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Angular 9 Masterclass with TypeScript, Firebase, & Material Course Site

Angular 9 Masterclass with TypeScript, Firebase, & Material Course Site

Master and build reactive Single Page Applications(SPA) from scratch using Angular (formerly “Angular 2” or “AngularJS”)

What you’ll learn

Angular 9 Masterclass with TypeScript, Firebase, & Material Course Site

  • Built a Single Page Application using Angular
  • Using TypeScript
  • Implementing various building blocks in Angular
  • Using Third-Party Modules like Angular Material and AngularFire 2

Requirements

  • NodeJS Installed
  • Basic knowledge of NodeJS, NPM, node_modules
  • We’ll use Visual Studio Code as our IDE
  • You should know JavaScript
  • Experience with Object-Oriented Programming is a plus

Description

Angular is one of the most popular front-end frameworks for building single-page applications or web apps with HTML, CSS, and TypeScript.

Learning Angular 2 or Angular 4/5/6/7/8 or Angular 9 or simply Angular(as the Angular team likes to call it) on your own can be confusing or frustrating at times. It might require you to browse through several tutorials, articles, YouTube videos, etc and get a grip on it.

If you want to get rid of going through all that trouble and just focus on learning Angular, this is THE course for you. In this course, I’ll take you through an exciting journey of learning Angular concepts through fun and easy to understand coding examples.

As the course progresses, you’ll get familiar with:

  1. Single Page Applications and why should we use Angular to build them
  2. TypeScript and ESNext( ECMAScript 2015 or ES6 and later versions of it)
  3. Angular Modules, the @NgModule Decorator and Angular Application Bootstrap Mechanism
  4. Angular Components, the @Component Decorator, component communication and LifeCycle Hooks
  5. Directives, the @Directive Decorator, and creating custom structural and attribute directives.
  6. Dependency Injection In Angular, the @Injectable Decorator, Services, RxJS Observables and making AJAX Calls to REST APIs
  7. Routing, Child Routing, and Route Guards
  8. Pipes the @Pipe Decorator, and creating custom pure pipes and impure pipes.
  9. Template Driven Forms and Reactive Forms in Angular
  10. Custom Decorators
  11. Using third-party libraries like Angular Material, Firebase, etc.

Section 1 – Single Page Applications, Why Angular and Project Setup:

  1. Course Overview
  2. Introduction to SPA
  3. What do we need Angular for?
  4. Setting up the Development Environment.
  5. Angular Application Architecture
  6. Angular CLI
  7. Project Structure

Section 2 – TypeScript and ESNext:

  1. What is TypeScript
  2. Basic Types in TypeScript
  3. Variable Declarations using Let and Const
  4. Spread and Destructure.
  5. Classes
  6. Interfaces
  7. Arrow Functions
  8. Modules
  9. fetch API
  10. async / await

Angular Modules and Angular Components

  • @NgModule
  • Angular Application Bootstrap Mechanism
  • @Component
  • Data/Property Binding
  • View Encapsulation
  • Inter-component Communication (@Input/@Output, Event Emitter)
  • Template variables (ViewChild/ContentChild)
  • Content Projection(ng-content)
  • Metadata – basic overview
  • Lifecycle hooks
  • Order and triggering of each hook
  • Hooks specific to Components and Decorators

Dependency Injection(Providers)

  • Dependency Injection – Why?
  • The Dependency Injection – As a design pattern
  • Dependency Injection – As a framework
  • Dependency Injection – What?
  • Injectors and Providers
  • Hierarchical Dependency Injection

Angular 9 Masterclass with TypeScript, Firebase, & Material Course Site

Routing

  • Child routes
  • Route params
  • Route Guards – CanActivate, CanActivateChild, CanDeactivate, Resolve, CanLoad

Services(@Injectable)

  • Service as a singleton, data sharing.
  • HttpClient, HttpHeaders, HttpParams
  • Observables with Operators like the map, subscribe, catch, retry, etc
  • Subjects
  • Sharing data across Components using Service

Directives(@Directive)

  • Built-In Structural Directives – NgFor, NgIf, NgSwitch
  • Built-In Attribute Directives – NgClass, NgStyle, NgNonBindable
  • Building a Custom Structural Directive
  • Building a Custom Attribute Directive

Pipes(@Pipe)

  • Build-in Pipes
  • Building Custom Pipes
  • Pure and Impure Pipe

Forms

  • Template Driven Forms
  • Reactive forms
  • Form Validations
  • Custom Synchronous form validations
  • The Custom Asynchronous form validations

Custom Decorators

  • Metadata – deep dive
  • Building Custom Class Decorator
  • Building Custom Property Decorator

Integrating with Third-Party Libraries

  • Material Design Bootstrap
  • Angular Material
  • Firebase

By the end of this course, you’ll be able to:

  • Build end-to-end Single Page Apps in Angular on your own
  • Understand and fix common compile-time and run-time errors in minutes
  • Understand and implement clean and maintainable code like a professional
  • Apply best practices when building Angular apps

We’ll always start with the basics and go from there. Right from the beginning of the second module, you’ll jump in and build your first Angular app within minutes.

Over the next 15 hours, you’ll learn the essentials of building Single Page Applications(SPAs) with Angular:

  • Displaying data and handling DOM events
  • Building reusable components
  • Manipulating the DOM using directives(both Structural and Attribute)
  • Transforming data using pipes
  • Building template-driven and reactive forms 
  • Consuming REST APIs using HTTP services 
  • Handling HTTP errors properly
  • Using Reactive Extensions and Observables
  • Adding routing and navigation to adhere to the basics of a Single Page Application
  • Building real-time, server-less apps with Firebase
  • Building beautiful UIs using Angular Material, and Material Design Bootstrap

So, if you’re a busy developer with limited time and want to quickly learn how to build SPAs with Angular, you’re at the right place.


You’ll also get to know ways to build a real-time SPA with Angular, Firebase, and Bootstrap. This application exhibits patterns that you see in a lot of real-world applications:

  • Master/detail
  • CRUD operations
  • Interaction with a data store
  • Forms with custom validation
  • And a lot more…!

PREREQUISITES

You don’t need familiarity with TypeScript or any previous versions of Angular. You’re going to learn both TypeScript and Angular from scratch in this course.

What are the requirements?

  • Basic familiarity with HTML, CSS, and JavaScript

What am I going to get from this course?

  • Establish yourself as a skilled professional developer
  • Build real-world Angular applications on your own
  • Troubleshoot common Angular errors
  • Master the best practices
  • Write clean and elegant code like a professional developer

What is the target audience?

  • Developers who want to upgrade their skills and get better job opportunities
  • Front-end developers who want to stay up-to-date with the latest technology
  • Back-end developers who want to learn front-end development and become full-stack developers
  • Hobbyist developers who are passionate about working with new frameworks

Who this course is for:

  • Anyone who wants to learn Angular
  • Anyone interested in building Single Page Applications
  • Anybody who wants to know Angular in depth
  • Anyone who wants to learn TypeScript, Firebase and Angular Material
  • Gentle Introduction to Dependency Injection
  • Last updated 2/2020

Angular 9 Masterclass with TypeScript, Firebase, & Material Course Site

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Content From: https://www.udemy.com/course/angular-all-you-need-to-know/

Categories
All Tutorials Facebook Marketing Tutorials Social Media Marketing Tutorials YouTube Marketing

Social Media Marketing MASTERY | Learn Ads on 10+ Platforms Course Catalog

Social Media Marketing MASTERY | Learn Ads on 10+ Platforms Course Catalog

MASTER online marketing on Twitter, Pinterest, Instagram, YouTube, Facebook, Google and more ad platforms! Coursenvy ™

What you’ll learn

Social Media Marketing MASTERY | Learn Ads on 10+ Platforms Course Catalog

  • Understand everything about Social Media Marketing!
  • Create highly optimized and high quality paid ads on all Social Media platforms.
  • Learn Instagram Marketing A-Z and how to monetize the social platform.
  • Learn Twitter Marketing strategies for LASER focused ads.
  • MASTER YouTube marketing, including layout, content creation, and video ads!
  • Optimize your LinkedIn profile and use LinkedIn ads to grow your business.
  • Use Web 2.0 blogs to further expand your reach with SEO and content marketing.
  • Learn social media marketing posting automation via IFTTT.
  • Learn the power of Pinterest promoted pins and ALL the Pinterest Marketing strategies we implement for our clients!
  • Use Google Business to benefit your local business and help your Search Engine Optimization.
  • Become a Facebook Ads Expert!

Requirements

  • Ask me ANY questions in the discussion section, I’m here to help you master Social Media Marketing!
  • A desire to grow your businesses via Social Media Marketing!

Description

You will learn the principles and strategies that work for us and that we have used to build highly converting ads for over 500+ businesses and clients successfully! 



Facebook, Twitter, Instagram, Pinterest, Google, YouTube, LinkedIn, Tumblr, WordPress, Blogger… any marketing via social media, we have you covered with this top-rated course! Stop wasting your money blindly running ads. MASTER paid online marketing once and for all! The optimization of your social media accounts is a REQUIRED skill for ALL marketers and business owners. TAKE ACTION and learn social media marketing on 10+ platforms starting today!

  1. You get lifetime access to lectures.
  2. You can ask me questions and see me respond to every single one of them thoughtfully!
  3. Learn the Social Media Marketing strategies I implement for clients daily, including what social media pages are right for you and content management options that will streamline your posting process. This course will also layout how to optimize your paid ad strategy on all the social media networks and enable you to reach any type of target market! Make the most of social media marketing and make it easy, so you can get back to what you do best,  running your business!

In this course, you will learn Social Media Marketing from beginner level to advanced!

You will be able to optimize your ads for increased conversions and engagement while decreasing costs and PPC/CPM/CPL/CPA.




You will be able to create and make use of EVERY  type of SMM ad and social media platforms online marketing strategy we use for our clients! Able to grow your page likes, account following, and post engagement. You will be able to find new customers that will drive your brand and INCOME  to new heights… ALL via social marketing!

Join this course now to learn how to take your brand, product, service, or public figure to the next level with the power of Social Media Marketing!

Who this course is for:

  • ANYONE looking to MASTER the most highly targeted and cheapest advertising strategies online!
  • New or Advanced MARKETERS looking to learn how to create ads on all the social media networks!
  • Business Owners
  • Influencers / Bloggers / Celebs / Public Figures
  • Social Media Marketing Employees
  • Facebook ChatBot Marketing
  • Last updated 2/2020

Social Media Marketing MASTERY | Learn Ads on 10+ Platforms Course Catalog




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Content From: https://www.udemy.com/course/social-media-marketing-ads/



Categories
O'REILLY

[O’REILLY] SEO + Local SEO 2019 – Get More Customers From Google Search

by SME Heroes
Released November 2019
Publisher(s): Stone River eLearning
ISBN: 200000001SME15

Video Description

SEO Training – With a little bit of training, you can learn how to improve your search rankings and SEO rankings and grow your business presence online. WordPress Not Required Most SEO courses assume you have WordPress, but you can use the methods in this course with any website, not just WordPress, both for Local SEO And International SEO. Objectives Of The SEO Course This course is a guide to show you how to improve your search position for your business using the latest and up to date SEO techniques. Guide To Local SEO And SEO: This is a complete guide with step by step instructions on how to improve your local search rankings in Google local search and Google maps search, using these techniques for both Local Search and International Search, you will improve your rankings. Knowing how to do all the things Google wants you to do, gives you an advantage. If someone in your area is searching for your business on Google, you will need to appear in search in a favourable position. Creating a strong SEO (search engine optimisation) strategy is key and this course will guide you through that process. What You Will Learn About SEO In This Course: In this course, you will learn how to set up your business in local search and international search so that it can be found. And you will learn how to improve your rankings and competitiveness in local search results and international search results. You will also learn the key principles of online search marketing so that you can grow your business with highly targeted potential clients in an easy to understand way! So if you are a business owner, that serves a local area or an international area and you want to compete in Google search with organic traffic (free traffic), then this course contains essential information that will help you do that. It is also useful if you are running a marketing business as it will give you very specific SEO training on how you can help your clients impact their position in search, which will deepen the strength of your service offerings.

 

Size: 2.95GB

https://www.oreilly.com/library/view/seo-local/200000001SME15/
Categories
All Tutorials Android Tutorials Java Tutorials

The Complete Android & Java Developer Course – Build 21 Apps Course

The Complete Android & Java Developer Course – Build 21 Apps Course

Learn Android Development, Java & Android Studio from Scratch in 5 Weeks. Build a Diary App & more

What you’ll learn

The Complete Android & Java Developer Course – Build 21 Apps Course

  • Learn Android development, Java programming and Android studio from scratch
  • Learn Java programming from a professional trainer from your own desk
  • Create fun, engaging and real-world Android apps (using Java) you can show to your friends and family
  • Learn how to work with APIs, web services and advanced databases
  • Visual training method, offering users increased retention and accelerated learning
  • Have all the tools you need to successfully design, code and sell your Android apps
  • Breaks even the most complex applications down into simplistic steps
  • Build Whatsapp Clone, Diary App, Temperature converter app, Mood scanner app & much more
  • Upload your android apps to the google play and reach millions of android users
  • Build 21 different Android and Java apps from scratch

Requirements

  • A PC or MAC with an internet connection
  • Passion for learning android app development with Java

Description

Android App Development will open many doors for you, especially if you are looking to becoming a full-fledged app developer.




If you’re looking to boost your income as an Android Developer? Maybe you have a lot of app ideas but don’t know where to start? Or you are seeking a career in Android Development and Java Programming that will finally give you the freedom and flexibility you have been looking for?

Build a strong foundation in Android Development, Android Studio and object-oriented Java Programming with this tutorial and complete course.

  • Build Android apps from scratch using Android Studio and Java Programming Language
  • Upload your apps to Google Play and reach Millions of Android users

Content and Overview

This course will take you from knowing nothing about Android development to a complete Android developer in 5 weeks. You will learn the following:

  • Android Studio and build User Interface (Set up and walkthrough)
  • Fundamentals of Java Programming used to build Android apps
  • Inputs, Buttons and Reactive (Tap) Interfaces
  • Android Building blocks
  • Variables, Arrays, Loops, ArrayLists, ListView
  • Navigate between screens
  • Passing information between screens
  • Learn how professional android apps developers think and work
  • Learn how to design android apps
  • Build several amazing apps – Hands-on
  • Publish your apps on Google Play
  • Build Sound Box app
  • And Learn much more by Building 21 Real World Apps …

WHY ANDROID?

We are in the age where every other person uses a handheld device or a cell phone which makes use of Android.



If one goes deep into the world of android, we would see that there are the scope and a lot of potential in the world of android for individuals who are tech geeks (like us)! As vast this world this, learning about it as simple and as easy as a piece of cake. You can make your own app easily and show your true potential to the world of google and android.

Here are some numbers to get you in the mood!

Why learn android development?

Learning android development is both fun and can reap you many profits in the long run. It is safe to say that android development has potential and can reap you various benefits in the long run. If one knows android development, not only will you be having a stable and sound career but can unleash your hidden talents as a developer.
if you take this course (which you should!!) know that you are on your way to building a solid and stable foundation for Android Development, Android Studio, and object-oriented Java Programming. You don’t need to spend years learning, with us you can learn in 5 weeks!!!! YES! That is right, in five weeks you’ll be able to make and develop your own app and you never know, you could have it running at the app store and be an instant hit!

BEGINNERS ARE WELCOME!

If you are not an experienced developer, don’t worry.

All you need is an open mind and willing to work


What do I learn from this course?

  • You will be able to learn android app development and Java programming in just 5 weeks.
  • You can create engaging and real-world Android apps (which you can later show off to your family and friends).
  • Be learning the course by building 21 apps that include big buzz word apps such as the popular Whatsapp clone, calculator, YouTube video player, a mood setter application.
  • You will have a personal trainer at your desk at all times that will guide you.

Who this course is for:

  • Recommended for people with no programming or app developer experience
  • Suitable for beginner programmers
  • Best course for Web / iOS developers or any programmers who want to learn android development
  • Software developers who need to architect, create and deploy commercial applications on Google’s Android platform
  • Entrepreneurs who want to learn app development and save money on development & outsourcing
  • Learn Java Programming – Beginners guide 2020 – Course Site
  • Last updated 11/2019

The Complete Android & Java Developer Course – Build 21 Apps Course




Download Now (part 1)
Content From: https://www.udemy.com/course/complete-android-developer-course/
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Categories
All Tutorials

Electron for Desktop Apps: The Complete Developer’s Guide Course Catalog

Electron for Desktop Apps: The Complete Developer’s Guide Course Catalog

Use the Electron Framework to build compelling cross-platform desktop applications with the latest web dev technologies

What you’ll learn

Electron for Desktop Apps: The Complete Developer’s Guide Course Catalog

  • Learn how to make native-feeling applications using web development technologies
  • Master the intricacies of development with Electron JS
  • Build applications that work well on both macOS and Windows from a single codebase
  • Develop both traditional single-window apps and status tray-based apps
  • Understand how to integrate existing technologies like React and Redux into your Electron JS apps
  • Build a lucrative business with desktop apps, because there is so little competition in the marketplace

Requirements

  • Basic understanding of Javascript

Description

Take your web dev skills out of the browser!  This course will teach you the topics you need to make a #1 best-selling desktop app.

——————————

Who builds desktop apps?!




In the last 10 years, there has been a tremendous shift from desktop to mobile, true, but the result is that there is a huge opportunity to create desktop apps, as all other developers have shifted over to building mobile!  You can easily get into the front page on the MacOS store with an app you spend a few days building – this would never happen on mobile!

What Will You Build?

All of my courses are ‘learn-by-doing’: no boring endless lectures with Powerpoints, only live, interactive coding examples.  In this course, we’ll build four separate apps with increasing complexity, each of which will profile different features of Electron.  By putting each concept into a real app, you’ll get a better idea of when to use each unique and powerful feature.

Both macOS and Windows supported!

——————————

Apps you’ll build:

  1. Video File Analyzer.  Learn how to manipulate the underlying OS with this first app, in which you’ll build a tool to analyze video files, supported by the FFMPEG CLI tool.  This app will get you familiar with Electron, along with an understanding of how to build a basic app.
  2. Cross Window Todo List: Ok, yep, a todo app, I know, but you’ll learn how to manipulate multiple windows with Electron, along with customizing the top menu bar.
  3. System Tray Timer.  Build a classic system-tray based app – this is the type of app that exists as an icon by the clock on your desktop.  You’ll learn how to add a ton of polish to common Electron apps, which will make your users assume that they’re using a fully native experience.
  4. Video File Converter.  Make an app that can convert video files to any other format.  Existing apps with the exact same feature set sell for $10 on the MacOS store. This tool is amazingly useful, and is something that I use daily myself!




Here’s what we’ll learn:

  • Learn the theory and history behind Electron
  • Build complex desktop applications using repeatable processes
  • Assemble both classic desktop apps and ‘tray-based’ apps
  • Add polish to your Electron apps, making them feel more native
  • Sidestep the common pitfalls associated with Electron

I’ve built the course that I would have wanted to take when I was learning Electron.

Who this course is for:

Electron for Desktop Apps: The Complete Developer’s Guide Course Catalog




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Content From: https://www.udemy.com/course/electron-react-tutorial/



Categories
Python Best Courses

Python OOP : Four Pillars of OOP in Python 3 for Beginners – Learn Python

Python OOP : Four Pillars of OOP in Python 3 for Beginners – Learn Python

Python OOP Simplified: Learn Object Oriented Programming using Python in a way that you really understand

What you’ll learn

Python OOP : Four Pillars of OOP in Python 3 for Beginners – Learn Python

  • You will have a complete understanding of Object-Oriented Programming in Python
  • Classes and Objects, the ‘self’ parameter, and other technicalities of Object-Oriented Programming in Python will no longer haunt you
  • You will understand how Abstraction, Encapsulation, Inheritance, and Polymorphism gives a good design to your Python code
  • You will gain the much-needed confidence to start reading Object Oriented code written by other Python developers

Requirements

  • You need to have a computer that runs on either Windows or Linux or a Mac OS.
  • You need to be familiar with the basics of Python such as Variables, Data Types, Conditional Statements, etc
  • Good internet connectivity to talk Python along with me
  • You should have written a few basic programs in Python to understand the syntax of the language

Description

Python is one of the most sought after programming language. This course will teach you Object-Oriented Programming, using Python as the programming language. You need to be familiar with the basics of Python such as Variables, Data Types, etc



By learning OOP using Python, you are taking your Python skills to the intermediate level from where you can pursue other advanced Python modules.

With the spike in the growth of Data Science, Python developers are much in demand. With the increase in a number of Python developers, it is very important to let potential employers spot you from the rest of the ‘usual’ Python crowd. This is where having knowledge of OOP becomes very important.

This course will help you understand how Abstraction, Encapsulation, Inheritance, and Polymorphism – the four pillars, hold together the world of Object-Oriented Programming in Python

Have you ever stumbled into someone else’s Python code and wondered how to create Classes and Objects and other designs of OOP? Well, this course will teach you how to start creating your own OOP designs in Python




I have related all the concepts to real-world examples to help you understand them better. And with Python as the programming language, it couldn’t get any simpler!

Who this course is for:

  • You are looking to enhance your Python skills by learning the basics of Object-Oriented Programming
  • You tried other Python OOP courses but found it difficult to understand how OOP works
  • The syntax of other programming languages makes it difficult for you to understand the concept of OOP. (Trust me, Python makes it easy)
  • Without the usage of appropriate examples, the language of OOP was always difficult for you to grasp
  • Python for Beginners: Learn Python from scratch Course
  • Last updated 11/2019




Download Now
Content From: https://www.udemy.com/course/python-oops-beginners/



Categories
Python Best Courses

Master Computer Vision™ OpenCV4 in Python with Deep Learning Course

Master Computer Vision™ OpenCV4 in Python with Deep Learning Course

Master OpenCV4 like a pro while learning Dlib, Deep Learning Computer Vision (Keras, TensorFlow & Caffe) + 21 Projects!

What you’ll learn

Master Computer Vision™ OpenCV4 in Python with Deep Learning Course

  • Understand and use OpenCV4 in Python
  • How to use Deep Learning using Keras & TensorFlow in Python
  • Create Face Detectors & Recognizers and create your own advanced face swaps using DLIB
  • Object Detection, Tracking and Motion Analysis
  • Create Augmented Reality Apps
  • Programming skills such as basic Python and Numpy
  • How to use Computer Vision in executing cool startup ideas
  • Understand Neural and Convolutional Neural Networks
  • Learn to build simple Image Classifiers in Python
  • Learn to build an OCR Reader for Credit Cards
  • How to Perform Neural Style Transfer Using OpenCV
  • Learn how to do Multi-Object Detection in OpenCV (up to 90 Objects!) using SSDs (Single Shot Detector)
  • Learn how to convert black and white Images to color using Caffe
  • Build an Automatic Number (License) Plate Recognition (ALPR)
  • Learn the Basics of Computer Vision and Image Processing

Requirements

  • Windows 10 or Ubuntu or a macOS system
  • A webcam to implement some of the mini-projects

Description

Welcome to one of the most thorough and well-taught courses on OpenCV, where you’ll learn how to Master Computer Vision using the newest version of OpenCV4 in Python!


Computer Vision is an area of Artificial Intelligence that deals with how computer algorithms can decipher what they see in images! Master this incredible skill and be able to complete your University/College Projects, automate something at work, start developing your startup idea or gain the skills to become a high paying ($400-$1000 USD/Day) Computer Vision Engineer.

======================================================

Last Updated Aug 2019, you will be learning:

  1. Key concepts of Computer Vision & OpenCV (using the newest version OpenCV4)
  2. Image manipulations (dozens of techniques!) such as transformations, cropping, blurring, thresholding, edge detection, and cropping.
  3. Segmentation of images by understanding contours, circle, and line detection. You’ll even learn how to approximate contours, do contour filtering and ordering as well as approximations.
  4. Feature detection (SIFT, SURF, FAST, BRIEF & ORB) to do object detection.
  5. Object Detection for faces, people & cars.
  6. Extract facial landmarks for face analysis, applying filters and face swaps.
  7. Machine Learning in Computer Vision for handwritten digit recognition.
  8. Facial Recognition.
  9. Motion Analysis & Object Tracking.
  10. Computational photography techniques for Photo Restoration (eliminate marks, lines, creases, and smudges from old damaged photos).
  11. Deep Learning ( 3+ hours of Deep Learning with Keras in Python)
  12. Computer Vision Product and Startup Ideas
  13. Multi Object Detection (90 Object Types)
  14. Colorize Black & White Photos and Video (using Caffe)
  15. Neural Style Transfers – Apply the artistic style of Van Gogh, Picasso and others to any image even your webcam input
  16. Automatic Number-Plate Recognition (ALPR
  17. Credit Card Number Identification (Build your own OCR Classifier with PyTesseract)

======================================================

You’ll also be implementing 21 awesome projects!




======================================================

OpenCV Projects Include:

  1. Live Drawing Sketch using your webcam
  2. Identifying Shapes
  3. Counting Circles and Ellipses
  4. Finding Waldo
  5. Single Object Detectors using OpenCV
  6. Car and Pedestrian Detector using Cascade Classifiers
  7. Live Face Swapper (like MSQRD & Snapchat filters!!!)
  8. Yawn Detector and Counter
  9. Handwritten Digit Classification
  10. Facial Recognition
  11. Ball Tracking
  12. Photo-Restoration
  13. Automatic Number-Plate Recognition (ALPR)
  14. Neural Style Transfer Mini Project
  15. Multi-Object Detection in OpenCV (up to 90 Objects!) using SSD (Single Shot Detector)
  16. Colorize Black & White Photos and Video

Deep Learning Projects Include:



  1. Build a Handwritten Digit Classifier
  2. Learn how to build a Multi-Image Classifier
  3. Build a Cats vs Dogs Classifier
  4. Understand how to boost CNN performance using Data Augmentation
  5. Extract and Classify Credit Card Numbers

Why Learn Computer Vision in Python using OpenCV?

Computer vision applications and technology are exploding right now! With several apps and industries making amazing use of the technology, from billion-dollar apps such as Pokémon GO, Snapchat and up and coming apps like MSQRD and PRISMA.

Even Facebook, Google, Microsoft, Apple, Amazon, and Tesla are all heavily utilizing computer vision for face & object recognition, image searching and especially in Self-Driving Cars!

As a result, the demand for computer vision expertise is growing exponentially!




However, learning computer vision is hard!

This was my problem when learning Computer Vision and it became incredibly frustrating.

I created this course to teach you all the key concepts without the heavy mathematical theory while using the most up to date methods.

I take a very practical approach, using more than 50 Code Examples.

At the end of the course, you will be able to build 12 Awesome Computer Vision Apps using OpenCV in Python.

If you’re an academic or college student I still point you in the right direction if you wish to learn more by linking the research papers of techniques we use.

So if you want to get an excellent foundation in Computer Vision, look no further.

This is the course for you!

In this course, you will discover the power of OpenCV in Python, and obtain skills to dramatically increase your career prospects as a Computer Vision developer.



You get 3+ Hours of Deep Learning in Computer Vision using Keras, which includes:

  • A free Virtual Machine with all Deep Learning Python Libraries such as Keras and TensorFlow pre-installed
  • Detailed Explanations on Neural Networks and Convolutional Neural Networks
  • Understand how Keras works and how to use and create image datasets
  • Build a Handwritten Digit Classifier
  • Learn how to build a Multi-Image Classifier
  • Build a Cats vs Dogs Classifier
  • Understand how to boost CNN performance using Data Augmentation
  • Extract and Classify Credit Card Numbers

Who this course is for:

  • Beginners who have an interest in computer vision
  • College students looking to get a head start before starting computer vision research
  • Anyone curious using Deep Learning for Computer Vision
  • Entrepreneurs looking to implement computer vision startup ideas
  • Hobbyists wanting to make a cool computer vision prototype
  • Software Developers and Engineers wanting to develop a computer vision skillset
  • Credit Risk Modeling in Python 2020 Course – Python Best Courses
  • Last updated 3/2020

Master Computer Vision™ OpenCV4 in Python with Deep Learning Course




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Content From: https://www.udemy.com/course/master-computer-vision-with-opencv-in-python/



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Optimization with Metaheuristics in Python Best Courses

Optimization with Metaheuristics in Python Best Courses

Learn Simulated Annealing, Genetic Algorithm, Tabu Search, and Evolutionary Strategies, and Learn to Handle Constraints

What you’ll learn

Optimization with Metaheuristics in Python Best Courses

  • Learn the foundations of optimization
  • Understand metaheuristics such as Simulated Annealing, Genetic Algorithm, Tabu Search, and Evolutionary Strategies
  • Be able to code metaheuristics in Python
  • Handle constraints though penalties

Requirements

  • Basic knowledge in Operations Research and Optimization – (not a must, but helpful)
  • Basic programming skills in Python – (not a must, but helpful)

Description

This course will guide you on what optimization is and what metaheuristics are.



You will learn why we use metaheuristics in optimization problems as sometimes when you have a complex problem you’d like to optimize, deterministic methods will not do; you will not be able to reach the best and optimal solution to your problem, therefore, metaheuristics should be used.

  • Simulated Annealing
  • Genetic Algorithm
  • Tabu Search
  • Evolutionary Strategies

With no packages and no libraries, learn to code them from scratch!! You will also learn how to handle constraints using the penalty method.

Here’s the awesome part –> you do NOT need to know Python programming!

  • This course will teach you how to optimize continuous and combinatorial problems using Python
  • Basically, you can think of this as not only a course that teaches you 4 well-known metaheuristics but also Python programming!

Who this course is for:

  • Anyone who wants to learn about metaheuristics
  • Anyone who wants to learn the Genetic Algorithm
  • Who wants to learn Simulated Annealing
  • Anyone who wants to learn Tabu Search
  • Anyone who wants to learn Evolutionary Strategies
  • Who wants to code metaheuristics in Python
  • Anyone who wants to learn how to handle constraints
  • Credit Risk Modeling in Python 2020 Course
  • Last updated 2/2020

Optimization with Metaheuristics in Python Best Courses




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Content From: https://www.udemy.com/course/optimization-with-metaheuristics/



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The Complete Elixir and Phoenix Bootcamp Course Catalog – Learn Elixir

The Complete Elixir and Phoenix Bootcamp Course Catalog – Learn Elixir

Master Functional Programming techniques with Elixir and Phoenix while learning to build compelling web applications!

What you’ll learn

The Complete Elixir and Phoenix Bootcamp Course Catalog – Learn Elixir

  • Think with a Functional Programming mindset
  • Use Phoenix to build compelling and FAST web apps
  • Understand common Elixir syntax and design patterns
  • Master the OAuth flow with Phoenix for authentication
  • Learn the hidden secrets of Phoenix

Requirements

  • Basic understanding of another programming language – Javascript, Ruby, C#, PHP, or similar

Description

Elixir and Phoenix are two of the hottest technologies of 2017.

Functional Programming? You will learn it.  Phoenix with OAuth? It’s here.  Postgres for data storage? Of course! Websockets too!




This course will get you up and running with Elixir and Phoenix quickly, and teach you the core knowledge you need to deeply understand and build amazingly fast web applications.

We’ll start by mastering the fundamentals of functional programming with Elixir, including functions, modules, and the fantastic ‘pipe’ operator.  You’ll learn how FP differs from classic object-oriented programming with a variety of different practical examples.  Once you have a solid understanding of Elixir, we’ll discuss how to build amazingly fast applications with the Phoenix Framework with an in-depth app.

If you are new to Elixir, or if you’ve been working to learn it but sometimes feel like you still don’t quite ‘get it’, this is the Elixir course for you! To learn Elixir and Phoenix you have to understand them.

  • Learn how to use Elixir’s built-in library to clean up your code
  • Master the differences between functional and object-oriented programming
  • Grasp all of the different pieces of syntax in common Elixir programs
  • Build interesting and challenging projects that have practical uses
  • Develop a web app using Phoenix that can be expanded in a variety of different ways
  • Go behind the scenes of Phoenix and learn how the internals work
  • Master the OAuth flow by authenticating users with the Github Public OAuth service
  • Practice working with databases by integrating Postgres into your app

Who this course is for:




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Content From: https://www.udemy.com/course/the-complete-elixir-and-phoenix-bootcamp-and-tutorial/



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Intro to Data Science: Your Step-by-Step Guide To Starting Course Catalog

Intro to Data Science: Your Step-by-Step Guide To Starting Course Catalog

Learn the critical elements of Data Science, from visualization to databases to Python and more, in just 6 weeks!

What you’ll learn

Intro to Data Science: Your Step-by-Step Guide To Starting Course Catalog

  • The entire Data Science process
  • Cloud concepts & application in Data Science
  • Database concepts
  • Statistics fundamentals as needed in Data Science
  • Visualizations for data mining and presentation
  • An overview of Statistical Learning
  • The essentials of Machine Learning
  • More advanced Python to applying to Data Science

Requirements

  • Only a passion to build a successful Data Science career

Description

The demand for Data Scientists is immense. In this course, you’ll learn how you can play a part in fulfilling this demand and build a long, successful career for yourself.



The #1 goal of this course is clear: give you all the skills you need to be a Data Scientist who could start the job tomorrow… within 6 weeks.

With so much ground to cover, we’ve stripped out the fluff and geared the lessons to focus 100% on preparing you as a Data Scientist. You’ll discover:

The structured path for rapidly acquiring Data Science expertise

How to build your ability in statistics to help interpret and analyze data more effectively

Learn how to perform visualizations using one of the industry’s most popular tools

How to apply machine learning algorithms with Python to solve real-world problems

Why the cloud is important for Data Scientists and how to use it

Along with much more. You’ll pick up all the core concepts that veteran Data Scientists understand intimately. Use common industry-wide tools like SQL, Tableau, and Python to tackle problems. And get guidance on how to launch your own Data Science projects.




In fact, it might seem like too much at first. And there are a lot of content, exercises, study, and challenges to get through. But with the right attitude, becoming a Data Scientist this quickly IS possible!

Once you’ve finished Introduction to Data Science A-Z, you’ll be ready for an incredible career in a field that’s expanding faster than almost anything else in the world.

Complete this course, master the principles, and join the ranks of Data Scientists all around the world.

Who this course is for:

  • Anyone who’s generally interested in Data Science
  • Anyone not satisfied with their job and wanting to transition into Data Science
  • Students in college wanting to start a career in Data Science
  • Students unsure of their future career wanting to see what Data Science is about
  • Junior Data Scientists aiming to boost their career prospects
  • Learn Python Requests Course
  • Last updated 3/2020

Intro to Data Science: Your Step-by-Step Guide To Starting Course Catalog




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Content From: https://www.udemy.com/course/intro-to-data-science/