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This Python Machine Learning online instructor led course is an excellent introduction to popular machine learning algorithms. Python Machine Learning 2-day Course Prerequisites: Basic knowledge of Python coding is a pre-requisite. Who Should Attend? This course is an overview of machine learning and machine learning algorithms in Python SciKitLearn. Practical: We cover the below listed algorithms, which is only a small collection of what is available. However, it will give you a good understanding, to plan your Machine Learning project We create, experiment and run machine learning sample code to implement a short selected but representative list of available the algorithms. Course Outline: Supervised Machine Learning: Classification Algorithms: Naive Bayes, Decision Tree, Logistic Regression, K-Nearest Neighbors, Support Vector Machine Regression Algorithms: Linear, Polynomial Unsupervised Machine Learning: Clustering Algorithms: K-means clustering, Hierarchical Clustering Dimension Reduction Algorithms: Principal Component Analysis Latent Dirichlet allocation (LDA) Association Machine Learning Algorithms: Apriori, Euclat Other machine learning Algorithms: Ensemble Methods ( Stacking, bagging, boosting ) Algorithms: Random Forest, Gradient Boosting Reinforcement learning Algorithms: Q-Learning Neural Networks and Deep Leaning Algorithms: Convolutional Network (CNN) Data Exploration and Preprocessing: The first part of a Machine Learning project understands the data and the problem at hand. Data cleaning, data transformation and data pre-processing are covered using Python functions to make data exploration and preprocessing relatively easy. What is included in this Python Machine Learning: Python Machine Learning Certificate on completion Python Machine Learning notes Practical Python Machine Learning exercises and code examples After the course, 1 free, online session for questions or revision Python Machine Learning. Max group size on this Python Machine Learning is 4. Refund Policy No Refunds

Description: Adobe Photoshop has become a household name these days. Editing photos has never been easier thanks to this beautiful piece of software. Well thanks to this Adobe Photoshop CS for Beginners course, you can now master the software as well. This course is designed to help you learn Photoshop in an easy to understand manner. As the name suggests, this course will help you develop a strong foundation within this community. This course will help you get familiar with the different tools and provide plenty of examples along the way. So get this course immediately and build a strong foundation in Adobe Photoshop CS for Beginners. Learning Outcomes: Understanding Photoshop CS, new features, how to get started and sources of help Utilizing Photoshop CS screen, menu bar, toolbox, status bar, palettes and windows Browsing through Photoshop files; opening, creating and saving files; text and audio saving options with image files; reverting to saved files; and different file formats Managing Photoshop layout by arranging screen components, workspace presets, working with multiple documents and hiding and displaying windows Introduction to selection, retouch, painting, vector, navigation, notation and colour tools Pallets of various different types including navigation, info, colour, swatches, styles, history and more Managing short cut keys, tools presets, option bar, alignment tools, grids, rulers and guides Selecting a complete image, working with marquee and lasso tools, utilizing magic wand and colour range Managing selections through adding, moving, resizing, saving, deselect options, cropping and more Understanding pixels, bitmap images, vector graphics, image re-sampling, pixel information with info palette Understanding Image resolution and constraints, changing size of image in pixels and image document, and auto resolution Understanding what is meant by Canvas and Document Window, and how to work with each of them Working with colours through the colour settings, understanding RGB and CMYK colours, using colour palette and ramp, and working with colour modes Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Adobe Photoshop CS for Beginners is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Adobe Photoshop CS for Beginners is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Introduction 00:15:00 The Photoshop CS Screen Components 00:30:00 File Management Basics 00:30:00 Modifying your Photoshop Layout 00:30:00 Introduction to the Photoshop Toolbox 00:30:00 Introduction to Photoshop Palettes 01:00:00 More Photoshop Features 01:00:00 Making Selections 01:00:00 Manipulating Selections 01:00:00 Editing With Selections 00:30:00 Understanding Digital Images 00:30:00 Image Size and Resolution 01:00:00 Working with Your Canvas and Document Window 01:00:00 Working with Colour 01:00:00 Mock Exam Mock Exam- Adobe Photoshop CS for Beginners 00:20:00 Final Exam Final Exam- Adobe Photoshop CS for Beginners 00:20:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Master the fundamentals of electrical 3 phase power transformers with our comprehensive course. Gain practical insights into transformer construction, protection, and operation for a successful career in electrical engineering.

Adobe Illustrator Certification Looking to master Adobe Illustrator? Our online course based in Singapore is the perfect solution for you! Designed to cater to both beginners and advanced users, our course covers all aspects of Adobe Illustrator from the basics to the more advanced techniques. Our team of experienced instructors will guide you through the course, providing you with personalized attention to ensure that you receive the most out of your learning experience. Our online course platform allows you to learn at your own pace and from the comfort of your own home. You will have access to a wide range of resources including video tutorials, practice exercises, and interactive quizzes to reinforce your learning. By the end of the course, you will have developed a solid understanding of Adobe Illustrator and the skills needed to create professional designs. You will also receive a certificate of completion, which will demonstrate your proficiency in the software to potential employers. Join our online Adobe Illustrator course in Singapore today and unleash your creativity! In this course, you will learn: Introduction to Adobe Illustrator and its interface Basic and advanced tools and features of Adobe Illustrator Techniques for creating vector graphics, illustrations, and logos Color theory and typography in design How to manipulate and edit images using Adobe Illustrator Designing for print and digital media Tips and tricks for efficient workflow and time-saving techniques Best practices for creating professional designs Developing a portfolio to showcase your work and skills Join our online course today to start your journey towards mastering Adobe Illustrator! Course Benefits: Learn at your own pace and from the comfort of your own home Access to a wide range of resources including video tutorials, practice exercises, and interactive quizzes to reinforce your learning Personalized attention and guidance from experienced instructors Develop a solid understanding of Adobe Illustrator and the skills needed to create professional designs Receive a certificate of completion, which will demonstrate your proficiency in the software to potential employers Improve your job prospects and career opportunities in the graphic design and creative industries Build a portfolio of work to showcase your skills and attract potential clients or employers Join a community of like-minded individuals who are passionate about graphic design and Adobe Illustrator Stay up-to-date with the latest trends and techniques in graphic design and Adobe Illustrator

Adobe InDesign is the industry-leading DTP software for designing and layout of professional documents for the web, print, as well as for mobile devices such as tablets or smartphones. If you are one of them who are interested in digital publishing then this Adobe InDesign CC Introduction will be the perfect starting point for you! You will learn the fundamentals of InDesign as we guide you through this comprehensive introduction to the leading desktop-publishing program. You will learn how to create and export attractive, simple documents. The course will teach you how to combine text and graphics to produce output that is ready to use straight away. You will learn to add consistency through the use of paragraph and character styles. You will grasp how quick and easy it is to create documents for the web and for print, including how to produce professional PDF files. In addition, you will learn to manage objects and layers, format text, use styles, work with tables, export documents, and prepare for printing. What Will I Learn? Build a basic InDesign document Customize the workspace Modify the layout Manage pages Modify text Modify graphics Work with color Use effects Add and transform shapes Manage objects and layers Format text Use styles Work with tables Export a document to other formats Requirements Basic computer skills Who is the target audience? Any student wishing to get a solid understand of the basics of Adobe InDesign CC. Introduction Introduction 00:01:00 Building a Basic InDesign Document Overview of InDesign 00:03:00 Touring the InDesign Interface 00:10:00 Customizing Preferences 00:09:00 Building a document 00:09:00 Advanced Document Settings 00:09:00 Adding Graphics 00:06:00 Adding Text 00:03:00 Customizing the Workspace Using Panels and Workspace Presets 00:10:00 Document Views 00:08:00 Understanding the Control Panel 00:04:00 Managing Pages Adding, Moving, and Deleting Pages 00:06:00 Using Master Pages 00:10:00 Modifying Text Selecting Text 00:03:00 Understanding Text Frame Options 00:09:00 Importing Text 00:06:00 Threading Text 00:05:00 Using Special Characters 00:10:00 Using Spell Check 00:07:00 Using the Story Editor 00:04:00 Modifying Graphics Defining Graphic Types 00:07:00 Placing Multiple Graphics 00:04:00 Selecting Graphics 00:05:00 Fitting Options 00:07:00 Updating Graphics 00:07:00 Placing Photoshop and Illustrator Files 00:05:00 Working with Color Basics of Color 00:06:00 Working with Swatches 00:08:00 Creating Swatches 00:08:00 Making Spot Color Swatches 00:03:00 Working with the Color Panel 00:05:00 Creating and Using Gradients 00:08:00 Using Effects Using the Effects Panel 00:08:00 Using the Blend Modes 00:04:00 Adding and Removing Effects 00:03:00 Adding and Transforming Shapes Adding Vector Shapes 00:08:00 Drawing Vector Lines 00:08:00 Selecting and Moving Frames 00:07:00 Scaling Arrowheads 00:05:00 Managing Objects and Layers Managing Layers 00:10:00 Aligning and Grouping Objects 00:06:00 Wrapping Text around an Object 00:07:00 Formatting Text Character Formatting 00:11:00 Advanced Character Formatting 00:10:00 Paragraph Formatting 00:10:00 Using Styles Basics of Styles 00:01:00 Managing Paragraph Styles 00:10:00 Managing Character Styles 00:05:00 Using Object Styles 00:08:00 Working with Tables Creating Tables 00:10:00 Formatting Tables and Cells 00:08:00 Using Table and Cell Styles 00:08:00 Exporting the Document to Other Formats Preflighting your document 00:09:00 Packaging your Document 00:10:00 Printing your Document 00:09:00 Converting to PDF 00:06:00 Conclusion Course Recap 00:01:00

Python Data Analytics boot camp. 12 1 day lessons, learn Python Basics through to machine learning and front-ends. With practical project to give you full confidence and credibility.

Are you interested in a career in ethical hacking? If so, then the CompTIA PenTest+ Ethical Hacking Course is for you! This course will teach you everything you need to know to become a professional penetration tester.

Java is one of the most popular programming languages. Companies such as Facebook, Microsoft, and Apple all want Java.

Get involved in a learning adventure, mastering R from foundational basics to advanced techniques. This course is a gateway to the realm of data science. Explore statistical machine learning models and intricacies of deep learning and create interactive Shiny apps. Unleash the power of R and elevate your proficiency in data-driven decision-making.

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