4095 Technology courses in Sheffield delivered Online

Who is this course for? The Interior Design Visualization Professional Certificate is perfect for individuals aspiring to launch their interior design business. Learn essential skills in AutoCAD, SketchUp, Photoshop, InDesign, Vray, and 3ds Max. If you prefer to book over the phone, simply call 02077202581. Click here for more info: Website Duration: 120 hours. 1-on-1 Training. When can I book: (Choose your preferred day and time once a week). Monday to Saturday: 9 am - 7 pm (Flexible timing with advance booking). Module 1: Introduction to Interior Design Visualization (4 hours) Understanding the Significance of Visualization in Interior Design Familiarity with Software Used: AutoCAD, 3ds Max, SketchUp, V-Ray, Photoshop, and InDesign Workflow Overview and Best Practices for Interior Design Visualization Module 2: AutoCAD for Interior Design (16 hours) Basics of AutoCAD and Its Interface Utilizing Drawing and Editing Tools for Accurate Floor Plans and Elevations Creating and Modifying 2D and 3D Objects Application of Layers, Line Types, and Hatches for Clarity Precision in Measurements and Annotations Module 3: 3ds Max for Interior Design (16 hours) Introduction to 3ds Max Interface Furniture, Fixtures, and Architectural Element Modeling Techniques Material and Texture Application for Realism Lighting Strategies for Interior Scenes V-Ray Introduction for High-Quality Rendering Scene Setup and Camera Placement for Effective Visualization Module 4: SketchUp for Interior Design (12 hours) Introduction to SketchUp and Its Interface Creating 3D Models of Interiors, Furniture, and Objects Enhancing Visuals with Materials and Textures Efficient Use of SketchUp Plugins and Extensions Seamless File Exchange Between SketchUp and Other Software Module 5: V-Ray for Interior Design Rendering (12 hours) Principles of Photorealistic Rendering Installation and Setup of V-Ray in 3ds Max and SketchUp Configuring V-Ray Settings for Optimal Rendering Advanced Material Application for Realistic Surfaces Lighting Techniques for Atmosphere and Mood Creation Module 6: Photoshop for Interior Design Visualization (12 hours) Introduction to Photoshop Interface Image Enhancement: Color, Contrast, and Saturation Adjustments Post-Processing Effects for a Polished Look Integration of 2D Elements like Textures and Patterns Creating Composite Images Using Multiple Render Passes Module 7: InDesign for Portfolio Presentation (8 hours) Introduction to InDesign Interface Designing a Visually Appealing Portfolio Layout Effective Organization and Presentation of Interior Design Visualizations Integration of Images, Text, and Graphics for Cohesive Portfolios Portfolio Export for Print and Digital Distribution Module 8: Project Work and Final Presentation (4 hours) Application of Learned Skills on a Comprehensive Interior Design Visualization Project Refinement and Polish under Instructor's Guidance Preparation and Delivery of Final Presentation Showcasing the Project Note: The course outline encompasses 80 instructional hours. The actual duration may vary based on class pace and additional practice and project work. Final Project (With Full-Time Tutor Assistance): Students will develop and present their best work in a final presentation at the end of the course. Projects are to be submitted via email to training@realanimationworks.com, and timely submission is crucial to avoid delays or interruption of sessions. Please be aware: Failure to attend a session or notify us of absence within 48 hours of the session time results in session loss and full class fee charges due to the personalized nature of the sessions. Students can request breaks or extended pauses by providing written notice through email. Benifits and Jobs after this course: Master Design Tools: Proficiency in AutoCAD, 3ds Max, SketchUp, V-Ray, Photoshop, and InDesign for interior design visualizations. Advanced 3D Skills: Expertise in detailed 3D modeling, realistic rendering, and precise lighting techniques. Portfolio Development: Create compelling portfolios using InDesign, blending images and text professionally. Career Opportunities: Interior Visualization Specialist 3D Modeler Architectural Visualizer Interior Design Consultant Digital Content Creator Freelance Interior Visualizer Virtual Reality Designer Educator/Trainer Certificate Program in Interior Design Visualization: Maintain a dedicated notebook for effective organization of study notes. Schedule makeup sessions for missed coursework, subject to available time slots. Keep detailed records and create a specialized design folder to monitor progress and nurture creative ideas. Allocate focused time for self-guided practice and project work. Receive certification from our esteemed professional design team upon successful completion of the program. Post-Program Achievements: Upon completion of the certificate program, you will: Gain confidence in software proficiency and a strong understanding of underlying principles. Demonstrate the ability to create high-quality visual representations for architectural and interior design projects. Feel well-prepared for career opportunities, backed by your software expertise. Ongoing Support: We are pleased to offer lifelong complimentary email and phone support, ensuring swift assistance with any inquiries or challenges you may face. Software Access: Access to necessary software is available via download from the developer's website or at student-friendly rates. Please note that student software usage is limited to non-commercial projects. Payment Flexibility: Choose from various payment options including internet bank transfers, credit cards, debit cards, and PayPal. Additionally, we offer installment plans tailored to our students' needs.

Duration 5 Days 30 CPD hours This course is intended for Operators, administrators, and architects for VMware Horizon should enroll in this course. These individuals are responsible for the creation, maintenance, or delivery of remote and virtual desktop services. Additional duties can include the implementation, support, and administration of an organization's end-user computing infrastructure. Overview By the end of the course, you should be able to meet the following objectives: Recognize the features and benefits of VMware Horizon Use VMware vSphere to create VMs to be used as desktops for VMware Horizon Create and optimize Windows VMs to create VMware Horizon desktops Install and configure Horizon Agent on Horizon desktop Configure and manage the VMware Horizon Client™ systems and connect the client to a VMware Horizon desktop Configure, manage, and entitle desktop pools of full VMs Configure, manage, and entitle pools of instant-clone desktops Create and use Remote Desktop Services (RDS) desktops and application pools Monitor the VMware Horizon environment using Horizon Console Dashboard and Horizon Help Desk Tool Identify Horizon Connection Server installation, architecture, and requirements. Describe the authentication and certification options for a VMware Horizon environment Recognize the integration process and benefits of VMware Workspace ONE Access™ and Horizon 8 Discuss performance and scalability options available in Horizon 8 Describe different security options for the Horizon environment Describe the features and functions of App Volumes and Dynamic Environment Manager Demonstrate the architectures of App Volumes and Dynamic Environment Manager Install and configure App Volumes Create and deploy Application Packages and writable volumes Install and configure Dynamic Environment Manager Manage application configurations, user environment settings, and personalization settings This five-day accelerated, hands-on training course is a blend of VMware Horizon© 8: Skills for Virtual Desktop Management, VMware Horizon 8: Infrastructure Administration, and VMware App Volumes?, and VMware Dynamic Environment Manager?. Eight days of content are taught in five-days of extending learning.This training collection gives you the hands-on skills to deliver virtual desktops and applications through a single virtual desktop infrastructure platform. You build on your skills in configuring and managing VMware Horizon 8 through a combination of lecture and hands-on labs. You learn how to configure and deploy pools of virtual machines and how to provide a customized desktop environment to end-users.You learn how to install and configure a virtual desktop infrastructure platform. You learn how to install and configure VMware Horizon© Connection Server? and VMware Unified Access Gateway?. You also learn how to configure a load balancer for use with Horizon and how to establish Cloud Pod Architecture.Additionally, you learn how to use App Volumes to deliver applications and data to desktops and users in seconds and at scale. You gain skills in managing application life cycles from installation to update and replacement. You also learn how to use Dynamic Environment Manager to provide personalization and dynamic policy configuration across virtual, physical, and cloud-based environments to simplify end-user profile management. Course Introduction Introductions and course logistics Course objectives Introduction to VMware Horizon Recognize the features and benefits of Horizon Describe the conceptual and logical architecture of VMware Horizon Introduction to Use Case Define a use case for your virtual desktop and application infrastructure Convert customer requirements to use-case attributes vSphere for Horizon 8 Explain basic virtualization concepts Use vSphere Client to access your vCenter Server system and VMware ESXi? hosts Create, provision, and remove a virtual machine VMware Horizon Desktops Create a Windows and a Linux virtual machine using vSphere Optimize and prepare Windows and Linux virtual machines to set up VMware Horizon desktop VMs VMware Horizon Agents Outline the configuration choices when installing Horizon Agent on Windows and Linux virtual machines Create a gold master for Windows Horizon desktops VMware Horizon Pools Identify the steps to set up a template for desktop pool deployment List the steps to add desktops to the Horizon Connection Server inventory Compare dedicated-assignment and floating-assignment pools Outline the steps to create an automated pool Define user entitlement Explain the hierarchy of global, pool-level, and user-level policies VMware Horizon Client Options Describe the different clients and their benefits Access the VMware Horizon desktop using various VMware Horizon clients and HTML Configure integrated printing, USB redirection, and the shared folders option Configure session collaboration and media optimization for Microsoft Teams Creating and Managing Instant-Clone Desktop Pools List the advantages of instant clones Explain the provisioning technology used for instant-clone desktop pools Set up an automated pool of instant clones Push updated images to instant-clone desktop pools Creating RDS Desktop and Application Pools Explain the difference between an RDS desktop pool and an automated pool Compare and contrast an RDS session host pool, a farm, and an application pool Create an RDS desktop pool and an application pool Access RDS desktops and application from Horizon Client Use the instant clone technology to automate the build-out of RDSH farms Configure load-balancing for RDSHs on a farm Monitoring VMware Horizon Monitor the status of the VMware Horizon components using the Horizon Administrator console dashboard Monitor desktop sessions using the HelpDesk tool Horizon Connection Server Recognize VMware Horizon reference architecture Identify the Horizon Connection Server supported features Identify the recommended system requirements for Horizon Connection Server Configure the Horizon event database Outline the steps for the initial configuration of Horizon Connection Server Discuss the ADAM database as a critical component of the Horizon Connection Server installation VMware Horizon Authentication and Certificates Compare the authentication options that Horizon Connection Server supports Describe the Smartcard authentication options that Horizon Connection Server supports Outline the steps to create a VMware Horizon administrator and custom roles Describe the roles available in a VMware Horizon environment Explain the role that certificates play for Horizon Connection Server Install and configure certificates for Horizon Connection Server Install and configure True SSO in a VMware Horizon environment Workspace ONE Access and Virtual Application Management Recognize the features and benefits of Workspace ONE Access Recognize the Workspace ONE Access console features Explain identity management in Workspace ONE Access Explain access management in Workspace ONE Access Describe the Workspace ONE Access directory integration Describe the Workspace ONE Access directory integration Deploy virtual applications with Workspace services VMware Horizon Performance and Scalability Describe the purpose of a replica connection server Explain how multiple Horizon Connection Server instances in a pod maintain synchronization Describe the 3D rendering options available in VMware Horizon 8 List the steps to configure graphics cards for use in a VMware Horizon environment Configure a load balancer for use in a VMware Horizon environment Explain Horizon Cloud Pod Architecture LDAP replication and VIPA Explain Horizon Cloud Pod Architecture scalability options Managing VMware Horizon Security Explain concepts relevant to secure VMware Horizon connections Describe how to restrict VMware Horizon connections. Discuss the benefits of using Unified Access Gateway List the two-factor authentication options that are supported by Unified Access Gateway List Unified Access Gateway firewall rules Describe the situation in which you might deploy Unified Access Gateway instances with one, two, or three network interfaces Overview of Application and Profile Management Profile Management Application Management Overview of App Volumes App Volumes components App Volumes Installation Overview Requirements Installing and configuring App Volumes Manager Installing the App Volumes agent Working with Application Packages Packaging Applications Maintaining Applications Working with Writable Volumes Default writable volume templates Writable volume policies at creation Updating and rescanning writable volumes Working with AppStacks Enabling AppStacks Creating and provisioning AppStacks Assigning and updating AppStacks Overriding precedence in AppStacks Overview of Dynamic Environment Manager Features and benefits VMware Dynamic Environment Manager terminology User environment settings and scope User profile scenarios Install VMware Dynamic Environment Manager Infrastructure and system requirements VMware Dynamic Environment Manager Agent (FlexEngine) requirements Group Policy configuration Management Console configuration Management Console User Interface Personalize User Profile User environment configuration Application Configuration Management Predefined and user-customized application settings Using Application Profiler Using the Self-Support Tool Using the Helpdesk Support Tool VMware Horizon Smart Policies Scope of VMware Horizon Smart Policies Configure VMware Horizon Smart Policies settings Define Smart Policies conditions Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Horizon 8: Deploy and Manage plus App Volumes Fast Track 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 VMware Horizon 8: Deploy and Manage plus App Volumes Fast Track 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.

Course Overview Learn the Latest Skills | Acknowledged by CPD & QLS | Acknowledged Certificate | MCQ Based Exam & Tutor Support | Interactive Video Training  Even while there are millions of people who aspire to start a new life abroad, the vast majority of them will never realize their ambitions. Taking a TEFL (TESOL) Course is a terrific way to get started on the path to a new life of living and working abroad if you want to be one of those people who make it happen. Through this course, you will acquire the fundamental abilities required to train as an English language teacher. This involves a critical comprehension of the grammar and structure of the English language as well as a variety of classroom management abilities and language teaching methodologies. What Will You Learn? Gain the fundamental knowledge of the principles of teaching English as a foreign language Discover a wide range of approaches and methods for teaching foreign students Develop the practical skills to deliver engaging, informative and inclusive lessons Explore the role and responsibilities of a TESOL teacher & understand the challenges teacher and students may face Receive an internationally acknowledged teacher education lesson on successful course completion Learn effective methods for teaching the four language skills: reading, writing, speaking and listening Understand the basics of classroom management to create dynamic lesson plans Get expert career guidance and understand your job opportunities & requirements for teaching roles What classes are included in this package? Earn a digital certificate upon successful completion There are no set schedules, so you can work at your own pace. Our email and live chat specialists are available to assist you 24 hours a day, 7 days a week. On weekdays, you'll have access to a full-time tutor. Learn in a user-friendly, cutting-edge online learning environment. High-quality e-learning study materials Benefit from instant feedback through mock exams and multiple-choice assessments Who Should Take This Course? You will learn everything that is needed regarding Teaching English as a Foreign Language. This is an excellent opportunity for anyone from any academic background to learn more and advance their learning, launch a new career or reinvigorate an existing one. Career Path Training offered by the TEFL (TESOL) Course could potentially benefit a range of roles, but would particularly enhance careers in: Teacher Consultancy Life Coach Career Counsellor Other Administrative Roles Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessments Assignment Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £99. Please note that overseas students may be charged an additional £10 for postage. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment On successful completion of the TEFL (TESOL) Course, you will be required to sit an online multiple-choice assessment. You will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for a Quality Licence Scheme endorsed certificate of achievement. The assessment will be evaluated automatically and the results will be given to you immediately. Course Content Module 01: Introduction to English Language Teaching & Learning Module 02: Linguistics Module 03: English Pronunciation Module 04: Teaching Grammar and Vocabulary Module 05: Language Teaching Methodologies Module 06: Teaching Receptive Skills: Reading Module 07: Teaching Productive Skills: Writing Module 08: Teaching Receptive Skills: Listening Module 09: Teaching Productive Skills: Speaking Module 10: Lesson Planning and Creating Materials Module 11: Use of Games and Activities Module 12: Technology in Second Language Teaching & Learning Module 13: Classroom Management and Student Motivation Module 14: Teaching English: Situational Approach Module 15: Professional Development and Employment

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Course 1: Basics Of Solar Energy System Introduction To PV System Construction 00:23:00 Solar Heating, Solar Irradiation And Panels 00:37:00 Effect of Insolation and Temperature on V-I Curve 00:04:00 PV Installation, Short Circuit And Open Circuit Tests Using Avometer 00:15:00 Solar Wires And Cables Installation Process 00:22:00 Mounting Of PV System 00:04:00 Shading and Tilt angle 00:15:00 Half Cell Technology In PV System 00:25:00 Importance of Charge Controller 00:03:00 PWM And MPPT Charge Controllers 00:14:00 Understanding More About MPPT Charge Controller 00:24:00 Junction Box 00:03:00 Wiring of Junction Box 00:05:00 Function, Types And Data Sheet Of Inverter 00:55:00 Determining PV Array Max Voltage 00:09:00 Course 2: Batteries In PV System Construction and Types of Batteries Used 00:08:00 Charging of Lead Acid Batteries and Hydrometer 00:06:00 Mainitance of Batteries and Methods of Charging 00:03:00 Cycle of Batteries 00:03:00 Course 3: Components and Design of Off Grid System Off-Grid Solar System 00:02:00 Advantages of Off-Grid Solar System 00:01:00 Equipment of Off Grid Solar System 00:04:00 Inverter Selection in PV System 00:02:00 Example 1 On Designing an Off Grid System 00:01:00 Determine Power Consumption Demands 00:04:00 Sizing of The PV Modules and Inverter Sizing 00:05:00 Battery Sizing 00:08:00 Solar Charge Controller Sizing 00:04:00 MPPT Charge Controller Sizing 00:10:00 Example 2 Design of an Off Grid System 00:19:00 Course 4: Components and Design of On Grid System Gried-Tied Solar System 00:02:00 Advantages of Grid-Tied Solar System 00:03:00 Equipment of Grid-Tied Solar System 00:03:00 Example Design of an ON Grid System 00:10:00 PV Energy According to Area 00:02:00 Course 5: Design of PV System Using PVSyst Program Design of Grid Connected System Using PVSyst Program 00:12:00 Design of an Off Grid Solar Energy System Using PVSyst Program 00:28:00 Design Mega PV System Using PVSyst Program 00:29:00 Course 6: Solar Water Pumping System Introduction To Water Pumping System And Steps Of Design 00:24:00 Solved Example On Solar Pumping System Design 00:22:00 Course 7: Protection Of Solar Energy System Introduction to Protection of PV System 00:06:00 Selection of Fuses and Protection of String 00:13:00 Protection of Arrays 00:06:00 Protection of Inverter 00:07:00 Protection of Transformer 00:06:00 Surge Protection Device 00:02:00 Grounding of PV System 00:06:00 Types of BusBars in PV System and Selection of BusBars 00:12:00 Course 7: Design of PV System Using Excel Sheet Design Of Off Grid PV System Using Excel Sheet 00:26:00 Course 8: Basics of Autocad and Single Line Diagram of PV System Introduction To Autocad 00:02:00 How to Get Free Licence from Autocad. 00:04:00 Starting Autocad and Changing Background 00:02:00 Drawing a Line in Autocad 00:04:00 Drawing a Rectangle in Autocad 00:04:00 Drawing a Circle in Autocad 00:01:00 Drawing a Polygon in Autocad 00:03:00 Drawing an Arc in Autocad 00:01:00 Drawing a PolyLine in Autocad 00:03:00 Multiple Lines Using the Offset Feature 00:03:00 Adding Text to Autocad 00:03:00 Extending Lines in Autocad 00:01:00 Selection in Autocad 00:04:00 F-shortcuts in Autocad 00:01:00 Dimensions in Autocad 00:04:00 Multi Spiral Line and MLD in Autocad 00:02:00 Block and Explode Commands In Autocad 00:02:00 Move and Scale Commands in Autocad 00:01:00 Rotate, Mirror and Fillet Commands in Autocad 00:02:00 Area Calculation and Adding Layer in Autocad 00:03:00 Saving your File and Autosave Feature 00:07:00 Drawing Fluorescent Symbol Using Autocad 00:06:00 Autocad Classic Mode and Workspace 00:03:00 Single Line Diagram Of PV System And Selection Of Fuses And Breakers 00:45:00 Course 9: Design Of Grounding System Effect Of Current On Human Body 00:09:00 Types Of Electric Hazards 00:08:00 Classification of Earthing Systems 00:23:00 Components Of Earthing System 00:09:00 Design and Resistance of Earthing Electrode 00:12:00 Design and Resistance of Earthing Conductor 00:13:00 Measurement of Earth Resistance by Megger and Three Point Method 00:03:00 Design Earthing or Ground Grid Using ETAP 00:21:00 Course 10: MATLAB and ETAP PV Simulation Simulation Of PV Cell In MATLAB And Obtaining V-I Characteristics 00:28:00 Get a Complete Grid-Connected PV System For Free 00:25:00 Simulation of PV System in ETAP 00:24:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Embark on a captivating journey into the world of artificial intelligence with our course, 'Machine Learning Basics.' This voyage begins with an immersive introduction, setting the stage for an exploration into the intricate and fascinating realm of machine learning. Envision yourself unlocking the mysteries of algorithms and data patterns, essential skills in today's technology-driven landscape. The course offers a comprehensive foray into the core principles of machine learning, starting from the very basics and gradually building to more complex concepts, making it an ideal path for beginners and enthusiasts alike. As you delve deeper, each section unravels a vital component of machine learning. Grasp the essentials of regression analysis, understand the role of predictors, and navigate through the functionalities of Minitab, a key tool in data analysis. Journey through the structured world of regression trees and binary logistic regression, and master the art of classification trees. The course also emphasizes the importance of data cleaning and constructing robust data models, culminating in the achievement of learning success. This course is not just an educational experience; it's a gateway to the future of data science and AI. Learning Outcomes Comprehend the basic principles and applications of machine learning. Develop proficiency in regression analysis and predictor identification. Gain practical skills in Minitab for data analysis. Understand and apply regression and classification trees. Acquire expertise in data cleaning and model creation. Why choose this Machine Learning Basics course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Machine Learning Basics course for? Novices eager to delve into machine learning. Data enthusiasts looking to enhance their analytical skills. Professionals in IT and related fields expanding their expertise. Academics and students in computer science and data studies. Career changers interested in the field of data science and AI. Career path Data Analyst - £30,000 to £55,000 Machine Learning Engineer - £40,000 to £80,000 AI Developer - £35,000 to £75,000 Business Intelligence Analyst - £32,000 to £60,000 Research Scientist (Machine Learning) - £45,000 to £85,000 Software Engineer (AI Specialization) - £38,000 to £70,000 Prerequisites This Machine Learning Basics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Basics 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. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Section 01: Introduction Introduction to Supervised Machine Learning 00:06:00 Section 02: Regression Introduction to Regression 00:13:00 Evaluating Regression Models 00:11:00 Conditions for Using Regression Models in ML versus in Classical Statistics 00:21:00 Statistically Significant Predictors 00:09:00 Regression Models Including Categorical Predictors. Additive Effects 00:20:00 Regression Models Including Categorical Predictors. Interaction Effects 00:18:00 Section 03: Predictors Multicollinearity among Predictors and its Consequences 00:21:00 Prediction for New Observation. Confidence Interval and Prediction Interval 00:06:00 Model Building. What if the Regression Equation Contains 'Wrong' Predictors? 00:13:00 Section 04: Minitab Stepwise Regression and its Use for Finding the Optimal Model in Minitab 00:13:00 Regression with Minitab. Example. Auto-mpg: Part 1 00:17:00 Regression with Minitab. Example. Auto-mpg: Part 2 00:18:00 Section 05: Regression Trees The Basic idea of Regression Trees 00:18:00 Regression Trees with Minitab. Example. Bike Sharing: Part1 00:15:00 Regression Trees with Minitab. Example. Bike Sharing: Part 2 00:10:00 Section 06: Binary Logistics Regression Introduction to Binary Logistics Regression 00:23:00 Evaluating Binary Classification Models. Goodness of Fit Metrics. ROC Curve. AUC 00:20:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 1 00:16:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 2 00:18:00 Section 07: Classification Trees Introduction to Classification Trees 00:12:00 Node Splitting Methods 1. Splitting by Misclassification Rate 00:20:00 Node Splitting Methods 2. Splitting by Gini Impurity or Entropy 00:11:00 Predicted Class for a Node 00:06:00 The Goodness of the Model - 1. Model Misclassification Cost 00:11:00 The Goodness of the Model - 2 ROC. Gain. Lit Binary Classification 00:15:00 The Goodness of the Model - 3. ROC. Gain. Lit. Multinomial Classification 00:08:00 Predefined Prior Probabilities and Input Misclassification Costs 00:11:00 Building the Tree 00:08:00 Classification Trees with Minitab. Example. Maintenance of Machines: Part 1 00:17:00 Classification Trees with Miitab. Example. Maintenance of Machines: Part 2 00:10:00 Section 08: Data Cleaning Data Cleaning: Part 1 00:16:00 Data Cleaning: Part 2 00:17:00 Creating New Features 00:12:00 Section 09: Data Models Polynomial Regression Models for Quantitative Predictor Variables 00:20:00 Interactions Regression Models for Quantitative Predictor Variables 00:15:00 Qualitative and Quantitative Predictors: Interaction Models 00:28:00 Final Models for Duration and TotalCharge: Without Validation 00:18:00 Underfitting or Overfitting: The 'Just Right Model' 00:18:00 The 'Just Right' Model for Duration 00:16:00 The 'Just Right' Model for Duration: A More Detailed Error Analysis 00:12:00 The 'Just Right' Model for TotalCharge 00:14:00 The 'Just Right' Model for ToralCharge: A More Detailed Error Analysis 00:06:00 Section 10: Learning Success Regression Trees for Duration and TotalCharge 00:18:00 Predicting Learning Success: The Problem Statement 00:07:00 Predicting Learning Success: Binary Logistic Regression Models 00:17:00 Predicting Learning Success: Classification Tree Models 00:09:00

Discover the keys to success in the real estate industry with our comprehensive Estate Agent & Letting Agent Diploma. Gain essential skills in property marketing, negotiation, and client management. Master the art of property valuation and leasing while staying updated on industry regulations. Elevate your career in real estate with this diploma, designed to empower you with the knowledge and expertise needed to thrive as an estate or letting agent. Enroll now to unlock a rewarding future in the dynamic world of property management.

This course will take you through the concepts of PMBOK (Project Management Body of Knowledge) and will prepare you for the PgMP certification exam. With the help of this course, you will be able to access the lesson-end quizzes and course-end assessments, which will prepare you for the certification exam.

This course will teach you everything that you need to know to get started with C# scripting in Unity. You will learn step-by-step from scratch every feature of the C# language as well as how to implement them in Unity's API to build amazing games.

Duration 5 Days 30 CPD hours This course is intended for This course is recommended for technical professionals who support, install, deploy or administer Check Point products. This course is recommended for technical professionals who perform advanced deployment configurations of Check Point products. Overview CCSA Know how to perform periodic administrator tasks. Describe the basic functions of the Gaia operating system. Recognize SmartConsole features, functions, and tools. Understand how SmartConsole is used by administrators to give user access. Learn how Check Point security solutions and products work and how they protect networks. Understand licensing and contract requirements for Check Point security products. Describe the essential elements of a Security Policy. Understand the Check Point policy layer concept. Understand how to enable the Application Control and URL Filtering software. Blades to block access to various applications. Describe how to configure manual and automatic NAT. Identify tools designed to monitor data, determine threats and recognize opportunities for performance improvements. Describe different Check Point Threat Prevention solutions for network attacks. Articulate how the Intrusion Prevention System is configured, maintained and tuned. Understand the Infinity Threat Prevention system. Knowledge about Check Point's IoT Protect. CCSE Provide an overview of the upgrade service and options available. Explain how to perform management upgrade and migration. Articulate the process using CPUSE features. Articulate the purpose and function of Management High Availability. Explain Primary vs Secondary, Active vs Standby and Synchronization. Explain disaster recovery steps in case the primary management server becomes unavailable. Provide overview of Central Deployment in SmartConsole. Articulate an understanding of Security Gateway cluster upgrade methods. Explain about Multi Version Cluster (MVC) upgrades. Discuss Gaia Commands and how they are used. Explain the main processes on s and s. Describe how to work with scripts and SmartTasks to configure automatic actions. Explain the Management Data Plane Separation (MDPS) Explain kernel operations and traffic flow Articulate Dynamic and Updatable Objects in Security Gateways Explain the policy installation flow and files used. Describe the use of policy installation history. Explain concurrent and accelerated install policy. Describe an overview of APIs and ways to use and authenticate. Explain how to make changes in GAIA and management configuration. Explain how to install policy using API. Explain how the SecureXL acceleration technology enhances and optimizes Security Gateway performance. Learn basic concepts and develop skills necessary to administer IT security fundamental tasks. CCSA Outline Configure the Security Management Server. Use the WebUI to run the First Time Wizard. Install the Smart Console. Install the Alpha Gateway using the network detailed in the course topology. Demonstrate how the Security Management Server and Gateway communicate. Test SIC Status. Create multiple administrators and apply different roles and permissions for simultaneous administration. Validate existing licenses for products installed on the network. Create and configure host, network and group objects. Create a simplified Security Policy. Demonstrate how to use Security Zones in policy. Demonstrate how to share a layer between Security Polices. Configure Network Address Translation for server and network objects. Enable Identity Awareness. Deploy user access roles for more granular control of the security Policy. Generate network Traffic and use traffic visibility tools to monitor the data. Use SmartConsole and SmartView Monitor to view status, alerts, and block suspicious traffic. CCSE Outline Prepare for a Security Management Server Upgrade Upgrade the Security Management Server Deploy a Secondary Security Management Server Configure a Distributed Log Server Upgrade a Security Gateway from SmartConsole Work with the Command Line Use Scripts and SmartTasks Configure Dynamic Objects Monitor Traffic Verify Policy Installation and Status Work with Gaia and Management APIs Work with Acceleration Features Configure a Locally Managed Site to Site VPN Configure a Site to Site VPN with an Interoperable Device Configure Remote Access VPN Configure Mobile Access VPN Configure a High Availability Cluster Work with ClusterXL Configure Policy Compliance Deploy SmartEvent

Duration 4 Days 24 CPD hours This course is intended for The workshop is designed for data scientists who currently use Python or R to work with smaller datasets on a single machine and who need to scale up their analyses and machine learning models to large datasets on distributed clusters. Data engineers and developers with some knowledge of data science and machine learning may also find this workshop useful. Overview Overview of data science and machine learning at scale Overview of the Hadoop ecosystem Working with HDFS data and Hive tables using Hue Introduction to Cloudera Data Science Workbench Overview of Apache Spark 2 Reading and writing data Inspecting data quality Cleansing and transforming data Summarizing and grouping data Combining, splitting, and reshaping data Exploring data Configuring, monitoring, and troubleshooting Spark applications Overview of machine learning in Spark MLlib Extracting, transforming, and selecting features Building and evaluating regression models Building and evaluating classification models Building and evaluating clustering models Cross-validating models and tuning hyperparameters Building machine learning pipelines Deploying machine learning models Spark, Spark SQL, and Spark MLlib PySpark and sparklyr Cloudera Data Science Workbench (CDSW) Hue This workshop covers data science and machine learning workflows at scale using Apache Spark 2 and other key components of the Hadoop ecosystem. The workshop emphasizes the use of data science and machine learning methods to address real-world business challenges. Using scenarios and datasets from a fictional technology company, students discover insights to support critical business decisions and develop data products to transform the business. The material is presented through a sequence of brief lectures, interactive demonstrations, extensive hands-on exercises, and discussions. The Apache Spark demonstrations and exercises are conducted in Python (with PySpark) and R (with sparklyr) using the Cloudera Data Science Workbench (CDSW) environment. The workshop is designed for data scientists who currently use Python or R to work with smaller datasets on a single machine and who need to scale up their analyses and machine learning models to large datasets on distributed clusters. Data engineers and developers with some knowledge of data science and machine learning may also find this workshop useful. Overview of data science and machine learning at scaleOverview of the Hadoop ecosystemWorking with HDFS data and Hive tables using HueIntroduction to Cloudera Data Science WorkbenchOverview of Apache Spark 2Reading and writing dataInspecting data qualityCleansing and transforming dataSummarizing and grouping dataCombining, splitting, and reshaping dataExploring dataConfiguring, monitoring, and troubleshooting Spark applicationsOverview of machine learning in Spark MLlibExtracting, transforming, and selecting featuresBuilding and evauating regression modelsBuilding and evaluating classification modelsBuilding and evaluating clustering modelsCross-validating models and tuning hyperparametersBuilding machine learning pipelinesDeploying machine learning models Additional course details: Nexus Humans Cloudera Data Scientist Training 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 Cloudera Data Scientist Training 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.