Duration 3 Days 18 CPD hours This course is intended for Data Science for Marketing Analytics is designed for developers and marketing analysts looking to use new, more sophisticated tools in their marketing analytics efforts. It'll help if you have prior experience of coding in Python and knowledge of high school level mathematics. Some experience with databases, Excel, statistics, or Tableau is useful but not necessary. Overview By the end of this course, you will be able to build your own marketing reporting and interactive dashboard solutions. The course starts by teaching you how to use Python libraries, such as pandas and Matplotlib, to read data from Python, manipulate it, and create plots, using both categorical and continuous variables. Then, you'll learn how to segment a population into groups and use different clustering techniques to evaluate customer segmentation.As you make your way through the course, you'll explore ways to evaluate and select the best segmentation approach, and go on to create a linear regression model on customer value data to predict lifetime value. In the concluding sections, you'll gain an understanding of regression techniques and tools for evaluating regression models, and explore ways to predict customer choice using classification algorithms. Finally, you'll apply these techniques to create a churn model for modeling customer product choices. Data Preparation and Cleaning Data Models and Structured Data pandas Data Manipulation Data Exploration and Visualization Identifying the Right Attributes Generating Targeted Insights Visualizing Data Unsupervised Learning: Customer Segmentation Customer Segmentation Methods Similarity and Data Standardization k-means Clustering Choosing the Best Segmentation Approach Choosing the Number of Clusters Different Methods of Clustering Evaluating Clustering Predicting Customer Revenue Using Linear Regression Understanding Regression Feature Engineering for Regression Performing and Interpreting Linear Regression Other Regression Techniques and Tools for Evaluation Evaluating the Accuracy of a Regression Model Using Regularization for Feature Selection Tree-Based Regression Models Supervised Learning: Predicting Customer Churn Classification Problems Understanding Logistic Regression Creating a Data Science Pipeline Fine-Tuning Classification Algorithms Support Vector Machine Decision Trees Random Forest Preprocessing Data for Machine Learning Models Model Evaluation Performance Metrics Modeling Customer Choice Understanding Multiclass Classification Class Imbalanced Data Additional course details: Nexus Humans Data Science for Marketing Analytics training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Data Science for Marketing Analytics course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
The BCS Essentials Certificate in Artificial Intelligence teaches the general principles of Artificial Intelligence, an introduction to Machine Learning and understand it's potential implications and capabilities. You will learn about human and artificial intelligence, the machine learning process, the different types of agents, the types of machine learning, the benefits, challenges and risks of a machine learning project, ethics in AI and the future of humans and machines in work. This is a great course for any person or organisation who needs to gain familiarity about Artificial Intelligence and Machine Learning before they commence a project; helping ensure the project approach is correct and avoid the common and costly pitfalls of technology projects.
Overview This Electrical 3 Phase Power Transformers Fundamentals course will unlock your full potential and will show you how to excel in a career in Electrical 3 Phase Power Transformers Fundamentals. So upskill now and reach your full potential. Everything you need to get started in Electrical 3 Phase Power Transformers Fundamentals is available in this course. Learning and progressing are the hallmarks of personal development. This Electrical 3 Phase Power Transformers Fundamentals will quickly teach you the must-have skills needed to start in the relevant industry. In This Electrical 3 Phase Power Transformers Fundamentals Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Electrical 3 Phase Power Transformers Fundamentals skills to help you advance your career. Acquire a comprehensive understanding of various Electrical 3 Phase Power Transformers Fundamentals topics and tips from industry experts. Learn in-demand Electrical 3 Phase Power Transformers Fundamentals skills that are in high demand among UK employers, which will help you to kickstart your career. This Electrical 3 Phase Power Transformers Fundamentals course covers everything you must know to stand against the tough competition in the Electrical 3 Phase Power Transformers Fundamentals field. The future is truly yours to seize with this Electrical 3 Phase Power Transformers Fundamentals. Enrol today and complete the course to achieve a Electrical 3 Phase Power Transformers Fundamentals certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Electrical 3 Phase Power Transformers Fundamentals course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Electrical 3 Phase Power Transformers Fundamentals course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate. Certificate of Achievement Upon successfully completing the Electrical 3 Phase Power Transformers Fundamentals course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Electrical 3 Phase Power Transformers Fundamentals is suitable for anyone aspiring to start a career in Electrical 3 Phase Power Transformers Fundamentals; even if you are new to this and have no prior knowledge on Electrical 3 Phase Power Transformers Fundamentals, this course is going to be very easy for you to understand. And if you are already working in the Electrical 3 Phase Power Transformers Fundamentals field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. Taking this Electrical 3 Phase Power Transformers Fundamentals course is a win-win for you in all aspects. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Electrical 3 Phase Power Transformers Fundamentals course has no prerequisite. You don't need any educational qualification or experience to enrol in the Electrical 3 Phase Power Transformers Fundamentals course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Electrical 3 Phase Power Transformers Fundamentals course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Electrical 3 Phase Power Transformers Fundamentals Module 01: Introduction 00:10:00 Module 02: The Ideal Transformer 00:55:00 Module 03: The Real Transformer 00:09:00 Module 04: Instrument Transformers 00:19:00 Module 05: Three Phase Power Transformers 01:50:00 Module 06: Transformer Clock System Vector Nomenclature 00:17:00 Module 07: Transformer Construction and Cooling 00:26:00 Module 08: Transformer Protection 00:54:00 Module 09: Transformer Relays 00:38:00
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 CS3 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 CS3 for Beginners. Learning Outcomes: Introduction to Photoshop CS3, new features, starting the program, workspace overview and exiting the program On screen options like the Menu Bar, Toolbox, Palettes, and The Status Bar Opening, creating, saving files, also find out about different file formats and how to view file info Customize the Toolbox and Palettes, choose a screen mode and save your workspace Using help menu, help, how to and online help Learn the toolbox through selection, crop and slice, retouching, painting and other types of tools Save, access and delete presets, along with using the preset palette Explore different palette options like navigator and info palettes and more View rulers, set up guides, view the grid, and set snap options Print your pictures through page setup, print command, print dialogue box, and printing single copies Understand pixels, bitmap and vector images, find out pixel information with info palette and basic anatomy of images Understand Image Resolution, change image size through pixels, image resampling, using auto resolution, dimension constraints, and changing the image document size Understand, flip and rotate canvas; and further work with canvas size, colour, and anchor point RGB and CMYK colours, colour setting and modes Using colour palette, ramp, picker and swatches Select complete images; use marquee, lasso, quick selection and refine edge tool; magic wand; and selection through colour range Add or subtract from selection, modify selections through moving, rotating, resizing, scaling, inverting, skewing and feathering options Save selected regions, cut, copy, paste, delete selections along with deselect and history palette Crop and trim images, adjust exposure, and convert to black and white Use basic editing tools like undo, redo, clear, duplicate and place 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 CS3 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 CS3 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. Getting Started Introduction 00:15:00 The Photoshop CS3 Screen 00:15:00 File Management Basics 00:30:00 Modifying Your Photoshop Layout 00:30:00 Getting Help 00:30:00 Exploring Photoshop Introduction to the Photoshop Toolbox 01:00:00 Using Tool Presets 00:15:00 Introduction to the Photoshop Palettes 00:30:00 Getting Started 00:15:00 Printing your Image 00:15:00 Images and Color Understanding Digital Images 00:30:00 Image Size and Resolution 01:00:00 Working with Your Canvas 00:30:00 Working with Color 01:00:00 Working with Color Tools 00:30:00 Image Basics Making Selections 01:00:00 Manipulating Selections 01:00:00 Editing with Selections 00:15:00 Adjusting Your Image 00:30:00 Basic Editing Tools 00:15:00 Mock Exam Mock Exam- Adobe Photoshop CS3 for Beginners 00:20:00 Final Exam Final Exam- Adobe Photoshop CS3 for Beginners 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Description: Microsoft Office Visio is a vector graphics and diagramming application. Its latest iteration, Microsoft Office Visio 2016, brings a lot of updates and functionality. Microsoft Visio 2016 Beginner to Advanced Course has been designed deliberately for the ease of learning in an efficient way. This course will help you get started from the basics; you will get accustomed with the interface, tools and features, simple diagrams, floor plans, flowcharts, etc. As you move up the skillset, you will be exposed to advanced stuff: organization chart, making a floor plan, cross-functional flowchart, network diagram, shapes, stencils, templates, leveraging development tools, etc. This course will give you an overall outlook from basic to advanced level aspects of this application. Learning Outcomes: Navigation throughout Visio interface, creating basic drawing and using the help system Drawing components, modifying drawings and work with callouts and groups Organization charts creation, modifying their layouts, positioning and spacing Create and integrate organization chart copies and compare them Making a basic floor plan and custom room shapes, utilizing the program as a modelling tool and modelling room layouts Creating cross-functional flowcharts and related features like - swimlanes and separators Altering orientation and direction, changing margins and choosing styles for flowcharts Creating network diagrams, and utilizing shape data and layers Other network diagram relevant topics such as network shapes, shape data, adding layers, activating, colouring and more Working with shape, connector styles, themes, variants and containers 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? Microsoft Visio 2016 Beginner to Advanced 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 Microsoft Visio 2016 Beginner to Advanced 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. Module : 1 Navigate the Visio Environment 00:15:00 Create a Basic Drawing 00:30:00 Use the Help System 00:15:00 Use Drawing Components 00:30:00 Modify a Drawing 00:15:00 Work with Callouts and Groups 00:15:00 Create a Basic Organization Chart 00:30:00 Do More with Organization Charts 00:15:00 Make a Basic Floor Plan 00:30:00 Model a Room Layout 00:15:00 Create a Cross-Functional Flowchart 00:30:00 Modify a Cross-functional Flowchart 00:15:00 Create Network Diagrams 00:15:00 Use Shape Data 00:15:00 Use Layers 00:30:00 Work with Shape and Connector Styles 00:15:00 Work with Themes and Variants 00:15:00 Work with Containers 00:15:00 Module : 2 Work with Shape Styles 00:30:00 Use 3D Shapes 00:30:00 Apply Backgrounds, Borders, and Titles 00:30:00 Create Custom Stencils 00:30:00 Create Simple Custom Shapes 00:30:00 Create Master Shapes 00:30:00 Create Custom Templates 00:30:00 Generate a Pivot Diagram from an Excel Spreadsheet 00:30:00 Create a Chart from a Project File 00:30:00 Create a Timeline from a Project File 00:30:00 Connect to an Access Database 00:30:00 Create Macros 00:30:00 Modify ShapeSheets 00:30:00 Use Advanced Shape Tools 00:30:00 Save and Share Drawings with One Drive 00:30:00 Review Drawings 00:30:00 Export Drawings 00:30:00 Print Drawings 00:30:00 Mock Exam Mock Exam- Microsoft Visio 2016 Beginner to Advanced 00:30:00 Final Exam Final Exam- Microsoft Visio 2016 Beginner to Advanced 00:30:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
The 'Mathematics' course provides a comprehensive study of various mathematical concepts, including mathematical logic, matrices, trigonometric functions, pair of straight lines, lines & planes, and linear programming. It aims to enhance students' mathematical knowledge and problem-solving skills. Learning Outcomes: Understand the fundamentals of mathematical logic and its application in problem-solving. Comprehend matrix operations and solve mathematical problems involving matrices. Analyze trigonometric functions and their properties in various mathematical contexts. Solve problems related to pair of straight lines and their equations. Explore lines and planes in three-dimensional space and their geometric properties. Apply linear programming techniques to optimize solutions in real-world scenarios. Acquire a strong foundation in mathematics and develop critical thinking abilities. Demonstrate proficiency in mathematical concepts through problem-solving exercises. Utilize mathematical tools and techniques in practical applications and academic settings. Successfully complete the Mathematics course with a comprehensive understanding of key mathematical principles. Why buy this Mathematics? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Mathematics there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Mathematics course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Mathematics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Mathematics was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Mathematics is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Unit 01: Introduction Introduction 00:01:00 Unit 02: Mathematical Logic Introduction to Mathematical Logic, What is Sentence, Statements and their Types 00:02:00 Introduction to Logical Connectivity, Tautology, Contradiction, Contingency, Pattern 00:06:00 Quantitative and Quantified Statement and types and example 00:03:00 Dual: Replacing of Connections and Symbols 00:02:00 Negations of Compound Statement, Converse, Inverse, & Contrapositive 00:03:00 Algebra of Statements and Law 00:05:00 Real Life application of Logic to Switching Electric Circuit 00:05:00 Unit 03: Matrices Introduction to Matrices, Multiplication and Addition using Matrix 00:06:00 Inverse of Matrix Uniqueness of Inverse, Elementary Transformation 00:09:00 Method of REDUCTION AND INVERSION with real life example how we can implement 00:17:00 Unit 04: Trigonometric Functions Introduction to Trigonometric Function 00:03:00 General Solutions and Theorem 00:10:00 Solution of Triangle: Polar Co-ordinates 00:22:00 Rules and Theorems of Sin Cosine and Tan 00:22:00 Unit 05: Pair of Straight Line Introduction & Combined Equations 00:07:00 Degrees and Types 00:13:00 Some Theorem 00:17:00 Unit 06: Lines & Planes Introduction - vector Cartesian theorem 00:02:00 Cartesian Equation & 2 Point Theorem 00:03:00 Theorems & Problem Solving 00:05:00 Distance of Point Line 00:05:00 Skew Lines 00:01:00 Distance of skew lines 00:03:00 Distance between parallel lines 00:02:00 Equation of Plane and Cartesian Form 00:10:00 Unit 07: Linear Programming Linear Programming Introduction 00:08:00 Introduction to LPP (Linear Programming Problem) 00:05:00 LPP Problem Solving 00:07:00 Assignment Assignment - Mathematics 00:00:00
Description: Adobe InDesign is a desktop publishing software application that mostly used by creative professionals to design printed or electronic publications, such as posters, flyers, brochures, magazines, newspapers, presentations, books, ebooks, etc. Enrolling in the Level 3 Diploma in Adobe InDesign will give you the opportunity to learn the techniques of using the Adobe InDesign. In this course, you will learn how to work with the software, as well as create and format tables, print projects, and other essential tools. Apart from these, the course also teaches you the keyboard shortcuts for making your work simple and quicker. You will learn to create simple vector illustrations using the tools available in InDesign. Upon completion of the course, you will able to create a layout with a combination of text, images and colour, or with either text or images alone, and you can cope without any difficulty by only using InDesign. If you want to be creative in your ideas and designs, then InDesign is superb for enabling your creativity. Who is the course for? Anyone who wants to learn Adobe InDesign Anyone wanting to design professional flyers, PDFs, eBooks, and other publications Entrepreneurs, online businesses, artists, graphic designers - anyone who wants to learn this amazing Adobe application Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. 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. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognised accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. 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. Module: 01 1 Intro Indesign FREE 00:02:00 2 - Course Downloadables 00:01:00 2 Conclusion InDesign 00:02:00 3 Let's Start Creating! 00:14:00 4 InDesign Workspace 00:08:00 5 The Workspace 00:06:00 6 Customize Your Workspace 00:08:00 7 Create a New Document 00:06:00 8 Navigating and Zooming 00:03:00 9 Setting up Your Document 00:00:00 10 Working with Pages 00:08:00 11 Working with Multiple Documents 00:03:00 12 Challenge: Create a Mock Setup Document 00:01:00 13 Assignment Solution 00:02:00 Module: 02 14 - Saving and Exporting 00:05:00 15 - Creating a Real Estate Listing 00:01:00 16- Placeing Image 00:12:00 17 - Placing Text 00:10:00 18 - Preflighting 00:05:00 19- Formatting and Flowing 00:09:00 20 Text Wrap 00:11:00 21 - Text on Paths 00:09:00 22 - Craislist Assignment 00:02:00 23 My Version 00:14:00 Module: 03 24 Intro Multi -Page Documents 00:03:00 25 - Master Pages 00:09:00 26 - Page Numbers 00:04:00 27 - Master Text Frames 00:04:00 28 - Threading Text 00:08:00 29 - Placeholder Frames 00:04:00 30 - Styles 00:11:00 31 - HyperLinks 00:06:00 32 - Layer Panel 00:13:00 33 - 4 Page Assignment 00:01:00 34 - My Version 5 Page 00:21:00 Module: 04 35 - Creating a Table 00:12:00 36 - Formatting table 00:16:00 37 - Assignment Report 00:01:00 38 - My Version 00:18:00 39 - Color Swatches 00:07:00 40 - Additional Tools 00:10:00 41- Shapes 00:05:00 42 - Keyboard Shortcuts 00:04:00 43 - Finishing Work 00:04:00 44 - Export Settings 00:07:00 45 - Final Project 00:01:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
This comprehensive course unlocks the boundless potential of LangChain, Pinecone, OpenAI, and LLAMA 2 LLM, guiding you from AI novice to expert. Dive into 15 different practical projects, from dynamic chatbots to data analysis tools, and cultivate a profound understanding of AI, empowering your journey into the future of language-based applications.