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LiveLessons - Python Fundamentals

Python Fundamentals
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 7 Hours 42M | 3.81 GB
Genre: eLearning | Language: English

The professional programmer's Deitel® video guide to Python development with the powerful IPython and Jupyter Notebooks platforms.

Description

Python Fundamentals LiveLessons with Paul Deitel is a code-oriented presentation of Python-one of the world's most popular and fastest growing languages. In the context of scores of real-world code examples ranging from individual snippets to complete scripts, Paul will demonstrate coding with the interactive IPython interpreter and Jupyter Notebooks. You'll quickly become familiar with the Python language, its popular programming idioms, key Python Standard Library modules and several popular open-source libraries. In the Intro to Data Science videos, Paul lays the groundwork for later lessons in which he'll introduce some of today's most compelling, leading-edge computing technologies, including natural language processing, data mining Twitter® for sentiment analysis, cognitive computing with IBM® Watson™, supervised machine learning with classification and regression, unsupervised machine learning with clustering, computer vision through deep learning and convolutional neural networks, sentiment analysis through deep learning with recurrent neural networks, big data with Hadoop®, Spark™ streaming, NoSQL databases and the Internet of Things.

NOTE this LiveLesson is one in a series of four:
Python Fundamentals LiveLessons Part II
Python Fundamentals LiveLessons Part III
Python Fundamentals LiveLessons Part IV

About the Instructor

Paul J. Deitel, CEO and Chief Technical Officer of Deitel & Associates, Inc., is a graduate of MIT, where he studied Information Technology. He holds the Sun (now Oracle) Certified Java Programmer and Certified Java Developer certifications, and is an Oracle Java Champion. Through Deitel & Associates, Inc., he has delivered Java, C#, Visual Basic, C++, C and Internet programming courses to industry clients, including Cisco, IBM, Sun Micro systems, Dell, Siemens, Lucent Technologies, Fidelity, NASA at the Kennedy Space Center, the National Severe Storm Laboratory, White Sands Missile Range, Rogue Wave Software, Boeing, SunGard Higher Education, Stratus, Cambridge Technology Partners, One Wave, Hyperion Software, Adra Systems, Entergy, CableData Systems, Nortel Networks, Puma, iRobot, Invensys and many more. He and his co-author, Dr. Harvey M. Deitel, are the world's best-selling programming-language textbook/professional book authors.

Skill Level

Beginner-to-Intermediate

What you Will Learn

Before You Begin-Configure your system for Python, obtain the code examples, Python package managers, Paul's contact info
Lesson 1-Test-Drives: Using IPython and Jupyter Notebooks-Work with snippets and scripts in the context of IPython and Jupyter Notebooks
Lesson 2-Intro to Python Programming-Variables, types, operators, strings, I/O, decisions, objects and dynamic typing
Lesson 3-Control Statements-if, if.else, if.elif.else, for, while, break, continue, augmented assignments, boolean operators, intro to lists
Lesson 4-Functions-Custom function definitions, importing libraries, simulation with random-number generation, scope, default parameter values, keyword arguments, arbitrary argument lists, methods, intro to tuples, intro to functional-style programming

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Wordpress For Beginners & Newbies

Wordpress For Beginners & Newbies - Create A Professional Website or Ecom Site In Just 30 Minutes
Video: .MP4, 1280x720 | Audio: AAC, 44kHz, 2ch | Duration: 42m
Genre: eLearning | Language: English | Size: 573 MB

Need Help To Create A Website / Blog / Ecom Site With Wordpress?

Learn How To Setup A Great Looking, Professional Wordpress Website In Less Than 30 Minutes.

Tap On My 13 Years of Wordpress & Marketing Experience

Hi my name is Alvin Phang and I am a professional business blogger at GatherSuccess.com. I have over 30,000+ social follower and have been blogging since 2006 helping many individuals just like you to create beautiful and high converting website

In this simple to follow course you will learn:

Setup Your Web Hosting
How To Buy Your Domain Name
How To Post Your 1st Blog Post
How To Post Your 1st Page Post
How To Customise Your Wordpress Theme
Get Access To Professional Theme Designs For FREE
Access To The World's Most Popular Flexible Theme Builder
This Course is For:

Beginners who don't know how to install or configure WordPress
Anyone who wants a WordPress powered website
Business Owners
Aspiring Bloggers
Personal Brands
People who need to get more leads and sales for their product or service

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Step By Step Watercolor Landscapes - Morning & Evening Scenes

Step By Step Watercolor Landscapes - Morning & Evening Scenes
Video: .MP4, 1280x720 | Audio: AAC, 44kHz, 2ch | Duration: 38m
Genre: eLearning | Language: English | Size: 702 MB

Welcome to the class!

In this class, I am going to show you how I painted these two landscapes, step by step.

The first landscape is of early morning sunbeams and the second painting is an evening scene from the top of a hill.

I'll be showing you every brush stroke I make and every color that I mix for painting these two landscapes. I've used various peculiar watercolor techniques such as wet-in-wet, wet on dry, color lifting to create the effects which you see in the paintings.

I am also giving you the reference photos I have used so that you can paint your own versions of these landscapes.

If you love watercolors and love painting landscapes, you'll love this class.

So, let's get started!

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Painting on Cake : Cherry Blossom Pattern

Painting on Cake : Cherry Blossom Pattern
Video: .MP4, 1280x720 | Audio: AAC, 44kHz, 2ch | Duration: 13m
Genre: eLearning | Language: English | Size: 244 MB

Hand-painting will make your cake stands out, and it adds an artistic touch that is uniquely yours. Painting on fondant cake is not the same as painting on paper or canvas. In this class, you will learn the fundamentals of painting on cake, including:

Types of food colourings & thinner
Step by step of painting the cherry blossom
Painting the pattern on fondant cake (also learn how to erase mistakes)
If you're a novice baker/ cake decorator, prior to enrolling in this class, you can also enroll in my previous classes:

- Modern Texturized Buttercream Cakes

- Watercolor Galaxy Cake

The cherry blossom pattern is so simple to learn and designed specially for beginner painters. Let's learn how to paint on cake with me in this relaxing class

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Facial Animation & More In Unreal Engine 4 - 3D Character Animation (Part 2)

Facial Animation & More In Unreal Engine 4 - 3D Character Animation (Part 2)
Video: .MP4, 1280x720 | Audio: AAC, 44kHz, 2ch | Duration: 1h 12m
Genre: eLearning | Language: English | Size: 416 MB

LEARN FACIAL ANIMATION & MORE WITH UNREAL ENGINE 4 & DAZ STUDIO!

Both of these outstanding animation programs are FREE and will allow you to create stunning and highly professional character animations. In this course we will go over the simple techniques that unlock the little known animation powers inside of Unreal Engine 4. By using the high quality DAZ3D characters, you will learn how to export any morph targets you'd like from DAZ Studio and then utilize them inside of Unreal Engine 4.

REAL TIME ANIMATION RENDERING

By far one of the most powerful features of Unreal Engine 4 is the ability to see your animations playing in real time as you work. No more slow, sluggish systems that cramp your style and hinder your animation creativity. Unreal Engine is a breeze to use, and best of all ...it's FUN! When your ready to export your animation to an image sequence for later compositing or to a video file, you will be able to render your animation out in near real time!

IN THIS COURSE YOU WILL LEARN:

How to prepare your DAZ3D character for export to UE4 with all the morph targets and expressions you wish
How to use the PUPPETEER tool in DAZ as a way to export morphs and animations
How to properly import your DAZ3D character with it's skeleton, rigging, morph targets, materials and textures
Learn where the morph sliders are in Unreal Engine 4 and how to use them
Create a realistic blink animation for your character
Create side to side and up & down eye movements for your character
Animate mouth movements for speech as well as expressions
Animate your characters head movements
Create and animate believable expressions
Learn about amazing new tools that work in conjunction with UE4 such as Allrightrig & Akeytsu
Plus much, much more!

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Watercolor Wanderlust : Learn to Paint Magical Mountains

Watercolor Wanderlust : Learn to Paint Magical Mountains
Video: .MP4, 1280x720 | Audio: AAC, 48kHz, 2ch | Duration: 30m
Genre: eLearning | Language: English | Size: 560 MB

In this class, you will learn how to create a magical wanderlust mountain scene. This class is great for beginners or those looking to expand your watercolor skills. First, I will start out with the drawing portion and show you how to place your mountains. After the drawing portion, I will use the wet on wet technique with the watercolors. This art project will make a great addition to your portfolio as well. A reference photo is attached in the class project area for your convenience.

Supplies used

Watercolors - Pretty excellent /Meiliang set
Watercolor paper - Strathmore 140lb
Towel/rag
Brushes
Cup of water
Derwent sketching pencil

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ITIL® Practitioner

ITIL® Practitioner
MP4 | Video: AVC 1280 x 720 | Audio: AAC 48KHz 2ch | Duration: 7H 39M | 11.05 GB
Genre: eLearning | Language: English

The ITIL® Practitioner is a highly practical course and designed in such a way that enables the candidates to implement service improvements based on the ITIL® philosophy of "adopt and adapt." In this comprehensive course, the students will learn the guiding principles of service improvement, the service improvement approach, communication, metrics and measurement, and organizational change management (OCM). The ITIL® Practitioner training course prepares the candidates for the AXELOS® ITIL® Practitioner exam which is required to achieve the ITIL Practitioner certificate. The ITIL® Practitioner certification offers practical guidance on how to adopt and adapt the ITIL framework to support your business' objectives. The ITIL® Practitioner exam training course requires the students to have undertaken the ITIL® foundation training before enrolling in this training course. All ITIL® courses are offered by CareerAcademy.com AFFILIATE of AXELOS Limited. ITIL® is a registered trade mark of AXELOS Limited, used under permission of AXELOS Limited. All rights reserved.

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Linear Regression with Python

Linear Regression with Python
MP4 | Video: AVC 1306 x 706 | Audio: AAC 44KHz 2ch | Duration: 1H 4M | 201.05 MB
Genre: eLearning | Language: English

Create a linear regression algorithm with Python in this 8-part video series:

Introducing Linear Regression. This first clip in this Linear Regression series introduces you to one of the most popular machine learning algorithms. Learn the key concepts in linear regression including Targets, Predictors, Outliers, and Independent and Dependent Variables. Understand the five assumptions that must be in place to perform linear regression: linear relationship, multivariate normality, little or no multicollinearity, no auto-correlation, and homoscedasticity. Be able to distinguish simple regression from multiple linear regression.
Loading Data into Pandas. This second clip in this Linear Regression series shows you how to load data from different sources into Pandas. Pandas is a software library written for the Python programming language used for data manipulation and analysis. Follow along and master the read_csv() function.
Handling Missing Values in Pandas and Python. This third clip in this Linear Regression series explains the different reasons why data can be missing, including due to incomplete extracts and corrupt data. Follow along and apply various approaches in handling missing data, including deleting rows, substituting values such as replacing the missing values with the mean of the data (for numeric only), and using dummy values such as "unknown" (for string data).
Visualizing Data in Python. This fourth clip in this Linear Regression series explains data visualization in Python. Follow along and practice data visualization using Matplotlib for both functional and object-oriented methods.
Splitting Data During Linear Regression. This fifth clip in this Linear Regression series shows you how to split data to avoid overfitting when performing linear regression. Follow along and use the scikit-learn library to split the data.
Creating a Linear Regression Model Using Python. This sixth clip in this Linear Regression series shows you how to create a linear regression model using python and several libraries. Follow along and apply the techniques from the previous clips to "put the pieces together" and apply linear regression.
Evaluating the Linear Regression Model. This seventh clip in this Linear Regression series shows you how to evaluate the linear regression model you created, using Root Mean Squared Error (RMSE) and R-squared (R2). Follow along and apply both RMSE and R2 to measure the accuracy of your model.
Making Predictions Using the Linear Regression Model. This eighth clip in this Linear Regression series shows you how to make predictions based on a linear regression model. Follow along and predict future values using your model.

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Technics Publications - PHP Essentials

Technics Publications - PHP Essentials
MP4 | Video: AVC 1270 x 720 | Audio: AAC 44KHz 2ch | Duration: 1H 36M | 360.88 MB
Genre: eLearning | Language: English

Master how to script in PHP for web development in this ten-part video series, covering:

PHP Overview. This first clip in this PHP video series explains PHP and how it allows web developers to create dynamic content that interacts with databases.
PHP Setup. This second clip in this PHP video series shows you how to set up the PHP environment. We will use the Notepad++ Integrated Development Environment (IDE) and the WAMP local server.
PHP Basic Components. This third clip in this PHP video series covers the basic components and syntax of PHP. Practice working with the PHP variable types of integers, doubles, Booleans, NULLs, and strings. Practice applying arithmetic, comparison, logical, assignment, and conditional operator types. Create if, elseif, and else decision making statements. Create write for, while, do.while, and foreach loops.
PHP Basic Web Development. This fourth clip in this PHP video series gets you started with PHP web development. Learn about browser identification and platform, environment variables, html forms, and browser redirection.
PHP GET and POST. This fifth clip in this PHP video series explains and shows you how to use the GET and POST methods.
PHP Functions. This sixth clip in this PHP video series covers everything you need to know about PHP functions, including what they are, their various types, and how to define them. Also practice creating functions with parameters.
PHP Cookies. This seventh clip in this PHP video series explains cookies and how to create them PHP. Learn about the three steps of identifying, returning, and using cookies. Learn about the setcookie, isset, and deletecookie functions.
PHP Sessions. This eighth clip in this PHP video series explores the Session, which is an alternative way to make data accessible across the various pages of a website. Learn how to create and destroy sessions.
PHP File Upload. This ninth clip in this PHP video series shows you how to upload files to a server using PHP.
PHP and MySQL. This tenth clip in this PHP video series shows you how to connect PHP to a MySQL database using a user authentication demo as an example.

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Technics Publications - Version Control with Git and Github

Technics Publications - Version Control with Git and Github
MP4 | Video: AVC 1254 x 704 | Audio: AAC 44KHz 2ch | Duration: 1H 12M | 229.56 MB
Genre: eLearning | Language: English

Become a version control expert using Git and Github in this ten-part video series. Learn about the environment needed for version control and become proficient in both Git and GitHub through these ten topics:

Video Series Overview. This first clip in this Git and Github version control series provides an overview to the complete video series.
Importance of Version Control. This second clip in this Git and Github version control series explains why version control is so important to software development.
How Version Control Works. This third clip in this Git and Github version control series shows how version control works. Learn about both the client and server side, and how changes are tracked and committed. Learn how merge conflicts are managed and reconciled.
Git and Github Essentials. This fourth clip in this Git and Github version control series provides an overview to the distributed version control system called Git and the online service called Github.
Setting up the Git and Github Environment. This fifth clip in this Git and Github version control series walks you through installing and setting up the Git and Github Environment.
Git and Github Basic Functionality. This sixth clip in this Git and Github version control series provides a hands-on session to the basic functionality within Git and Github.
Git and Github in Action. This seventh clip in this Git and Github version control series shares an example of how Teamwork works with both Git and Github. Also learn how to use branching and merging.
Pull Requests. This eighth clip in this Git and Github version control series dives into pull requests and how it allows us to work in a more cohesive and cooperative group which facilitates communication.
Git Stash and Git Log. This ninth clip in this Git and Github version control series covers two very important Git features: Git Stash and Git Log.
Github Interface. This tenth clip in this Git and Github version control series explains the Github interface in depth. Also learn what the next steps would be to continue your education with Git, Github, and version control.

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Communication Essentials

Communication Essentials
MP4 | Video: AVC 1280 x 720 | Audio: AAC 48KHz 2ch | Duration: 1H 48M | 4.37 GB
Genre: eLearning | Language: English

The Communication Essentials course is equally helpful for managers and professionals at all levels as it develops the sound communication skills in them required for effective working relationships. This training course provides the communication skills required to handle day-to-day situations in any organization with a flexible, genuine, and self-confident approach, and helps the candidates to build collaborative relationships based on professionalism, trust and mutual respect.

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Data and Process Resource Management: Resource and Business Cycles Module

Data and Process Resource Management: Resource and Business Cycles Module
MP4 | Video: AVC 960 x 720 | Audio: AAC 44KHz 2ch | Duration: 45M | 295.17 MB
Genre: eLearning | Language: English

Hear legendary Michael Brackett talk about data and process resource management in this second module on resource and business cycles management.

Formal development and management of a combined Data / Processes Resource with a supporting Data / Processes Culture begins with the concept of a business environment and a business niche within that environment where an organization operates. Observation of the organization's business niche drives a formal Data Resource Cycle and a formal Processes Resource Cycle, that leads to an interdependent Data / Processes Resource, that fully supports an organization's business operations. Each cycle is managed according to a formal method that ensures the integrity and qualify of a Data / Processes Resource.

The Data Resource Cycle and the Processes Resource Cycle each has four states-a business niche state, a business state, a proper state, and an implement state-that begins with observation of the business niche and ends with operation in that business niche. Each cycle has four phases-a realize phase, a formalize phase, a customize phase, and a utilize phase-representing formal transitions between the states. Each cycle is guided by three laws, supported by 12 rules, that ensure formal transition through the states. Any violation of the formal cycles results in compromised integrity and quality of the Data / Processes Resource that adversely impacts an organization's business.

The two cycles come together in their respective realize phases to provide the interdependent data resource and processes resource necessary for an organization to conduct its business. The Business Cycle consists of observation of an organization's business niche to evaluate the business; the use of processes, and the storage and retrieval of data to support the business; and operation in the business niche.

The Data / Processes Resource Management series presents concepts, principles, and techniques, formal terms with denotative definitions, and the benefits of evolving to formal management of a combined data / processes resource. The series is beneficial for technical data and processes professionals, business professionals, and their respective managers.

Michael Brackett has in data management for over 50 years. During that time, he developed many innovative concepts, principles, and techniques for managing data as a critical resource of an organization. He published 12 technical books and over 50 technical articles on data management, and three speculative business fiction books on data management, processes management, and business architecture. He is a prominent speaker at local, national, and international conferences, and is considered a legend in data resource management. He has been a member of DAMA since 1985, and saw the establishment of DAMA National in 1986 and DAMA International in 1988. He was President of DAMA International 2000 through 2003, and established the DAMA International Foundation in 2004. He received DAMA International's Lifetime Achievement Award in 2006 for his pioneering work in data resource management.

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