learn to Code with R
1st Hour - Intro to R
2nd Hour- Control Flow and Core Concepts
3rd Hour Matrices, Dataframes, Lists and Data Manipulation
4th Hour - GGplot and Intro to Machine learning
5th Hour - Conclusion
Source Code
Advanced R
1st Hour - Course Overview and Data Setup
Source Code - Setting Up Data - Mammoth Interactive
2nd Hour - Functions in R
Source Code - Functions - Mammoth Interactive
3rd Hour - Regression Model
Source Code - Regression Models - Mammoth Interactive
4th Hour - Regression Models Continued and Classification Models
Source Code - Classification Models - Mammoth Interactive
5th Hour - Classification Models Continued, RMark Down and Excel
Source Code - RMarkDown And Excel - Mammoth Interactive
Datasets - Mammoth Interactive
Learn to Code with Java
1st Hour - Introduction and setting up Android Studio
Introduction - Encryption Source Code
2nd Hour - Setting up Continued
3rd Hour - Java Programming Fundamentals
Source Code - Java Programming Fundamentals
4th Hour - Additional Java fundamentals
Source Code - Additional fundamentals
5th Hour - Classes
Source Code - Classes
Please rate this course
Bonus Lecture - Mammoth Interactive Deals