The Ultimate App Making Course! Master Many Coding Skills!

A multitude of languages and programs, Keras, Python, Tensorflow, React and Redux and much more!

4.70 (23 reviews)
Udemy
platform
English
language
Programming Languages
category
instructor
11,548
students
111 hours
content
Jun 2019
last update
$64.99
regular price

What you will learn

Lay out a Webapp in a Logical Way

Become an expert in Python and Java while learning core machine learning concepts

Build a single-page app using React Router and Webpack

Give your apps the power to recognize and classify images using the Keras framework

Use Redux, a predictable state container for JavaScript apps

Learn how to incorporate Machine Learning models into Android Apps

Fix bugs and Handle Errors

Explore Pre-built models and get a sneak peek at TensorFlow Lite

And More!

Description

Do you want to learn to build beautiful, well-functioning web apps? Join web developer Chris Veillette in this course for beginners to start building web apps today.

Why React?

React is an efficient and flexible JavaScript library for building user interfaces. Many popular websites including Instagram, Facebook, Netflix, and Imgur use React.

You can build your own web apps! ​This course is full of practical examples. ​We teach you theory while also building real projects that you can put in your web development portfolio.

Learn TensorFlow, PyCharm, Java, Keras, and TensorFlow Lite. And so much more

Machine learning, neural networks, deep learning, and artificial intelligence are all around us, and they're not going away. I will show you how to get a grasp on this ever-growing technology in this course.

This course was funded by a wildly successful Kickstarter!

With this course I will help you understand what machine learning is and compare it to Artificial Intelligence (AI). Together we will discover applications of machine learning and where we use machine learning daily.

You will learn how to analyze images with the Keras library. We'll also take a look at TensorFlow Lite to:

  • Build an object-localization app

  • Build image/text classification

  • Build a text summarizer

  • This course is full of projects!

No experience? No problem

I'll teach you all fundamentals of PyCharm, Python, TensorFlow. Even if you have coding knowledge, going back to the basics is the key to success as a programmer. We will build and run Python projects.

I teach through practical examples, follow-alongs, and over-the-shoulder tutorials. You won't need to go anywhere else.

Build Models

By the end of this course, you will have tons of machine learning projects on your belt. You will know how to build complete computational models and train models to make predictions.

Also now included in these bundles are our extra courses. If you want to learn to use other programs such as Camtasia or Sketch, you get more content than what you paid for this way!

We really hope you decide to purchase this course and take your knowledge to the next level. Let's get started.

Enroll now to join the community!

Content

Introduction to React and JSX

React and JSX Intro Part 1
React and JSX Intro Part 2
React and JSX Intro Part 3
React and JSX Intro Part 4

Components

React Virtual Dom and Classes
React es6 class webpack-dev-server
React Components
React Components Part 2
React Components Validators

States

React States Part 1
React States Part 2
React States Part 3
React States Part 4
React States Part 5
React State componentWillUnmount
React State Webpack Hot Reloading

Event Handling

React Event Handling Part 1
React Event Handling Part 2
React Event Handling Part 3
React Event Handling Part 4
React Event Handling Part 5

Routers

React Props.children
React Router
React Router Direct URL
React Router Wildcard
React Router Indexroute
React Router Profile
React Router Nested Routes
React Router User Profile
React Router Redirects
React Redirects
React Router Profile
React Router Back Button
React Router Activeclassname
React Router Active Inline Styles
React Router Navlinks Components

Refactoring

React Slight Refactoring
React Slight Refactoring (Cont'd)

Product Components

React Products Components Part 1
React Products Components Part 2
React Products Components Part 3
React Products Components Part 4
React Products Components Part 5
React Products Components Part 6

CSS

React Basic CSS Framework
React Basic CSS Framework (Cont'd)
React CSS Modules
React CSS Styling Part 1
React CSS Styling Part 2
React CSS Styling Part 3
React CSS Styling Part 4
React CSS Styling Part 5
React CSS Styling Part 6
React CSS Extract to Separate file
React CSS Extract to Separate file (Cont'd)

Redux

Intro to Redux Part 1
Intro to Redux Part 2
Intro to Redux Part 3
Intro to Redux Part 4
Redux Store
Redux Store (Cont'd)
Redux Store Subscribe
Redux Store Subscribe (Cont'd)
Redux Combine Reducers

Adding Redux to React

Adding Redux To React Part 1
Adding Redux To React Part 2
Adding Redux To React Part 3
Adding Redux To React Part 4
Delete Names
Babel and Spread Operators

Profiles

Action Creators
Profile Page
Dispatch and onEnter
Refactor into Separate Files
Refactor into Separate files (Cont'd)
Product Page
Product Profile Page

createStore

Initial State in createStore
Initial State in createStore (Cont'd)
Adding Generated Names with Faker

Get Functions

Fake Backend and Middleware
Thunk Middleware
Thunk Checking State
Get Profile Part 1
Get Profile Part 2
Get Profile Part 3
Get Profile Part 4
Get Names Refactor
Add Random Name
Add Random Name (Cont'd)

Error Handling

Refactor Name Reducers
Using Actions
Error Handling Part 1
Error Handling Part 2
Error Handling Part 3

Products Lists and Profiles

Product List
Product List (Cont'd)
Product Profile
Product Profile (Cont'd)
Error Handling Refactor
Error Handling Refactor (Cont'd)

Loading Spinner

Loading Spinner
Loading Spinner (Cont'd)
Error Component

Reviews

Adding Reviews Part 1
Adding Reviews Part 2
Adding Reviews Part 3
Adding User Reviews
Refining Review Containers Part 1
Refining Review Containers Part 2
Refining Review Containers Part 3

Prototypes and Error Handling

Adding Prototypes
Adding Prototypes (Cont'd)
Action Types
Refactoring Error Handling
Refactoring Error Handling (Cont'd)

Hot Reloading

Migrating to Webpack2
Hot Reloading
Hot Reloading (Cont'd)
HTML Webpack Plugin
Simple Production Build
Dev Config File Update

Final Touches

Final Styling Part 1
Final Styling Part 2
Final Styling Part 3
Final Styling Part 4
Final Styling Part 5
Styling NavBar
Styling Product List Part 1
Styling Product List Part 2
Styling Product List Part 3
Styling Product Profile
Styling Product Profile (Cont'd)
Styling Review
Styling Review (Cont'd)
Styling Continued
Styling Namelist Part 1
Styling Namelist Part 2
Styling Namelist Part 3
Styling Layout Footer
Styling Layout footer (Cont'd)
General Layout Styling
General Layout Styling (Cont'd)
Font Work and More Styling

Epilogue

Final Thoughts

Files and Source Codes

Files and Source Codes

Advanced Tensorflow Models Masterclass with Python and Keras - Resources

Resources for This Mammoth Interactive Course

Introduction to Machine Learning and Software

Code - Mammoth Interactive

Intro to Android Studio

Downloading and Installing Android Studio
Intro and Topics List
Exploring Interface
Setting up an Emulator and Running Project

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 - Mammoth Interactive

Intro to Pycharm

Intro and Topics List
Source Code - Mammoth Interactive

Introduction

Downloading and Installing Pycharm and Python
Exploring Pycharm

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
Importing Tensorflow to Pycharm
Constant Nodes and Sessions
Variable Nodes
Placeholder Nodes
Operation nodes
Loss, Optimizers, and Training
Building a Linear Regression Model
Source Files - Mammoth Interactive

Machine Learning in Android Studio Projects

Introduction

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 - Mammoth Interactive

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 - Mammoth Interactive

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
Source Files - 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
Source Files - Mammoth Interactive

Build Scientific Analysis Apps

Introduction
Source Code - Mammoth Interactive

Simple CIFAR10

Intro and Demo
Topics List
Exploring CIFAR 10 Dataset
CIFAR 10 Android Fix
Formatting Input Data
Building the Model
Freezing Graph and Training Model
Setting up the Android Project
Setting up UI
Loading and Displaying Image
Formatting Image Data for Model Input
Predicting and Displaying Results
Summary and Outro
Source Files - Mammoth Interactive

Face Detection

Intro and Demo
Tasks List
Loading Face and Non Face Images
Reformatting Input Data
Building Model and Writing Train and Test Scripts
Freezing Graph and Training and Testing Model
Setting up Android Project
Setting up UI
Loading and Display Images
Formatting Data and Running Inference
Displaying Results and Summary
Source Code - Mammoth Interactive

Emotions Detection

Intro and Demo
Tasks List
Loading and Formatting Data
Building Train and Test Data Sets
Building the Model
Building Train, Test, and Prediction Functions
Training and Testing the Model
Setting up Android Project
Importing and Displaying Images
Convert Images and Running Inference
Displaying Results and Summary
Source Code - Mammoth Interactive

Increase Efficiency of Machine Learning Models

Introduction - Improving Model Efficiency
Source Code - Mammoth Interactive
Intro to Tensorflow Lite

Text Summarizer

Introduction
Exploring How Model Is Built
Exploring Training and Summarizing Mechanisms
Exploring Training and Summarizing Code
Testing the Model
Text_Summarizer_Pycharm - Mammoth Interactive

Object Localization

Introductions
Examining Project Code
Testing with a Mobile Device

Object Recognition

Introduction
Examining Code
Testing on Mobile Device

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 - Mammoth Interactive

Sketch

Course Intro and Sketch Tools
Sketch Files - Sketch Tools
Sketch Basics and Online Resources
Plug-ins and Designing your First Mobile app
Your First Mobile App Continued
Sketch Files - Your First Mobile App
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

Introduction to Course and D3
Source Code
Handling Data and Your First Project
Source code
Continuing your First Project
Understanding Scale
Source Code
Complex charts, Animations and Interactivity
Source Code

Flask

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
Basic Flask Database
Source Code - Basic Flask Database
Flask Session and Resources
Source Code - Flask Session
Flask Digital Ocean
Flask Digital Ocean Continued

Xcode Fundamentals

Intro and Demo
General Interface
Files System
ViewController
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

Practical MacOS BootCamps

Introduction and UI Elements
Calculator Setup and Tax Calculator
Calculate Tax And Tip - Mammoth Interactive Source Code
Tip Calculator and View Controller
View Controller - Mammoth Interactive Source Code
Constraints
Constraints - Mammoth Interactive Source Code
Constraints Code
Refactor
Refactor - Mammoth Interactive Source Code
MacOsElements - Mammoth Interactive Source Code

Data Mining With Python

Data Wrangling and Section 1
Project Files - Data Mining with Mammoth Interactive
Project Files - Data Wrangling with Mammoth Interactive
Data Mining Fundamentals
Project Files - Data Mining fundamentals with Mammoth Interactive
Framework Explained, Taming Big Bank with Data
Project Files - Frameworks with Mammoth Interactive
Mining and Storing Data
Project Files - Mining and Storing with Mammoth Interactive
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#

Introduction to Course and Types
Operator, Classes , and Additional Types
Statements & Loops
Arrays, Lists, and Strings
Files, Directories, and Debugs
Source code

Learn to Code with R

Intro to R
Control Flow and Core Concepts
Matrices, Dataframes, Lists and Data Manipulation
GGplot and Intro to Machine learning
Conclusion
Source Code

Advanced R

Course Overview and Data Setup
Source Code - Setting Up Data - Mammoth Interactive
Functions in R
Source Code - Functions - Mammoth Interactive
Regression Model
Source Code - Regression Models - Mammoth Interactive
Regression Models Continued and Classification Models
Source Code - Classification Models - Mammoth Interactive
Classification Models Continued, RMark Down and Excel
Source Code - RMarkDown And Excel - Mammoth Interactive
Datasets - Mammoth Interactive

Learn to Code with Java

Introduction and setting up Android Studio
Introduction - Encryption Source Code
Setting up Continued
Java Programming Fundamentals
Source Code - Java Programming Fundamentals
Additional Java fundamentals
Source Code - Additional fundamentals
Classes
Source Code - Classes
Please rate this course
Bonus Lecture - Mammoth Interactive Deals

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udemy ID
6/27/2019
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