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Mastering Data Science and Machine Learning Fundamentals Course

Mastering Data Science and Machine Learning Fundamentals Course

A Beginner Course in Data Science, Machine Learning, Regression, Classification and Clustering (THEORY ONLY)

What you’ll learn

Mastering Data Science and Machine Learning Fundamentals Course

  • The Mastering Data Science fundamentals
  • Mastering Machine Learning Fundamentals
  • How and when to use each Machine Learning model
  • Make regression using Linear Regression, SVM, Decsision Trees and Ensemble Modeling
  • Classify data using K-Means clustering, Support Vector Machines (SVM), KNN, Decision Trees, Naive Bayes, and PCA

Requirements

  • Just some high school mathematics level.

Description

This course is designed for students and learners who want to demystify the concepts, statistics, and math behind machine learning algorithms, and who are curious to solve real-world problems using machine learning.

This ensures that no prior knowledge is required to start learning from this course. The content of this course is specially designed to encompass all the concepts that come under the domain of data science. This course not only guides you through the problems and concepts of machine learning but also elaborates how to successfully implement those concepts.

AI Sciences will draw on our expertise in data science and AI to guide you through what matters, and what doesn’t.

Each concept is introduced in plain English, avoiding confusing mathematical notation and jargon. You won’t find academic, deeply mathematical coverage of these algorithms in this course – the focus is on basics understanding of them.

We’ll cover the data science, machine learning, and data mining techniques real employers are looking for, including:

  • Linear Regression
  • Support Vector Machine (SVM)
  • Decision Tree and Random Forest
  • Logistic Regression
  • K-Nearest Neighbors (K-NN)
  • Naive Bayes
  • K-Means Clustering
  • Hierarchical Clustering
  • Evaluating Machine Learning Models Performance
  • Neural Networks Best
  • Practices for Data Scientist

    and much more!

If you’re new in the data science field, don’t worry – the course starts with a crash course.

If you’re a programmer looking to switch into an exciting new career track, or a data analyst looking to make the transition into the AI industry – this course will teach you the basic techniques used by real-world industry data scientists.

Who this course is for:

  • Beginners who want to approach Machine Learning, but are too afraid of complex math to start
  • Students and academicians, especially those focusing on Machine Learning
  • Professors, lecturers or tutors who are looking to find better ways to explain the content to their students in the simplest and easiest way
  • Content From: http://www.udemy.com/course/mastering-data-science-and-machine-learning-fundamentals/
  • Build your first website using HTML5, CSS3 and Javascript Course Free Download

Mastering Data Science and Machine Learning Fundamentals Course

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RoboAuthor: Content Writing Automation 2019 – Part 1 Course

RoboAuthor: Content Writing Automation 2019 – Part 1 Course

Command Robots to write stories, scripts or poetry in any author’s style in minutes

What you’ll learn

RoboAuthor: Content Writing Automation 2019 – Part 1 Course

  • Write articles in any author’s style in minutes
  • Draft poetry, screenplays & fiction short stories using the power of Artificial Intelligence Tools
  • Generate taglines or slogans for your content business in minutes
  • Design logos and generate business names using AI tools
  • Generate full-fledged fan-fiction stories using an amazing AI cloud-based tool
  • Learn to write articles or stories along with a cloud-based AI tool run by automation

Requirements

  • None.

Description

Is this the end of manual content creation? 

The answer is a big “Yes”..Content can write itself finally in 2019. The course that the world resisted to bring is now here. A new unforgettable record break that will shock writers worldwide. Learn content writing automation in 2019 to let robots write your stories in a meaningful way. We have discovered incredible technology tools to help you in the same and I, Srinidhi Ranganathan wish to teach you the same to help you launch a story daily.

The content also tend to copy a specific author’s style if you need it to be and the content is completely unique.

All of this is performed through usage of cloud-based Artificial Intelligence (AI) based tools that do all the work for you when you feed a line or a sentence to form content based on the input provided. This course is going to change your entire mind-set on how you think about content – altogether.

We will teach you how to automate writing blog articles, short stories, poems, screenplays/scripts and song writing etc. You will also learn how to write with a writing robot live.

The future of content writing is here.

Let’s explore the magic of the unique content that is weaved and written automatically through bots.

Enroll now and let’s starting booming the writing magic with this Part 1 Robo Author Artificial Intelligence course.

Who this course is for:

  • Content creators who want to ditch the manual process of writing business content and want to shift to AI-Robots written content and speed up the process in order for growth-hacking.
  • Digital Marketers who wish to use inbound content marketing and the use of robo-written e-books for promotional use to market their business easier.
  • Authors who wish to use artificial intelligence technology to aid them in the writing process and to finish writing books in hours – instead of spending sleepless nights thinking of ideas on what to write and how to fill the content blocks.
  • Anyone who have a desire to learn AI-powered content writing tech tools.
  • Content From: http://www.udemy.com/course/roboauthor-content-writing-automation-2019-part-1/
  • Cisco Basics of Network Security Course Free Download

RoboAuthor: Content Writing Automation 2019 – Part 1 Course

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The Guitar Boot Camp : Learn Guitar Sight Reading Continued Course

The Guitar Boot Camp : Learn Guitar Sight Reading Continued Course

Boost your Guitar playing skills by learning the Core Fundamentals of Music Theory, and fair amount of Exercises.

What you’ll learn

The Guitar Boot Camp : Learn Guitar Sight Reading Continued Course

  • Students will learn about Music Sheets, Notations used.
  • You will Learn to Read Music Sheets by the End of the Course

Requirements

  • Should be familiar with Guitar Strings and its names.

Description

In this course you will Learn to Read Sheet Music.

If you always wanted to play Guitar  professionally , this course is for you.

We will cover the Notations used in the Music Sheets, and everything you can imagine.

Course is made using Guitar Pro 6, don’t worry you don’t need to purchase any software we will do it on our own.

Who this course is for:

The Guitar Boot Camp : Learn Guitar Sight Reading Continued Course

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Ultimate PHP Basics for Absolute Beginners – [200+ PHP Code]

Ultimate PHP Basics for Absolute Beginners – [200+ PHP Code]

Easy and Simple Methods to Learn PHP Concepts with lots of Practical Examples and Exercises. Skills Guaranteed.

What you’ll learn

Ultimate PHP Basics for Absolute Beginners – [200+ PHP Code]

  • You will Learn PHP Language Basics from Scratch.
  • Complete PHP Syntax and Programming Language Basics.
  • You will do Exercises, Assignments and Practical Quiz on PHP Language.
  • Will learn how to Setup PHP on your Machine (Windows or Mac).
  • You will learn how PHP works and What can you do with PHP?
  • Will learn how to define Variables and Constants.
  • You will be able to define Expression and all the Operators in PHP.
  • You will write PHP program using Data Types – Strings, Numbers, Double, Boolean and null.
  • Learn to organise your source code with Namespaces.
  • You will learn how to write conditions and looping statements.
  • Learn how to handle Strings in Webpage with String Functions.
  • Learn the basics of defining Functions, Passing Parameters and Function Concepts.
  • Write Clean and Quality code by learning how to properly Handle Exceptions and Errors.
  • Learn Read, Write CSV File and Configuration Files in PHP
  • You will learn how to Show Dates, Compare Dates, Format Dates.

Requirements

  • No prior programming knowledge required.
  • Able to use computer and install softwares.
  • Should have access Windows PC or Mac.

Description

Download 200+ PHP Source code used in this Course ……

Learn PHP 10X times faster with Examples, Exercises, Assignments, Blogs and Quiz ……

Complete Hands-on and Practical PHP Code for every topic in PHP ……

16+ hours of PHP Training fully focused on Writing and Learning PHP Code ……

————————————————————————————————————-

Do you want to learn PHP from Scratch?

Download 200+ PHP source code from Introduction Section. (Lecture 2).

Will this course help me to learn PHP in the right way?

  1. Objective
  2. Examples
  3. Exercises
  4. Quiz
  5. Assignments
  6. Blogs
  7. Summary

What will I do in this Course?

You will have fun learning PHP! Trust me.

This course will help you learn  ……

  1. How to Setup PHP on Windows and Mac.
  2. Create your First PHP and Displayed on Browser.
  3. Learned about echo, print, comments and displaying PHP tags.
  4. What is PHP?
  5. Explain concepts like Client Server Model and Request Response Pattern
  6. Explain how PHP works to anyone in your own words.
  7. Embed PHP in HTML Pages.
  8. Run PHP on Console.
  9. Whitespaces, Escaping Characters and Reserved Words.
  10. Define Variables and Constants.

  11. Quick Intro to String, Integer Data Types and Functions.
  12. Understand types of Variable Scopes, Predefined Variable, Variable Variables and Magic Constants.
  13. Difference Between Variable and Constants.
  14. What is Expression and Operators.
  15. Types of Operators – Conditional, Arithmetical, Incremental, Logical, Assignment, Comparison, Bitwise, Execution and Error Control Operators.
  16. Understand the Operator Precedence.
  17. Define Strings, Integers, Double, Boolean and null.
  18. Work with Data Types and Create your own Variables of scalar data types.
  19. Define Namespaces and Sub Namespaces.
  20. Organise your program into smaller chunks and include them.
  21. Understand Namespace Constants.
  22. How to check any conditions using Conditional Statements.
  23. Write Conditional Statements using if, ifelse and Switch.
  24. Understand goto, break, continue and return keywords.

  25. How to Combine two Strings.
  26. Learn to use Strings functions – strlen, strpos, uppercase, lowercase, reverse, shuffle and others.
  27. Understand about heredoc and nowdoc.
  28. Able to define, store and print Arrays.
  29. Use foreach loop to iterate Array elements.
  30. Create different types of Arrays – Empty, Mixed, Indexed, Associative and Multi Dimension Arrays.
  31. Learn about Array function unset.
  32. Sort, Copy and Split Arrays.
  33. Create and Call your Own Functions.
  34. Passing Inputs and Capture Return Value from Functions.
  35. Default and Optional Values.
  36. Understand How Dynamic Function Calling Works.

  37. Write Anonymous Function and Built-in Functions.
  38. Able to Pass Argument as Reference.
  39. Learn to Raise and Catch Exceptions.
  40. Able to Throw Custom Exceptions.
  41. Catch Multiple Exceptions.
  42. Raise and Catch Errors.
  43. Learn to work with File Directories.
  44. Copy, Rename and Delete a File.
  45. Able to Read and Write Files.
  46. Understand how to read Configuration Files.
  47. Learn how to Read and Write CSV File.
  48. Learn to Print Date and Time.
  49. Convert Timestamp to different Time zone.
  50. Common Use case of Date.
  51. and many more topics  ……

Who this course is for:

  • Students who want to start learning PHP Language from Basics.
  • Beginners who want to start the career as PHP Developer.
  • Web Developers who want to learn PHP server-side scripting language.
  • Content From: http://www.udemy.com/course/ultimate-php-course-for-absolute-beginners/
  • The Perfect PHP Beginners Course (2019) Course

Ultimate PHP Basics for Absolute Beginners – [200+ PHP Code]

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Learn Parallel Programming with C# and .NET Course

Learn Parallel Programming with C# and .NET Course

Discover the core multithreading and parallelization concepts supported by the .NET framework.

What you’ll learn

Learn Parallel Programming with C# and .NET Course

  • Create and run independent tasks
  • Manage synchronized access to data
  • Effectively use parallel collections
  • Work with task continuations
  • Write parallel loops
  • Leverage the power of Parallel LINQ
  • Master asynchronous programming (async/await)

Requirements

  • Basic knowledge of C# and .NET framework
  • Basic knowledge of multithreading

Description

This course is about .NET Parallel Programming with C# and covers the core multithreading facilities in the .NET Framework, namely the Task Parallel Library (TPL) and Parallel LINQ (PLINQ).

This course will teach you about:

  • Task Programming: how to create and run tasks, cancel them, wait on them and handle exceptions that occur in tasks.
  • Parallel LINQ, the parallel version of .NET’s awesome Language-Integrated Query (LINQ) technology.
  • Async/Await and .NET’s support for asynchronous programming.

This course is suitable for:

  • Beginner and experienced .NET/C# developers
  • Anyone interested in multi-threading, parallelism and asynchronous programming

The course consists of the following materials:

  • Video lectures showing hands-on programming
  • C# files that you can download and run

Before taking the course, you should be comfortable with the C# programming language and familiar with multi-threading.

Who this course is for:

Learn Parallel Programming with C# and .NET Course

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Design Thinking Guide for Successful Professionals Course

Design Thinking Guide for Successful Professionals Course

Success Formula for Entrepreneurs, Business Owners and Managers

What you’ll learn

Design Thinking Guide for Successful Professionals Course

  • • Develop the mindsets, skillsets, and toolsets of designers, artists, and innovators
  • • How to connect more deeply with customers to discover opportunities for innovation
  • • Break through barriers that have kept you stuck
  • • Experiment with idea generation, critical thinking, aesthetic ways of knowing, problem-solving and rapid-prototyping
  • • Foster a culture that enhances creativity and innovation
  • • Generate ideas to seed your innovation ecosystem

Requirements

  • Keep an Open Mind – Because mind is like a parachute and it works best when it is open

Description

Design thinking is the most under studied concept as it has actually been around for a very long time but it is never really been explored to its huge potential for the betterment of the business or organization. Organizations like Apple and Google use the concept of design thinking in their day-to-day customer interface and thus have been able to design full-proof products which only has one outcome “Success”.

Everything around you has been designed in an attempt to delight you. And as customers when you are delighted with the product and you are eager to buy it, it doesn’t matter how expensive it is and thus companies/business which are capable of producing such products become the CUSTOMER FAVORITE.

In this course, you will learn the complete design thinking process and its various components. I have discussed each and every part of the process in detail and with examples and stories to make your understanding concrete. It’s my BOLD promise that the tools and techniques that I have discussed in this course can transform your business and has the potential to give you a huge breakthrough in your professional life.

Who this course is for:

  • This course is for Entrepreneurs, Business Owners and Managers who are willing to work towards creating a customer favorite product
  • If you are looking for a shortcut, this course is NOT for you
  • If you are not willing to work relentlessly for the desired results, this course is NOT for you
  • Content From: http://www.udemy.com/course/design-thinking-for-long-term-business-success/
  • Fundamentals of Splunk Course Free Download

Design Thinking Guide for Successful Professionals Course

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Digital Drawing Techniques with Graphic Tablet Course

Digital Drawing Techniques with Graphic Tablet Course

Learn How to Digital Drawings and Character Design Using a Tablet

What you’ll learn

Digital Drawing Techniques with Graphic Tablet Course

  • You will learn how to draw using a graphic tablet.
  • Character Drawing Techniques with a Graphic Tablet
  • Use of Color in Drawings
  • Making 3D Drawings Using Colors

Requirements

  • Graphic Tablet and PC

Description

Step by step learn how to make digital drawing using a graphics tablet.

Make digital drawings with SketchBook and Photoshop. Learn all the details about digital drawings and character design.

More than 6 hours tutorials with 5 different topics.

  • Drawing Techniques with Graphic Tablet
  • Character Head Drawing Techniques
  • The Character Facial Expressions Drawing Techniques
  • Character Body Motion (Gestures) Drawings
  • Character Model Drawing Techniques
  • How to Prepare Storyboard for Animations

To improve your skills, start learning now!

Who this course is for:

  • Anyone who wants to make digital drawings.
  • Content From: http://www.udemy.com/course/digital-drawing-techniques-with-graphic-tablet/
  • Fundamentals of Splunk Course Free Download

Digital Drawing Techniques with Graphic Tablet Course

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Fundamentals of Splunk Course

Fundamentals of Splunk Course

Learn The Essentials of Splunk. Get up and running with Splunk.

What you’ll learn

Fundamentals of Splunk Course

  • Learn the fundamentals Splunk.
  • How to install and setup Splunk.
  • Learn how Splunk can help you monitor data from multiple systems: web servers, databases, applications, and cloud-based resources.
  • How to set up alerts.
  • Learn search and reporting features.
  • Learn how to set up dashboards for visual insights into the state of your systems.

Requirements

  • Splunk to follow along with the course.

Description

Splunk turns machine data into answers. Organizations of all sizes and across industries are using Splunk to unleash innovation and solve their toughest IT, security and business challenges. Splunk is one of the most used applications for analyzing unstructured data in the data center.

In this course you will learn the fundamentals Splunk.  We’ll go over on how to install and setup Splunk. Learn how Splunk can help you monitor data from multiple systems: web servers, databases, applications, and even cloud-based resources.

We’ll also explore the search and reporting features, and learn how to set up alerts so that you can catch potential problems before they become critical. In addition, learn how to set up dashboards for visual insights into the state of your systems.

Who this course is for:

Fundamentals of Splunk Course

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Learn C++: Algorithms and Functions Course

Learn C++: Algorithms and Functions Course

What are Algorithms and Functions, how do they change the way we code, how will they help us in the future? Learn now!

What you’ll learn

Learn C++: Algorithms and Functions Course

  • Ways to implement algorithms and functions in programming and problem solving
  • Algorithms
  • Functions
  • Programming
  • Problem solving

Requirements

  • Basic C++

Description

With this course you will learn what functions and algorithms are, how they change and simplify our code and why do we use them. Every section has logical and mathematical tasks that we solve step by step and at the end there are exercises to test your skills and knowledge.

If you are ready to take your programming skills to another level, I welcome to my course!

Who this course is for:

  • Beginner C++ developers
  • Aspiring software developers
  • programming students
  • coders
  • freelancers
  • Content From: http://www.udemy.com/course/understand-the-built-in-functions-and-algorithms/
  • PHP Tutorials Free Download

Learn C++: Algorithms and Functions Course

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Figma Master Course | Learn Figma for UX/UI Design Course

Figma Master Course | Learn Figma for UX/UI Design Course

Learn the essentials of using Figma

What you’ll learn

Figma Master Course | Learn Figma for UX/UI Design Course

  • Learn the fundamentals of Figma.
  • How to get a Figma project started.
  • How to add content to your design project by working with frames.
  • Learn about creating and editing shapes, drawing, adding and formatting text.
  • Learn how to create a prototype, share designs using the collaboration features.

Requirements

  • Access to Figma (free trial available)

Description

Figma is a powerful UX design application and collaboration tool that runs online.

In this course, you’ll learn how to use all of Figma’s core features, including interface basics, keyboard shortcuts, and shape tools. Learn how to navigate around Figma and view the panels and tools you need when you need them

You’ll learn how to get a Figma project started. Next, learn how to add content to your design project by working with frames, creating and editing shapes, drawing, adding and formatting text. We’ll also get into how to create a prototype, share designs using the collaboration features in Figma, generate assets for development and so much more!

This course is meant for all levels whether you’re a seasoned UI/UX Designer looking to learn a new tool or you’re just getting into UI/UX Design.

Who this course is for:

Figma Master Course | Learn Figma for UX/UI Design Course

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