1099 Courses in Cardiff delivered Live Online

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

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

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

PHP and MySQL Training Masterclass 2023 Course Overview This PHP and MySQL Training Masterclass 2023 offers a comprehensive guide to mastering dynamic web development using PHP and MySQL. Learners will explore essential programming concepts, database integration, and application building through progressive projects designed to enhance their coding capabilities. The course covers core skills such as user authentication, comment systems, ratings, and interactive applications, equipping students with the confidence to develop fully functional web solutions. By the end, participants will have the knowledge to build, customise, and manage robust web applications, boosting their employability and technical proficiency in today’s digital marketplace. Course Description This masterclass delves into key aspects of PHP programming and MySQL database management, providing learners with a structured learning experience. Starting with installation and configuration, it progresses through multiple project-based modules focusing on real-world applications such as authentication systems, comment and rating features, weather apps, and live search functionality. Each module deepens understanding of server-side scripting and database queries, enhancing problem-solving and coding fluency. Participants will gain expertise in integrating PHP scripts with MySQL databases, optimising application performance, and managing data securely. The course is designed to develop both foundational and advanced skills essential for web development careers, delivered in clear, concise UK English. PHP and MySQL Training Masterclass 2023 Curriculum Module 01: Introduction Module 02: Installation Module 03: First Project: Building an Authentication System Module 04: Second Project: Building a Comments System Module 05: Third Project: Creating a Rating System Module 06: Fourth Project: Creating a Weather App Module 07: Fifth Project: Build a Cool Like and Dislike System Module 08: Sixth Project: Building a Simple CV Builder Module 09: Seventh Project: QR Codes Generator Module 10: Eighth Project: Build a Full Live Search System (See full curriculum) Who Is This Course For? Individuals seeking to develop skills in dynamic web development. Professionals aiming to enhance their web programming career. Beginners with an interest in server-side scripting and databases. Web developers wanting to expand their expertise in PHP and MySQL. Career Path Web Developer Backend Developer PHP Developer Database Administrator Full-Stack Developer Software Engineer Digital Solutions Specialist

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

Sports Coaching Diploma Course Overview: The Sports Coaching Diploma offers an in-depth exploration into the essential skills and knowledge required to excel in sports coaching across various disciplines. Learners will gain a comprehensive understanding of coaching techniques, motivational strategies, fitness training, and injury prevention. The course equips learners with the tools to effectively manage athletes, understand the psychological aspects of coaching, and address the unique needs of diverse athlete groups. By completing this course, learners will be prepared to pursue coaching roles in a variety of settings, from community sports programmes to professional teams. Course Description: This diploma provides learners with a broad curriculum, covering the fundamentals of sports coaching, including the psychological, motivational, and behavioural factors that influence performance. Learners will study coaching techniques tailored for various sports, along with fitness and training regimens suitable for athletes. Additionally, the course delves into management skills necessary for coaches, as well as nutritional considerations for athletes and the importance of injury prevention and rehabilitation. Ethical coaching practices and understanding the role of parents and children in sports are also explored, ensuring that learners can coach responsibly and effectively in a variety of settings. The course is designed to build a strong foundation for those looking to enhance their coaching career. Sports Coaching Diploma Curriculum: Module 01: Introduction to Sports Coaching Module 02: Psychological, Motivational, and Behavioural Training for Sports Module 03: Techniques for Sports Coaching Module 04: Physical Fitness and Training Module 05: Management Skills for a Sports Coach Module 06: Coaching for Popular Sports Module 07: Nutrition Concerns for Athletes Module 08: Sports Injury Prevention and Rehabilitation Module 09: Children and Parents in Sports Module 10: Women Coaches Module 11: Coaching and Ethical Practice (See full curriculum) Who is this course for? Individuals seeking to become qualified sports coaches. Professionals aiming to enhance their coaching skills and career prospects. Beginners with an interest in sports coaching. Anyone looking to improve knowledge of sports training and development. Career Path Sports Coach Athletic Trainer Sports Management Professional Fitness Coach Sports Consultant Coaching Educator Sports Development Officer Personal Trainer Youth Sports Coach

Use Pinterest To Promote Your eCommerce Store Course Overview This course is designed to provide learners with a comprehensive understanding of how to leverage Pinterest to drive traffic and sales for an eCommerce store. Participants will explore the essential elements of Pinterest marketing, from creating effective pins to utilising analytics and paid advertising strategies. The course covers best practices for designing eye-catching content, using Pinterest's tools and automation features, and incorporating rich pins to boost engagement. By the end of the course, learners will be equipped with the knowledge and skills to use Pinterest as a powerful platform to promote their online business and improve visibility in a competitive market. Course Description In this course, learners will delve into various aspects of Pinterest marketing, including the basics of pinning and creating content that resonates with target audiences. The course will explore how to use Pinterest’s features such as analytics, rich pins, and paid advertising to optimise eCommerce strategies. Learners will also understand how to create Pinterest badges and widgets, track performance metrics, and hire virtual assistants to streamline the process. By examining graphic design best practices and automation tools, participants will be able to enhance their Pinterest marketing efforts and maximise the platform’s potential for driving eCommerce growth. Use Pinterest To Promote Your eCommerce Store Curriculum Module 01: Introduction To The Course Module 02: Getting Started with Pinterest Module 03: Basics of Pinning - What You Should Know Module 04: Pinning With Your Cell Phone Module 05: Creating Pinterest Badges & Widgets Module 06: Viewing Analytics on Pinterest & Rich Pins Module 07: Tools & Automation Module 08: Hiring a Virtual Assistant to Help You With Pinterest Marketing Module 09: Paid Advertising with Your Pins Module 10: Getting Graphics Designed for Pinterest (See full curriculum) Who is this course for? Individuals seeking to promote their eCommerce store using social media. Professionals aiming to enhance their digital marketing skills. Beginners with an interest in Pinterest and eCommerce marketing. Business owners looking to increase online visibility and sales. Career Path Social Media Manager Digital Marketing Specialist Content Strategist eCommerce Manager Pinterest Marketing Expert

Customer Service Diploma Course Overview This Customer Service Diploma course provides learners with the essential skills and knowledge to excel in a customer-facing role. Covering key aspects such as customer service strategies, effective communication, and problem-solving, this course prepares individuals for a range of situations they may encounter in the customer service industry. With a focus on both interpersonal and digital communication skills, learners will gain the tools to enhance customer satisfaction and contribute to business success. By the end of the course, participants will be equipped to handle customer inquiries, complaints, and communication across various platforms effectively. Course Description The Customer Service Diploma course delves into essential aspects of customer service, including communication strategies, complaint management, and stress resilience. Learners will explore various communication channels such as telephone, email, and graphic communication, developing the ability to adapt their approach depending on the situation. Additionally, the course focuses on establishing goals, managing energy distribution, and tailoring communication styles to improve personal effectiveness. By studying these topics, participants will gain valuable skills that will empower them to thrive in customer service roles and improve both individual and organisational performance. Customer Service Diploma Curriculum Module 01: Understanding Customer Service Module 02: Focusing on the Customer Module 03: Customer Service and the Telephone Module 04: Handling Complaints Module 05: Enduring Stress Module 06: Business Communication Module 07: Verbal and Non-verbal Communication Module 08: Written Communication Module 09: Electronic Communication Module 10: Communicating with Graphics Module 11: Effectively Working for Your Boss Module 12: Identifying Goals Module 13: Effective Energy Distribution Module 14: Working with Your Personal Style Module 15: Building Your Toolbox Module 16: Establishing Your Action Plan (See full curriculum) Who is this course for? Individuals seeking to enhance their customer service skills. Professionals aiming to improve their communication and problem-solving abilities. Beginners with an interest in customer service or client relations. Those looking to pursue a career in client-facing roles across various industries. Career Path Customer Service Representative Call Centre Agent Front Desk Officer Client Relations Executive Customer Support Manager Sales Support Specialist Business Communication Specialist

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