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Unleash the power of deep learning neural networks with R! Learn to build and train models to solve real problems in agriculture, war deaths, and more.

Duration 5 Days 30 CPD hours This course is intended for This course is designed for business professionals who leverage data to address business issues. The typical student in this course will have several years of experience with computing technology, including some aptitude in computer programming. However, there is not necessarily a single organizational role that this course targets. A prospective student might be a programmer looking to expand their knowledge of how to guide business decisions by collecting, wrangling, analyzing, and manipulating data through code; or a data analyst with a background in applied math and statistics who wants to take their skills to the next level; or any number of other data-driven situations. Ultimately, the target student is someone who wants to learn how to more effectively extract insights from their work and leverage that insight in addressing business issues, thereby bringing greater value to the business. Overview In this course, you will learn to: Use data science principles to address business issues. Apply the extract, transform, and load (ETL) process to prepare datasets. Use multiple techniques to analyze data and extract valuable insights. Design a machine learning approach to address business issues. Train, tune, and evaluate classification models. Train, tune, and evaluate regression and forecasting models. Train, tune, and evaluate clustering models. Finalize a data science project by presenting models to an audience, putting models into production, and monitoring model performance. For a business to thrive in our data-driven world, it must treat data as one of its most important assets. Data is crucial for understanding where the business is and where it's headed. Not only can data reveal insights, it can also inform?by guiding decisions and influencing day-to-day operations. This calls for a robust workforce of professionals who can analyze, understand, manipulate, and present data within an effective and repeatable process framework. In other words, the business world needs data science practitioners. This course will enable you to bring value to the business by putting data science concepts into practice Addressing Business Issues with Data Science Topic A: Initiate a Data Science Project Topic B: Formulate a Data Science Problem Extracting, Transforming, and Loading Data Topic A: Extract Data Topic B: Transform Data Topic C: Load Data Analyzing Data Topic A: Examine Data Topic B: Explore the Underlying Distribution of Data Topic C: Use Visualizations to Analyze Data Topic D: Preprocess Data Designing a Machine Learning Approach Topic A: Identify Machine Learning Concepts Topic B: Test a Hypothesis Developing Classification Models Topic A: Train and Tune Classification Models Topic B: Evaluate Classification Models Developing Regression Models Topic A: Train and Tune Regression Models Topic B: Evaluate Regression Models Developing Clustering Models Topic A: Train and Tune Clustering Models Topic B: Evaluate Clustering Models Finalizing a Data Science Project Topic A: Communicate Results to Stakeholders Topic B: Demonstrate Models in a Web App Topic C: Implement and Test Production Pipelines

Learn Python OOP language used diversely in applications like data science, game/web development, machine learning, and AI. This course provides all you need to master OOPs like classes, objects, data abstraction, methods, overloading, and inheritance. The course primarily aims to help you tackle complex programming and use OOP paradigms efficiently.

Do you want to acquire the knowledge that will Help you Understand & Cope with your Asperger's Child? Asperger's syndrome is a developmental disorder that affects a child's ability to socialise and communicate effectively with others. Children with Asperger's syndrome typically present social awkwardness and an all-absorbing interest in specific topics. This course is designed for people who are caregivers for autistic individuals (Parents and Educators). This course aims to help you comprehend the world of Asperger's syndrome, spot the signs and symptoms of the syndrome spectrum so that you can help someone living with such a condition to live a richer life. Course Highlights Asperger Syndrome Awareness is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Asperger Syndrome Awareness into 6 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 3 hours, 17 minutes and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Asperger Syndrome Awareness Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Asperger Syndrome Awareness is CPD certified and IAO accredited. 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 backgrounds. Requirements Our Asperger Syndrome Awareness 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 You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Foundations of Artificial Intelligence Module 01: Introduction to Artificial Intelligence 00:21:00 Module 02: Mathematics for AI 00:17:00 Module 03: Knowledge Representation in AI - Part 1 00:18:00 Module 04: Knowledge Representation in AI - Part 2 00:16:00 Module 05: Machine Learning - Part 1 00:16:00 Module 06: Machine Learning - Part 2 00:15:00 Module 07: Deep Learning 00:16:00 Module 08: Natural Language Processing 00:22:00 Module 09: Computer Vision 00:14:00 Module 10: Robotics 00:18:00 Module 11: Building AI Applications 00:24:00

Best Saving Deal | 17-in-1 Premium Bundle | 170 CPD Points | Free PDF & transcript Certificates | Lifetime Access

Duration 3 Days 18 CPD hours This course is intended for Senior Executives CIOs and CTOs Business Intelligence Executives Marketing Executives Data & Business Analytics Specialists Innovation Specialists & Entrepreneurs Academics, and other people interested in Big Data Overview More specifically, BDAW addresses advanced big data architecture topics, including, data formats, transformation, real-time, batch and machine learning processing, scalability, fault tolerance, security and privacy, minimizing the risk of an unsound architecture and technology selection. Big Data Architecture Workshop (BDAW) is a learning event that addresses advanced big data architecture topics. BDAW brings together technical contributors into a group setting to design and architect solutions to a challenging business problem. The workshop addresses big data architecture problems in general, and then applies them to the design of a challenging system. Throughout the highly interactive workshop, students apply concepts to real-world examples resulting in detailed synergistic discussions. The workshop is conducive for students to learn techniques for architecting big data systems, not only from Cloudera?s experience but also from the experiences of fellow students. Workshop Application Use Cases Oz Metropolitan Architectural questions Team activity: Analyze Metroz Application Use Cases Application Vertical Slice Definition Minimizing risk of an unsound architecture Selecting a vertical slice Team activity: Identify an initial vertical slice for Metroz Application Processing Real time, near real time processing Batch processing Data access patterns Delivery and processing guarantees Machine Learning pipelines Team activity: identify delivery and processing patterns in Metroz, characterize response time requirements, identify Machine Learning pipelines Application Data Three V?s of Big Data Data Lifecycle Data Formats Transforming Data Team activity: Metroz Data Requirements Scalable Applications Scale up, scale out, scale to X Determining if an application will scale Poll: scalable airport terminal designs Hadoop and Spark Scalability Team activity: Scaling Metroz Fault Tolerant Distributed Systems Principles Transparency Hardware vs. Software redundancy Tolerating disasters Stateless functional fault tolerance Stateful fault tolerance Replication and group consistency Fault tolerance in Spark and Map Reduce Application tolerance for failures Team activity: Identify Metroz component failures and requirements Security and Privacy Principles Privacy Threats Technologies Team activity: identify threats and security mechanisms in Metroz Deployment Cluster sizing and evolution On-premise vs. Cloud Edge computing Team activity: select deployment for Metroz Technology Selection HDFS HBase Kudu Relational Database Management Systems Map Reduce Spark, including streaming, SparkSQL and SparkML Hive Impala Cloudera Search Data Sets and Formats Team activity: technologies relevant to Metroz Software Architecture Architecture artifacts One platform or multiple, lambda architecture Team activity: produce high level architecture, selected technologies, revisit vertical slice Vertical Slice demonstration Additional course details: Nexus Humans Big Data Architecture Workshop 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 Big Data Architecture Workshop 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.

Have you ever been intrigued by the power behind the most revolutionary software applications? Do you wonder how these applications transform from mere ideas into functional products that ease life's tasks? Dive deep into the world of software development with our comprehensive "Software Development Career Track" bundle of twenty courses! Within this bundle, you'll traverse from the fundamentals of Coding with Scratch to advanced JavaScript Python and even delve into Game Development using Unity 3D. Explore the wonders of Web Design, dive into Data Analytics with SQL, and embrace the intricacies of Kotlin, the Android coding bible. There's no stone left unturned, with courses covering the depths of PHP, the world of AWS SageMaker Canvas, and mastering the essentials of Linux Security. Your software development journey starts here. Unlock the future of software development today! Embark on a journey that transforms your curiosity into skills. Don't just dream, build. Enrol now and shape tomorrow's digital world! Software Development Courses List: Course 1: Coding with Scratch Course 2: C++ Development: The Complete Coding Guide Course 3: Basic HTML 5 Course 4: JavaScript Advanced Training Course 5: Python Advanced Training Course 6: The Complete SQL from Scratch: Bootcamp Course 7: Easy to Advanced Data Structures Course 8: SQL for Data Science, Data Analytics and Data Visualization Course 9: Learn Web Development from Scratch Course 10: Web Design for Beginners: Build Websites in HTML & CSS Course 11: Kotlin Masterclass Programming Course: Android Coding Bible Course 12: jQuery Masterclass Course: JavaScript and AJAX Coding Bible Course 13: Secure Programming of Web Applications - Developers and TPMs Course 14: Developing Game in Unity 3D Course 15: Game Development using Cocos2d-x v3 C++ Course 16: PHP for Beginners 2023 Guide: Develop an ECommerce Store Course 17: PHP for Beginners: PDO Crash Course 2021 Course 18: Machine Learning Model Using AWS SageMaker Canvas Course 19: WordPress Security Mastery Course 20: Linux Security and Hardening Learning Outcomes: Gain a foundational understanding of programming languages like Scratch, C++, HTML5, JavaScript, Python, and Kotlin. Understand the intricacies of web development and design, ranging from basic website development to e-commerce platform creation. Delve into data structures, SQL's utility in data science, analytics, and visualisation. Master game development techniques using Unity 3D and Cocos2d-x v3 C++. Acquire knowledge on machine learning with AWS SageMaker Canvas. Grasp essential security aspects from WordPress protection to Linux hardening. This dynamic Software Development Career Track bundle serves as a ladder, guiding you through the steps of software development. Starting with the foundational elements, you're introduced to Scratch's simplistic yet effective world, gradually escalating to the dynamic languages like C++ and Kotlin. As you advance, delve into the vibrant realm of web development and design, unlocking the potential to craft and curate seamless websites using HTML & CSS, paired with interactive features facilitated by JavaScript and jQuery. Transition from web design to data with courses focusing on SQL's various applications, be it in straightforward data structures or the vast domains of science, analytics, and visualisation. But software development isn't just about creating - it's also about protecting. Hence, our curated content ensures you grasp the nuances of securing digital entities, from WordPress platforms to entire Linux systems. And for those with a passion for animation and virtual worlds, the game development courses promise a thrilling voyage into Unity 3D and Cocos2d-x v3 C++ realms. CPD 220 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring software developers keen on understanding the broader spectrum of the field. Web designers and developers aiming to expand their skill set. Data enthusiasts wanting to harness the power of SQL in analytics. Game developers aspiring to master tools like Unity 3D. IT professionals keen on deepening their knowledge in security and hardening. Requirements Without any formal requirements, you can delightfully enrol in this course. Career path Software Developer Web Developer Data Analyst Game Developer Security Specialist WordPress Developer Linux System Administrator Certificates CPD Certificate Of Completion Digital certificate - Included 20 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript: £9.99

Thinking about learning more about the ethical use of AI? The BCS Foundation Award; Understanding the Role of Ethics in the Responsible Use of AI, explores the responsibility of organisations and society towards ensuring AI is implemented for the good of others. It considers the potential harm AI may pose, and the safeguards that can be implemented to ensure it is used safely, ethically and for the good of society. You will be encouraged to explore the benefits associated with AI and the potential value it can add towards the continued evolution of humankind if managed well You will learn learn about the impact and level of responsibility of AI in business, an understanding of the need to scale up the impact and responsibility of AI to society, understand the potential harm and safeguards and understand the role of humans in an AI world.

Become a Python developer and build a rewarding career in tech. Python is one of the most popular and in-demand programming languages in the world. Python is used by companies of all sizes, from startups to Fortune 500 companies, to develop a wide range of applications, including web applications, data science tools, and machine learning algorithms. The demand for Python developers is rising rapidly in the UK, with job postings for Python developers increasing by 22% in the past year. The average salary for a Python developer in the UK is £65,000, making it one of the highest-paid programming languages. Our Python Programming - Beginner to Advanced course will teach you everything you need to know to become a Python developer. You will learn the fundamentals of Python programming, as well as more advanced topics such as object-oriented programming, data structures, and algorithms. You will also learn how to use popular Python libraries and frameworks, such as Django and NumPy. Why would you choose the Python Programming course from Compliance Central: Lifetime access to Python Programming course materials Full tutor support is available from Monday to Friday with the Python Programming course Learn Python Programming skills at your own pace from the comfort of your home Gain a complete understanding of Python Programming course Accessible, informative Python Programming learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Python Programming Study Python Programming in your own time through your computer, tablet or mobile device A 100% learning satisfaction guarantee with your Python Programming course Python Programming Curriculum Breakdown of the Python Programming Course Section 01: Introduction & Getting Started Section 02: Downloading and Installing Python Editor Section 03: Getting Started Section 04: Variables and Basic Data Types in Python Section 05: Comments Section 06: Input Section 07: Exercise - Build a Program to Say Hello Section 08: Exercise - Build a Simple Calculator Section 09: Conditional Statements Section 10: Loops - For Loop Section 11: Loops - While Loop Section 12: Exercise - Building a Username Password App. Python Programming - Beginner to Advanced Course Learning Outcomes: Familiarise with Python's core principles and setup. Understand fundamental data types and variable operations in Python. Recognise the significance and application of comments in Python. Master the art of obtaining and processing user input in Python. Employ conditional structures with proficiency. Navigate confidently within both "For" and "While" loops. Conceptualise and draft rudimentary Python applications. Certificate of Achievement After successfully completing this Python course, you can get a digital and a hardcopy certificate for free. The delivery charge of the hardcopy certificate inside the UK is £3.99 and international students need to pay £9.99 to get their hardcopy certificate. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Python Programming course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Python Programming. It is also great for professionals who are already working in Python Programming and want to get promoted at work. Requirements To enrol in this Python Programming course, all you need is a basic understanding of the English Language and an internet connection. Career path The Python Programming course will enhance your knowledge and improve your confidence in exploring opportunities in various sectors related to Python Programming. Python Developer: £35,000 to £70,000 per year Data Analyst (Python): £30,000 to £55,000 per year Software Engineer (Python): £40,000 to £75,000 per year Machine Learning Engineer: £45,000 to £80,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

24-Hour Knowledge Knockdown! Prices Reduced Like Never Before Did you know that the UK manufacturing sector relies heavily on Computer Numerical Control (CNC) programming, with over 2 million CNC machines in operation? Yet, skilled CNC programmers are in high demand. Are you ready to join this vital industry and shape the future of manufacturing with code? This CNC (Computer Numerical Control) Programming Bundle aims to teach students the intricacies of CNC programming and enhance their software and coding skills across various languages and platforms, preparing professionals for the surge in manufacturing automation in the UK. The amalgamation of programming languages such as C++, C#, Python, and JavaScript with CNC programming creates a formidable toolset that addresses both the creative and analytical aspects of technological manufacturing and design. With our CNC (Computer Numerical Control) Programming exclusive bundle, you will get a PDF & Hardcopy Certificate, PDF Transcript and Digital Student ID Card (worth £120) Absolutely FREE. Courses are Included in This CNC (Computer Numerical Control) Programming Bundle: Course 01: CNC Programming Course 02: C++ Programming for Absolute Beginners Course 03: JavaScript Foundations for Everyone Course 04: Python Programming for Everybody Course 05: Basic C# Coding Course 06: Introduction to Coding with HTML, CSS, & Bootstrap Course 07: Kotlin Programming: Android Coding Course 08: SQL Programming Masterclass Course 09: Master JavaScript with Data Visualization Course 10: Machine Learning with Python Course 11: Solidworks Foundation Training Course 12: CAD Design Course: Assemblies, Modelling And Civil Drawings Course 13: AutoCAD VBA Programming Course 14: Cyber Security Awareness Training Course 15: Cloud Computing / CompTIA Cloud+ (CV0-002) Course 16: CompTIA PenTest+ (Ethical Hacking) Course 17: Industry 4.0 - Automation & Applications Course 18: AutoCAD Programming using C# with Windows Forms So enrol now in this CNC (Computer Numerical Control) Programming Today to advance your career! Learning Outcomes of CNC (Computer Numerical Control) Programming Bundle: Master CNC programming to enhance precision in automated manufacturing processes. Develop advanced C++ coding skills for complex problem-solving in technical environments. Acquire a solid foundation in JavaScript essential for web-based CNC control interfaces. Gain proficiency in Python for automation and scripting within CNC operational frameworks. Learn the essentials of HTML, CSS, & Javascript for crafting intuitive CNC machine interfaces. Understand SQL database management to maintain robust CNC operational data records. Why Choose Our CNC (Computer Numerical Control) Programming Bundle? FREE CNC (Computer Numerical Control) Programming certificate Get a free student ID card with CNC (Computer Numerical Control) Programming Training Get instant access to this CNC (Computer Numerical Control) Programming course. Learn CNC (Computer Numerical Control) Programming from anywhere in the world The CNC (Computer Numerical Control) Programming is affordable and simple to understand The CNC (Computer Numerical Control) Programming is an entirely online, interactive lesson with voiceover audio Lifetime access to the CNC (Computer Numerical Control) Programming course materials The CNC (Computer Numerical Control) Programming comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Course 01: CNC Programming Module 1: Scope of the Course Module 2: Numerical Control of Machine Tools Module 3: CNC- Computer Numerical Control Syst Module 4: Components of CNCs Module 5: Point to Point CNC Machines Module 6: Incremental & Absolute CNC Machines Module 7: Open & Close Control Loop CNC Machines Module 8: 2 &3 Axes CNC Machines Module 9: Importance of Higher axes Machining Module 10: Programming Format Module 11: Cartesian Coordinate System Module 12: How to Write a Program Module 13: Basic CNC Programming (Absolute Mode) Module 14: Basic CNC Programming (Incremental) Module 15: A Simple Coding Exercise Module 16: Applications of CNC Course 02: C++ Programming for Absolute Beginners Section 01: Getting Started With C++ Section 02: Setting Up Local Development Section 03: C++ Basics Section 04: C++ Data Types Section 05: C++ Operators Section 06: C++ Strings Section 07: C++ Decision Making Section 08: C++ Control Flow Loops Section 09: C++ Arrays Section 10: C++ Functions Course 03: JavaScript Foundations for Everyone Module 01: About the Author Module 02: Introduction to JavaScript Module 03: Strengths and Weaknesses of JavaScript Module 04: Writing JavaScript in Chrome Module 05: JavaScript Variables Module 06: Demo of JavaScript Variables Module 07: Basic Types of JavaScript Module 08: JavaScript Boolean Module 09: JavaScript Strings Module 10: JavaScript Numbers Module 11: JavaScript Objects Module 12: Demo of JavaScript Objects Module 13: JavaScript Arrays Module 14: Demo of JavaScript Arrays Module 15: JavaScript Functions Module 16: Demo of JavaScript Functions Module 17: JavaScript Scope and Hoisting Module 18: Demo of JavaScript Scope and Hoisting Module 19: Currying Functions Module 20: Demo of Currying Functions Module 21: Timeouts and Callbacks Module 22: Demo of Timeouts and Callbacks Module 23: JavaScript Promises Module 24: Demo of JavaScript Promises Module 25: Demo of Javascript Async Module 26: Flow Control Module 27: Demo of Flow Control Module 28: JavaScript For Loop Module 29: Demo of JavaScript For Loop Module 30: Demo of Switch Statements Module 31: Error Handling Module 32: Demo Project =========>>>>> And 15 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*18= £233) CPD Hard Copy Certificate: Free ( For The First Course: Previously it was £29.99) CPD 180 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This CNC (Computer Numerical Control) Programming bundle is suitable for everyone. Requirements You will not need any prior background or expertise in this CNC (Computer Numerical Control) Programming bundle. Career path This CNC (Computer Numerical Control) Programming bundle will allow you to kickstart or take your career in the related sector to the next stage. CNC Operator CAD Technician Production Engineer Data Analyst Software Developer Machine Learning Expert Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - Included If you are an international student, then you have to pay an additional 10 GBP for each certificate as an international delivery charge.