1091 Courses in Cardiff delivered Live Online

Diploma in Accountancy Course Overview The Diploma in Accountancy is designed for individuals seeking to develop a solid foundation in accounting principles and practices. This course covers a broad range of topics, from the basics of accounting to more advanced financial concepts. Learners will gain valuable knowledge on financial statements, bookkeeping, and budgeting, which will be essential in various accounting roles. By the end of the course, learners will be equipped to manage financial data and analyse financial performance effectively. The course will prepare learners for career progression in the finance and accounting sectors, offering practical insights into the core areas of accounting. Course Description This comprehensive course explores key accounting concepts, including the role of an accountant, accounting standards, double-entry bookkeeping, and the preparation of financial statements such as balance sheets, income statements, and cash flow statements. Learners will understand how to analyse financial data, manage budgets, and apply accounting principles to real-world scenarios. The course also includes modules on auditing and profit and loss statements, which will broaden learners’ understanding of financial accountability. Learners will gain the skills necessary to take on more advanced roles within the finance industry, and they will be equipped with a robust understanding of accounting practices that are applicable across a wide range of businesses. Diploma in Accountancy Curriculum Module 01: Introduction to Accounting Module 02: The Role of an Accountant Module 03: Accounting Concepts and Standards Module 04: Double-Entry Bookkeeping Module 05: Balance Sheet Module 06: Income Statement Module 07: Financial Statements Module 08: Cash Flow Statements Module 09: Understanding Profit and Loss Statement Module 10: Financial Budgeting and Planning Module 11: Auditing (See full curriculum) Who is this course for? Individuals seeking to build a career in accounting or finance Professionals aiming to enhance their understanding of accounting principles Beginners with an interest in finance or accounting Those seeking to improve their financial management skills Career Path Accountant Financial Analyst Auditing Assistant Budget Analyst Management Accountant Finance Manager Bookkeeper

Train the Trainer Recharge: The Healthy Trainer Course Overview This course offers an essential refresh for trainers aiming to enhance their personal wellbeing alongside their professional skills. It focuses on maintaining a healthy balance between the demands of training others and self-care, ensuring trainers remain effective, energised, and confident. Learners will develop strategies to manage their own stress, address challenges confidently, and create positive learning environments. This course equips participants with the ability to engage audiences meaningfully, foster productive feedback, and maintain resilience in dynamic training settings. By the end, trainers will be better prepared to sustain their motivation and deliver impactful sessions while prioritising their own health and wellbeing. Course Description The programme delves into key areas crucial for trainers to maintain optimal performance and wellbeing. It covers techniques for self-management, including stress reduction and emotional regulation, alongside strategies to resolve common challenges encountered in training roles. Emphasis is placed on managing classroom dynamics and engaging diverse audiences effectively. Additionally, learners will explore ways to interpret and respond to feedback constructively to improve delivery and participant outcomes. This course combines reflective learning with evidence-based methods to build resilience, boost trainer confidence, and support continuous professional growth in a balanced, healthy manner. Participants will leave with renewed skills to enhance both their training impact and personal wellbeing. Train the Trainer Recharge: The Healthy Trainer Curriculum Module 01: Welcome to Healthy Trainer Module 02: Manage Yourself Module 03: Manage Your Issues Module 04: Manage Your Classroom Module 05: Manage Your Audience Module 06: Manage Your Feedback (See full curriculum) Who is this course for? Individuals seeking to enhance their trainer wellbeing and effectiveness. Professionals aiming to develop sustainable training practices. Beginners with an interest in personal development and training skills. Trainers wanting to improve audience engagement and feedback management. Career Path Corporate Trainer Learning and Development Specialist Workshop Facilitator Training Coordinator Education Consultant

Duration 5 Days 30 CPD hours Overview How to implement advanced administration concepts such as backups, disaster recovery, scalability and redundancy for a Citrix Virtual Apps and Desktop 7 Site. Advanced troubleshooting techniques to troubleshoot Citrix Virtual Apps and Desktop 7. Security considerations and configurations for Citrix Apps and Desktop 7 site including multi-site management using zones. Install and initialize WEM and integrate into Citrix Virtual Apps and Desktops and Citrix DaaS. Configure WEM features to improve the end user environment and virtual resource consumption. Migrate an on-premises WEM deployment to WEM service Designed for experienced IT professionals, this course builds on the foundational implementation and management skills introducing scalability, redundancy, and security configurations. You will learn to build to implement Workspace Environment Management to improve logon times, centralize user settings management, and optimize the performance of machines. In the advanced troubleshooting section, you will learn techniques to investigate many of the common issues that can affect environment health and how to solve issues more effectively. You will leave this course with a good understanding of how to manage more complex solutions such as multi-location environments with configurations around StoreFront, the Delivery Controllers, Cloud Connectors, and HDX. Module 1: Introduction to Citrix Virtual Apps and Desktops 7 Advanced Configuration Citrix Virtual Apps and Desktops Deployments - Advanced Configuration Module 2: Planning: Redundancy and Scalability Citrix Virtual Apps and Desktops Redundancy and Scalability StoreFront and Citrix Gateway Redundancy and Scalability Site Infrastructure Redundancy and Scalability Machines Running the Virtual Delivery Agent Module 3: Planning: Virtual Apps and Desktops Environment with Multiple Locations Zones VDA Registration in a Multi-Zone Environment Zone Preference Optimal Gateway Routing and Zones StoreFront Resource Aggregation Managing StoreFront Store Subscriptions in a Multi-Location Environment Module 4: Planning: Backups and Disaster Recovery Backups Disaster Recovery Considerations Disaster Recovery Process Module 5: Planning: Advanced Authentication Methods Multi-factor Authentication - RADIUS and One Time Passwords (OTP) Multi-factor Authentication ? Smart Card Authentication Federated Authentication Module 6: Planning: App and Data Security Introduction to Application Security Preventing Jailbreak Attacks Minimizing the Impact of Attacks Module 7: Planning: Virtual Delivery Agent Security Transport Layer Security (TLS) Virtual Delivery Agent (VDA) Encryption Microsoft Group Policy Objects (GPOs) and Citrix Policies Image Management Module 8: Introduction to Troubleshooting Troubleshooting Methodology Resource Tools and Utilities Introduction to PowerShell Module 9: Troubleshoot Access Issues Troubleshooting StoreFront Citrix ADC and Citrix Gateway ? Workflow and Troubleshooting Overview Citrix ADC and Citrix Gateway - Troubleshooting Access and Authentication Citrix ADC and Citrix Gateway - Troubleshooting App/Desktop Launch Module 10: Troubleshoot Delivery Controller Issues Validating FlexCast Management Architecture (FMA) Services Module 11: Troubleshoot Virtual Delivery Agent (VDA) Registration Issues Troubleshooting Virtual Delivery Agent (VDA) Registration Module 12: Troubleshoot HDX Connection Issues Troubleshooting HDX Connections Module 13: Introduction to Workspace Environment Management (WEM) WEM Features and Benefits Module 14: Planning ? WEM Architecture and Component Communications WEM On-Premises Components and Deployments WEM Service Components and Deployments WEM Component Communication Workflows Module 15: Planning - WEM On-Premises Deployment Installation On-Premises WEM: Leading Practice Installation Prerequisites and Steps On-Premises WEM: ADMX Template Configuration Choosing a Security Principal to run the WEM Infrastructure Service Creating the WEM Database Running the WEM Infrastructure Service Configuration Utility On-Premises WEM: Agent Installation Module 16: Planning ? WEM Service Deployment Installation WEM On-Premises vs WEM Service WEM Service: Leading Practice Installation Prerequisites and Steps WEM Service: ADMX Template Configuration WEM Service: Agent Installation Module 17: Planning ? WEM Consoles and Initial Setup On-Premises WEM and WEM Service Consoles WEM Initial Setup Migrating GPO settings to WEM Module 18: Planning ? WEM System and Log On Optimization WEM System Optimization Overview WEM CPU Management WEM Memory Management Additional System Optimization Features WEM Log On Optimization Overview WEM Assigned Actions WEM Environmental Settings Citrix Profile Management In WEM Module 19: Planning ? WEM Security and Lockdown Features WEM Security Management Features Privilege Elevation and Process Hierarchy Control WEM Transformer Module 20: Planning - The WEM Agent WEM Settings Processing and WEM Agent Caches WEM Agent Integration with Citrix Virtual Apps and Desktops and Citrix DaaS Module 21: Planning ? WEM Monitoring, Reporting, and Troubleshooting WEM Monitoring and Reporting WEM Agent Troubleshooting WEM Service Troubleshooting Module 22: Planning ? Upgrading WEM and Migration to WEM Service Upgrading Workspace Environment Management WEM On-Premises Migration to WEM Service Module 23: Rolling Out a WEM Deployment WEM Agent User Options on Windows Desktops Module 24: Managing a WEM Deployment Measuring WEM Success Additional course details: Nexus Humans CWS-322 Citrix Virtual Apps and Desktops 7 Advanced Configuration and WEM Administration 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 CWS-322 Citrix Virtual Apps and Desktops 7 Advanced Configuration and WEM Administration 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.

Duration 5 Days 30 CPD hours This course is intended for This course is for all Oracle Professionals. Specifically Database Administrators, Web Server Administrators, System Administrators, CIOs and other IT Management Professionals. Overview Upon successful completion of this course, students will be able to understand configuration for installation, configuration of a host system, using Oracle Restart framework, troubleshooting tips, how the database fits with other systems, internals of the database, database failures and other topics. In this course, students will focus on configuration on supported systems. Also how the database fits in with other systems. Oracle Database Architercture Overview The Database Instance Database Memory Structures Database Process Structures Database Storage Architecture Oracle Clusterware Configuring the Host for Standalone Installlation Host Configuration Overview Choosing a Database Host Choosing an Operating System Proprietary Unix vs Open-Source Linux Making the OS Selection Prepare an Oracle LINUX Installation Perform Oracle LINUX Installation Configure the LINUX Host Step 1 - Confirm General System Requirements Step 2 - Confirm The Operating System Platform Step 3 - Confirm LINUX Package Requirements Step 4 - Confirm Network Configuration Configure Host for Virtualization VM Technologies Configure Oracle Linux for Virtualization Step 1 - Download Linux Updates Step 2 - Check Linux Kernel Step 3 - Download Latest yum Configuration File Step 4 - Enable Oracle Linux Add-ons Step 5 - Install VirtualBox Oracle Optimal Flexible Architecture OFA Goals ORACLE_BASE ORACLE_HOME Database Files Multiple ORACLE_HOMEs Databse Software Upgrades Mutliple Oracle Software Installations GRID Infrastructure Configuration Configure the Linux Installation About ASM Devices Configure Linux Devices for ASM Partioning a Device Oracle ASMLib Configue MS Windows Devices GRID Infrastructure Installation Perform the Installation Download Unpack the Installation Package Launch the Installation Session The Installation Dialog Verify the Installation Operating System Confirmation Oracle Utilities Setup SQL*Plus Confirmation Using EM Cloud Control Troubleshooting Problems DATABASE Installation Configuraion Configure a Linux Installation System Groups & Users Configure Kernel Parameters Create the Physical Directories Configure MS Windows Installation Prerequisite Checks & Fixup Utility DATABASE Installation ABOUT THE INSTALLATION The Installation Tools About The Installation Dialog The Installation Session Log PERFORM INSTALLATION ON LINUX Download Unpack The Installation Files Set Environment Variables Launch The Installation SERVER CLASS INSTALLATION DIALOG More About The Global Database Name About Enterprise Manager Cloud Control Secure The New Database PERFORM INSTALLATION ON WINDOWS Launch The Installation POST---INSTALLATION CONFIGURATION Required Environment Variables Defining The Environment Variables About SSH VERIFY THE INSTALLATION SQL*PlusConfirmation Operating System Confirmation Firewall Configuration Accessing EM Database Express Creating Databses Using DBCA About DBCA DBCA Templates Are You Sure? DEFAULT CONFIGURATION DATABASE ADVANCED MODE DATABASE File Location Variables Database Vault and Label Security CONFIGURE AN EXISTING DATABASE DELETE A DATABASE MANAGE TEMPLATES MANUALLY CREATE A DATABASE The CREATE DATABASE Command Using Oracle Restart WHAT IS ORACLE RESTART? What Oracle Restart Does Is Oracle Restart Deprecated? Registering With Oracle Restart More About srvctl Terminal Session Configuration COMPONENT STATUS USING SRVCTL Database Status Grid Infrastructure Status Oracle Home Status CONFIGURATION USING SRVCTL Examining A Database Configuration Examining The Listener Configuration Examining The ASM Configuration Manual Registration ListenerConfiguration Modification Database ConfigurationModification STARTUP/SHUTDOWN USING SRVCTL Why Use srvctl? MANAGING ORACLE RESTART Obtaining Oracle Restart Status Start/Stop Oracle Restart Preparing for a Database Upgrade What is a Database Upgrade? Database Upgrade Methods Real World Database Upgrade Develop A Database Upgrade Plan ABOUT THE DATABASE VERSION Direct Upgrade The COMPATIBLE Database Parameter PRE-UPGRADE PREPARATIONS Oracle Warehouse Builder Oracle Label Security (OLS) Oracle Database Vault Locating The Older Database Installations THE PRE-UPGRADE INFORMATION TOOL Pre-Upgrade Information Tool Files Run The Pre---Upgrade Information Tool Examining The Pre---Upgrade Information Tool Results Upgrade to Oracle Databse 12c Launch DBUA Database Upgrade Dialog Post-Upgrade Tasks Post-Upgrade Checklist Enable Unified Auditing Migrate to Unified Auditing Database Parameter Changes Enable New Features Source Destination Specific Post-Upgrade Tasks Oracle Architecture: The Systems Infrastructure About Enterprise Architectures The Relational Database Legacy Computing Models The Multi-Tiered Computing Model Scaling Up Cloud-Based Deployment ORACLE INFRASTRUCTURE ECOSYSTEM USING ORACLE ENTERPRISE MANAGER More About EM Using EM Database Express Using EM Cloud Control Oracle Architecture: The Database Host The Database Server Stack PROCESSOR LAYER CPU Resources Memory Resources I/O & STORAGE PROCESSING OS LAYER PROCESSING MODES DATABASE SERVER VIRTUALIZATION STORAGE VIRTUALIZATION ORACLE DATABASE SERVER STACK ORACLE ENGINEERED SYSTEMS Oracle Exadata Database Platform Exalogic Cloud Machine Exalytics BI Machine Oracle Architecture: Princilples & Technology Concepts Grid Computing Principles Why Grid Computing? What Is Grid Computing? PARALLELIZATION PRINCIPLES Hardware Parallelization Grid Computing Devices Clustered Database Servers CLOUD COMPUTING PRINCIPLES Multi-Tenancy Oracle Architecture: The RDBMS Installation & the Database Instance The Database Server Software Database Versions & Releases Database Editions Using PRODUCT_COMPONENT_VERSION View The Core Database Components Using V$VERSION View Understanding The Database Version Number The COMPATIBLE Database Parameter DATABASE INSTANCE ELEMENTS Individual Elements Of A Database Instance Physical Database Elements An Operational Database installation DATABASE INSTANCE CONFIGURATIONS Single Instance Parameter Files & Instance Configuration MAX_STRING_SIZE Parameter Example Independent Instances Clustered Instances The Database Instance In A Multi-tenant Configuration RECONFIGURING A DATABASE INSTANCE Static Vs. Dynamic Parameters Dynamic Parameter Setting Parameter Setting Scope Parameter Setting Level Setting Upgrade Related Parameters DATABASE COMPONENTS Advanced Data Functionality Components Security Components High-Performance Components Administration Components Database F

This intensive course equips senior management with the knowledge and skills to develop a logistics strategy that will consistently support business objectives. PARTICIPANTS WILL LEARN HOW TO: Understand the concept of integrated logistics. Critically analyse and evaluate logistics operations. Apply solutions to problems in line with global best practices. Devise and operate effective performance measures. Learn how to create performance improvement plans. Understand how to support inbound and outbound logistic activities. COURSE TOPICS INCLUDE: Mission, strategy and policies for logistics Costs of non-performance and poor performance Logistics planning Land, air and marine transport services Materials storage, preservation and handling Waste management services HSSE policies Sustainable logistics and transport Risk management in logistics Management controls Performance measurement Sustainability

Voiceover Artist Training Course Overview: The "Voiceover Artist Training" course is designed to introduce aspiring voiceover professionals to the industry. This comprehensive course covers the essential skills and techniques necessary for success in voice acting, from understanding the basics to building a career. Learners will gain a deep insight into how the voice works, methods to improve vocal performance, and how to create a professional demo. The course provides a structured approach to learning, enabling students to develop the skills required to confidently navigate auditions, recordings, and studio environments. With a strong focus on industry-specific knowledge and personal branding, learners will be well-equipped to start their voiceover careers. Course Description: This course delves into the core elements of voiceover work, including voice technique, vocal exercises, and how to find and refine your unique voice. Learners will explore how to plan and produce a professional voiceover demo, essential audition strategies, and the importance of self-promotion. The course also covers the technical aspects of voiceover, such as recording and studio etiquette, along with insights into the UK voice acting industry. By the end of the course, learners will possess the foundational knowledge to enter the competitive world of voiceover acting, equipped with practical skills that enhance both their performances and career prospects. Voiceover Artist Training Curriculum: Module 01: Introduction to Voiceover Module 02: Voiceover Basics Module 03: Finding Your Voice Module 04: Using Your Instrument Module 05: Exercising Your Voice Module 06: Useful Tips Module 07: Plan Your Demo Module 08: The Audition Module 09: Record Your Voice Module 10: The Studio Module 11: Promoting Your Voice Module 12: UK Voice Acting Industry (See full curriculum) Who is this course for? Individuals seeking to enter the voiceover industry. Professionals aiming to expand their skill set in voice acting. Beginners with an interest in voiceover and acting. Those interested in a career in audio production or media. Career Path: Voiceover Artist Narrator for audiobooks and e-learning Commercial Voiceover Talent Character Voice Actor for animations or video games Radio and TV voice talent Voice Coach or Instructor Audio Producer

This workshop will help you create, develop and close business opportunities using a consultative approach and a value-based (not price-led) proposition. Value-based selling means working the way your customer wants to buy, not how you want to sell. It also means: In a transactional sale the customer knows the answer without help from a salesperson (or cannot see why they should choose you), or is prepared to stay with what they have. Customer decision criteria are price and convenience and customers resent time spent with (new) salespeople, mainly because the salesperson adds little or nothing to what the customer already has and just wastes time. In a consultative or value-based sale, by contrast, the customer doesn't know the answer already. The salesperson must take the role of an advisor, not just a 'product promoter'. Customers demand expertise, advice and customisation during the sales process. Often customers insist on multiple meetings with salespeople and others to develop advantages that you can bring and reduce the perceived risk of changing. In this way the salesperson often adds more value than the product or service alone. This very practical workshop will help you use proven strategies and tactics to build, manage and successfully close sustainable business opportunities using a consultative approach and a value-based (not price-led) proposition. This includes: Increased impact of your new sales conversations, presentations and proposals - leading to faster decisions and increased conversion Greater confidence, consistency and professionalism throughout the business development process Enhanced sales questioning skills and techniques, leading to better, faster and more accurate development of customer needs, problems, value and expectations Improve your people, communication, influence and persuasion skills when approaching, consulting or presenting your services and solutions How to build value at all points in the customer's buying process through your knowledge, skills and structured approach Proven ways to gain additional business and referrals from existing customers and contacts, through direct approach and lead generation Being better able differentiate your firm, your solutions, track-record and expertise clearly and accurately with tailored value statements for each stage and for each opportunity Overcome and avoid price-based objections, buying criteria and negotiation 1 Introduction and key principles of value-based selling Introduction and review of pre-course questionnaires - KPIs, personal learning objectives and key principles The main principles of value-based selling and how they benefit you and the customer How value-based selling differs from 'transactional' or 'price-based' selling The stages of the customer's buying cycle - how to identify and work through strategies for each stage The concept of structured and set-piece selling and proposing Presentation by participants: Personal sales improvement goals 2 Value-based selling strategies and skills What is value? How can one move away from a price-led agenda? How to survive and resist price pressure - six techniques A review of key competencies and skills needed for a value-based approach Strategies, case studies and examples with discussion and review Defining your initial value proposition and comparative advantage How best to established the right level of trust, rapport and credibility Planning and practice session: Strategy - mapping a value-based sales process. 3 Connecting skills Research before the meeting and the first few minutes - ways to gain instant rapport and setting the foundation for a successful outcome in a first sales call How to structure an effective first time sales call or meeting - the subtle differences that are important to master How best to differentiate your solutions and build credibility and enthusiasm early or at the start of the buying process Overcoming initial buying resistance and relaxing the prospect; gaining rapport, opening the meeting: PBC (purpose-benefit-check) and gaining agreement to proceed Planning and practice session: Connecting - first meeting with a new contact 4 Consulting - building, developing and influencing client needs Understanding the power of high-impact and third-level questions to influence people based around specific needs and solutions The importance of body language and other personal communication dynamics when asking questions; empathic listening, run-on questions, drawing out skills, summarising, etc Creating a 'disturb' approach to creating needs and opportunities and positioning your solutions Using proven advanced sales questioning techniques with greater skill: Outcome, SPIN and qualification questions 'Decision-making criteria' - tools to help you develop the relevant criteria with the customer and in doing so progress your sales opportunities more effectively Planning and practice session: Questioning skills 5 Convincing - presentation and persuading skills practice Substance and style - selecting the right tone and content to engage and enthuse your prospect Compelling benefits and reducing perceived risk - key messages to deliver Helping the customer choose your proposition - by being convincing, compelling and credible when you present Professional and effective presentation skills - with personal coaching and practice sessions The keys of influence and persuasion and the keys to convincing a new customer to choose you for the first time Planning and practice session: Role-play in presenting your solution 6 Commitment Knowing when and how to close for commitment to the next stage in your sales process, plus ways to ask for commitment professionally and effectively How to isolate, prioritise and answer objections and concerns more openly and accurately, using a consultative not a confrontational approach Deal more effectively and profitably with price objections and reduce buyer's remorse (which can lead to an 'I want to think about it' reaction and cause delay and inertia) Key negotiation skills around the closing process - getting to 'yes' Planning and practice session: Role-play in closing and negotiation skills 7 Assessed role-play - Final practice session Live role-plays There is an option for external participants to be brought in to the live training workshop to take-part in the final assessed role-play or assist with other sessions run during the course. Performance assessment - 'Dragon's Pitch' The final afternoon of the course is an assessed role-play using a prepared scenario and external 'CEO'. The assessment criteria will be agreed prior to the workshop. 8 Workshop summary and close Personal action plan and learning summary

Duration 3 Days 18 CPD hours This course is intended for This course is geared for experienced Scala developers who are new to the world of machine learning and are eager to expand their skillset. Professionals such as data engineers, data scientists, and software engineers who want to harness the power of machine learning in their Scala-based projects will greatly benefit from attending. Additionally, team leads and technical managers who oversee Scala development projects and want to integrate machine learning capabilities into their workflows can gain valuable insights from this course Overview Working in a hands-on learning environment led by our expert instructor you'll: Grasp the fundamentals of machine learning and its various categories, empowering you to make informed decisions about which techniques to apply in different situations. Master the use of Scala-specific tools and libraries, such as Breeze, Saddle, and DeepLearning.scala, allowing you to efficiently process, analyze, and visualize data for machine learning projects. Develop a strong understanding of supervised and unsupervised learning algorithms, enabling you to confidently choose the right approach for your data and effectively build predictive models Gain hands-on experience with neural networks and deep learning, equipping you with the know-how to create advanced applications in areas like natural language processing and image recognition. Explore the world of generative AI and learn how to utilize GPT-Scala for creative text generation tasks, broadening your skill set and making you a more versatile developer. Conquer the realm of scalable machine learning with Scala, learning the secrets to tackling large-scale data processing and analysis challenges with ease. Sharpen your skills in model evaluation, validation, and optimization, ensuring that your machine learning models perform reliably and effectively in any situation. Machine Learning Essentials for Scala Developers is a three-day course designed to provide a solid introduction to the world of machine learning using the Scala language. Throughout the hands-on course, you?ll explore a range of machine learning algorithms and techniques, from supervised and unsupervised learning to neural networks and deep learning, all specifically crafted for Scala developers. Our expert trainer will guide you through real-world, focused hands-on labs designed to help you apply the knowledge you gain in real-world scenarios, giving you the confidence to tackle machine learning challenges in your own projects. You'll dive into innovative tools and libraries such as Breeze, Saddle, DeepLearning.scala, GPT-Scala (and Generative AI with Scala), and TensorFlow-Scala. These cutting-edge resources will enable you to build and deploy machine learning models for a wide range of projects, including data analysis, natural language processing, image recognition and more. Upon completing this course, you'll have the skills required to tackle complex projects and confidently develop intelligent applications. You?ll be able to drive business outcomes, optimize processes, and contribute to innovative projects that leverage the power of data-driven insights and predictions. Introduction to Machine Learning and Scala Learning Outcome: Understand the fundamentals of machine learning and Scala's role in this domain. What is Machine Learning? Machine Learning with Scala: Advantages and Use Cases Supervised Learning in Scala Learn the basics of supervised learning and how to apply it using Scala. Supervised Learning: Regression and Classification Linear Regression in Scala Logistic Regression in Scala Unsupervised Learning in Scala Understand unsupervised learning and how to apply it using Scala. Unsupervised Learning:Clustering and Dimensionality Reduction K-means Clustering in Scala Principal Component Analysis in Scala Neural Networks and Deep Learning in Scala Learning Outcome: Learn the basics of neural networks and deep learning with a focus on implementing them in Scala. Introduction to Neural Networks Feedforward Neural Networks in Scala Deep Learning and Convolutional Neural Networks Introduction to Generative AI and GPT in Scala Gain a basic understanding of generative AI and GPT, and how to utilize GPT-Scala for natural language tasks. Generative AI: Overview and Use Cases Introduction to GPT (Generative Pre-trained Transformer) GPT-Scala: A Library for GPT in Scala Reinforcement Learning in Scala Understand the basics of reinforcement learning and its implementation in Scala. Introduction to Reinforcement Learning Q-learning and Value Iteration Reinforcement Learning with Scala Time Series Analysis using Scala Learn time series analysis techniques and how to apply them in Scala. Introduction to Time Series Analysis Autoregressive Integrated Moving Average (ARIMA) Models Time Series Analysis in Scala Natural Language Processing (NLP) with Scala Gain an understanding of natural language processing techniques and their application in Scala. Introduction to NLP: Techniques and Applications Text Processing and Feature Extraction NLP Libraries and Tools for Scala Image Processing and Computer Vision with Scala Learn image processing techniques and computer vision concepts with a focus on implementing them in Scala. Introduction to Image Processing and Computer Vision Feature Extraction and Image Classification Image Processing Libraries for Scala Model Evaluation and Validation Understand the importance of model evaluation and validation, and how to apply these concepts using Scala. Model Evaluation Metrics Cross-Validation Techniques Model Selection and Tuning in Scala Scalable Machine Learning with Scala Learn how to handle large-scale machine learning problems using Scala. Challenges of Large-Scale Machine Learning Data Partitioning and Parallelization Distributed Machine Learning with Scala Machine Learning Deployment and Production Understand the process of deploying machine learning models into production using Scala. Deployment Challenges and Best Practices Model Serialization and Deserialization Monitoring and Updating Models in Production Ensemble Learning Techniques in Scala Discover ensemble learning techniques and their implementation in Scala. Introduction to Ensemble Learning Bagging and Boosting Techniques Implementing Ensemble Models in Scala Feature Engineering for Machine Learning in Scala Learn advanced feature engineering techniques to improve machine learning model performance in Scala. Importance of Feature Engineering in Machine Learning Feature Scaling and Normalization Techniques Handling Missing Data and Categorical Features Advanced Optimization Techniques for Machine Learning Understand advanced optimization techniques for machine learning models and their application in Scala. Gradient Descent and Variants Regularization Techniques (L1 and L2) Hyperparameter Tuning Strategies

Short Circuit Analysis for HV Three Phase Systems Course Overview This course on Short Circuit Analysis for HV Three Phase Systems provides an in-depth exploration of fault analysis in high voltage electrical systems. Focusing on the theoretical and practical application of various analysis methods, the course equips learners with the skills to assess and model electrical faults in three-phase systems. By covering core topics such as symmetrical and asymmetrical faults, per unit analysis, and transformer modelling, this course ensures that participants are prepared for real-world fault diagnosis and system modelling challenges. Learners will gain a thorough understanding of fault behaviour and how to perform accurate short circuit analysis, which is essential for enhancing system stability and safety. Course Description The course delves into the key aspects of short circuit and fault analysis for high voltage (HV) three-phase systems. Participants will explore various analysis techniques, including per-phase and per-unit analysis, along with the importance of base changes and transformer modelling. The course introduces symmetrical components and covers advanced topics such as asymmetrical three-phase fault analysis and system modelling. Learners will develop a clear understanding of how to assess the impact of short circuits on the electrical network and identify the appropriate mitigation strategies. The course is designed to provide learners with both the theoretical foundation and technical knowledge to perform detailed fault analysis and optimise system performance. Short Circuit Analysis for HV Three Phase Systems Curriculum Module 01: Introduction to Short Circuit Analysis for HV Three Phase Systems Module 02: Short Circuit & Fault Analysis Overview Module 03: Per Phase Analysis Module 04: Per Unit Analysis Module 05: Change of Base Module 06: Transformers & Per Unit Analysis Module 07: Symmetrical Components Module 08: Asymmetrical Three Phase Fault Analysis Module 09: System Modeling (See full curriculum) Who is this course for? Individuals seeking to understand short circuit analysis in electrical systems. Professionals aiming to enhance their knowledge in HV power system analysis. Beginners with an interest in electrical engineering and fault analysis. Engineers looking to advance their skills in power system design and fault management. Career Path Electrical Engineer Power System Analyst HV Systems Designer Electrical Maintenance Engineer Power Network Consultant Utility System Planner

Sports Therapy Course Overview This Sports Therapy course is designed for individuals interested in understanding the role of therapy in sports injury management and prevention. Covering essential aspects like anatomy, kinesiology, injury assessment, and rehabilitation, the course prepares learners for a career in the field of sports therapy. It combines theoretical knowledge with practical techniques for treating a wide range of injuries, from common strains to major trauma. Upon completion, learners will be equipped to manage sports injuries effectively, offering crucial support to athletes and active individuals. This course offers an in-depth understanding of injury treatment, rehabilitation, and sports-specific therapy approaches, making it ideal for those aiming to enter the sports therapy or sports medicine sector. Course Description Throughout this course, learners will explore a wide array of topics, including injury prevention, sports nutrition, and various treatment techniques. The course delves into anatomy, kinesiology, and biomechanics, equipping students with the knowledge needed to understand the physical impact of sports on the body. Learners will gain a comprehensive understanding of injury assessment, treatment methods, and rehabilitation strategies. They will also examine the role of nutrition in performance and recovery. By the end of the course, students will have developed the skills to assess, treat, and rehabilitate a variety of sports injuries. The learning experience is structured to ensure a thorough grasp of theory, which is complemented by the understanding of its application in real-world scenarios. Sports Therapy Curriculum Module 1: Introduction to Sports Therapy Module 2: Professionalism and Ethics of Sports Therapy Module 3: Anatomy & Kinesiology Module 4: Assessment of Sports Injuries Module 5: Sports Injuries Depend on Sports Profile Module 6: Common Sports Injuries Module 7: Major Sports Injuries Module 8: First Aid Treatment Module 9: Sports Nutrition Module 10: Rehabilitation Exercise Module 11: Sports Massage Treatments Module 12: Hydrotherapy & Electrotherapy (See full curriculum) Who is this course for? Individuals seeking to pursue a career in sports therapy. Professionals aiming to enhance their knowledge of injury management. Beginners with an interest in sports and injury prevention. Anyone interested in improving their understanding of sports therapy and rehabilitation. Career Path Sports Therapist Sports Medicine Specialist Physiotherapist Personal Trainer Athletic Trainer Rehabilitation Specialist Fitness Coach Sports Nutritionist