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Dermaplaning Course What is Dermaplaning? Dermaplaning is a skin treatment that uses an exfoliating blade to skim dead skin cells and hair from your face. It's also called micro planing or blading. Dermaplaning aims to make your skin's surface smooth, youthful, and radiant. ... It's also used to remove “peach fuzz,” the short, soft hairs on your face. Course content * Health and safety * Code of practice for hygiene in beauty salons * The appearance of the therapist * Sterilisation and disinfection * Ergonomics * The environmental protection act 1990 * Safe disposal of sharps * The local authority licensing application * Types of cleaning agents * Bloodborne pathogens * Gloves * Hand washing techniques * Bloodborne pathogens policy and procedure * Skin anatomy * Skin analysis and skin types * Fitzpatrick scale * What is derma planing * Safe use of blades * Waste disposal * Sterilisation * Contraindications * Frequency of treatments * Treatment protocol * Client pre and aftercare Training kit * Facial cleanser * 3xSurgical blades * face mask Certificate You will receive an end of course certificate which is accredited by the cpd group and allows you to work on public How do Online Courses work? http://www.kbhtrainingacademy.com/online-courses Duration of Course? You will have 3 months to complete the course before it expires Will I require a model? Yes, usually 1 model is required to complete all of the required case studies. Are there video tutorials? Yes, you will have links to YouTube and training videos to watch the treatment being performed Do I Need Experience Before Booking a Course? We’re pleased to offer courses to people with lots of different experiences. However, previous experience nor qualifications are not necessary if you would like to enrol on our Course. Do you offer finance? http://www.kbhtrainingacademy.com/finance

Working at Height: Working at Height Training Course Online Our comprehensive Working at Height: Working at Height Training Course is for those who work at height or supervise those who do. You will learn about the legal obligations of employers and employees, HSE laws, personal protective equipment, and much more. In addition, the Working at Height: Working at Height Training Course demonstrates to potential employers that you are constantly developing yourself, making you a desirable candidate in the construction and maintenance sectors. This Working at Height: Working at Height Training Course covers the most common causes of falls from height, how to identify and evaluate workplace health and safety risks, and what to do in an emergency. You will also be given step-by-step instructions on implementing an effective emergency rescue plan and conducting thorough risk assessments. This Working at Height: Working at Height Training Course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. So, enrol today and start learning! Main Course: Working at Height Training Course Free Courses included with Working at Height: Working at Height Training Course: Course 01: Level 2 Health and Safety in the Workplace Training Course 02: Working in Confined Spaces Course 03: Workplace First Aid Training Special Offers of this Working at Height: Working at Height Course: This Working at Height: Working at Height Course includes a FREE PDF Certificate. Lifetime access to this Working at Height: Working at Height Course Instant access to this Working at Height: Working at Height Course 24/7 Support Available to this Working at Height: Working at Height Course [ Note: Free PDF certificate as soon as completing the Working at Height: Working at Height Training Course] Working at Height: Working at Height Training Course Online This Working at Height: Working at Height Training Course consists of 04 modules. Course Curriculum of Working at Height: Working at Height Training Course Module 01: An Overview of the Course Module 02: Risk Assessments Module 03: Preventing and Minimising Risks Module 04: Equipments Used Assessment Method of Working at Height: Working at Height Training Course After completing Working at Height: Working at Height Training Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Working at Height: Working at Height Training Course After completing the Working at Height: Working at Height Training course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Working at Height: Working at Height Training Course Online This Working at Height: Working at Height Training Course is ideal for anyone who works in a building or facility where working at heights is required. This includes the following: Windows cleaning High-level cleaning Scaffolding Construction workers Roofers Bricklayers Installation workers Requirements Working at Height: Working at Height Training Course Online To enrol in this Working at Height: Working at Height Training Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Working at Height: Working at Height Training Course. Be energetic and self-motivated to complete our Working at Height: Working at Height Training Course. Basic computer Skill is required to complete our Working at Height: Working at Height Training Course. If you want to enrol in our Working at Height: Working at Height Training Course, you must be at least 15 years old. Career path Working at Height: Working at Height Training Online This Working at Height: Working at Height Course will prepare you for a variety of career opportunities, including the following: Construction worker: £27,000 - £28,000 per annum Window cleaning: £37,000 - £40,000 per annum Firefighting: £25,000 - £27,000 per annum Roofing: £25,000 - £45,000 per annum Bricklaying: £21,000 - £37,000 per annum

Master Go programming with an in-depth course covering advanced topics such as authentication, authorization, JWT tokens, and refresh tokens. Learn how to write reliable code with effective unit testing techniques, while exploring concepts such as logging, error handling, and modularization. Build secure and scalable web applications with Go to take your coding expertise to the next level.

Employers in the United Kingdom, particularly those in the health and social care sectors, are increasingly interested in their staff having a good understanding of various mental health problems. The demand for mental health skills and resources has steadily increased over the last decade, but it has increased since COVID19. Employees and employers have placed mental health awareness at the top of their priority lists. This Level 2 Mental Health course will teach you about various aspects of mental illness and will help you improve your skills. This Level 2 Mental Healthqualification will help you to gain a thorough understanding of mental health needs and how to deal with them. The Level 2 Mental Healthcourse includes a wide range of mental health issues and how they affect individuals. You will also learn how to manage these illnesses and work with people on tackling mental health problems. Learning Outcomes After completing this Level 2 Mental Health course, the learner will be able to: Understand the fundamentals of Mental Health. Gain a solid understanding of stress, Anxiety, Phobias, Depression, Postnatal Depression and Schizophrenia. Gain in-depth knowledge about Dementia. Understand Bipolar Disorder and Eating Disorders. Understand Attention Deficit Hyperactivity Disorder (ADHD). Understand Obsessive-Compulsive Disorder (OCD). Understanding Post-Traumatic Stress Disorder ( PTSD). Why Choose Level 2 Mental Health Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. **Courses are included in this Level 2 Mental Health Course Course 01: Level 2 Mental Health Course 02: Level 3 Diploma in Healthcare Support Course 03: Level 2 Award in Awareness of Dementia **Other Benefits of Level 2 Mental Health Course Free 3 PDF Certificate Lifetime Access Free Retake Exam Tutor Support [ Note: Free PDF certificate as soon as completing the course ] Course Curriculum Module 1: Understanding Mental Health Know what is meant by mental health and mental ill-health Understand how mental health care has changed over time Understand the social context of mental ill health Understand the legal context of mental ill health Module 2: Understanding Stress Understand the term 'stress' Understand possible causes of stress Understand how stress can affect an individual Understand how stress may be managed Module 3: Understanding Anxiety Understand the terms 'anxiety' and 'panic attack' Understand possible causes of anxiety Understand how anxiety can affect the individual and others Understand how anxiety may be managed Module 4: Understanding Phobias Understand the term 'phobias' Understand the possible causes of phobia Understand how a phobia can affect the individual and others Understand how phobias may be managed Module 5: Understanding Depression Understand the term 'depression' Understand the possible causes of depression Understand how depression affects the individual and others Understand how the demands of daily life can affect depression Understand how depression can be managed Module 6: Understanding Postnatal Depression Understand the term 'postnatal depression' Understand the causes of postnatal depression Understand puerperal psychosis Understand how postnatal depression can affect the mother and others Understand how preparation for the birth can help reduce the risk of postnatal depression Understand how postnatal depression may be managed Understand how puerperal psychosis may be managed Module 7: Understanding Bipolar Disorder Understand the term 'bipolar disorder' Understand the causes of bipolar disorder Understand how bipolar disorder can affect the individual and others Understand how bipolar disorder may be managed Module 8: Understanding Schizophrenia Understand the term 'schizophrenia' Understand the causes of schizophrenia Understand how schizophrenia can affect the individual and others Understand how schizophrenia may be managed Module 9: Understanding Dementia Understand the term 'dementia' Understand the causes of dementia Understand how dementia can affect the individual and others Understand how dementia may be managed Understand factors which may adversely affect a person with dementia Module 10: Understanding Eating Disorders Understand the term 'eating disorder' Understand the causes of eating disorders Understand how an eating disorder may affect the individual and others Understand how a specific eating disorder may be managed Module 11: Understanding Attention Deficit Hyperactivity Disorder Understand the term 'ADHD' Understand the causes of ADHD Understand how ADHD can affect the individual and others Understand the symptoms associated with ADHD Understand how ADHD may be managed Module 12: Understanding Obsessive-Compulsive Disorder - OCD Understand the term 'OCD' Understand the causes of OCD Understand how OCD can affect the individual and others Understand the thoughts and behaviour associated with OCD Understand how OCD may be managed Module 13: Understanding Post-Traumatic Stress Disorder - PTSD Understand the term 'PTSD' Understand the causes of PTSD Understand how PTSD can affect the individual and others Understand the symptoms associated with PTSD Understand how PTSD may be managed -------------- **GIFT Courses: Course 01: Level 3 Diploma in Healthcare Support Module 01: Promote Personal Development in Care Settings Module 02: Promote Safeguarding and Protection in Care Settings Module 03: Promote Health, Safety and Wellbeing in Care Settings Module 04: Understand Mental Well-Being and Mental Health Promotion Module 05: Causes and Spread of Infection Module 06: Promote Communication in Care Settings Module 07: Responsibilities of a Care Worker Module 08: Promote Effective Handling of Information in Care Settings Module 09: Understand Mental Health Problems Module 10: The Principles of Infection Prevention and Control Module 11: Cleaning, Decontamination and Waste Management Module 12: Duty of Care in Care Settings Module 13: Promote Equality and Inclusion in Care Settings Module 14: Promote Person-Centred Approaches in Care Settings Module 15: Study Skills for Senior Healthcare Support Workers Module 16: Undertake Personal Hygiene Activities with Individuals Module 17: Implement Therapeutic Group Activities Module 18: Obtain a Client History Module 19: Care for the Elderly Module 20: Understand Mental Health Interventions Module 21: Understanding Suicide Interventions -------------- Course 02: Level 2 Award in Awareness of Dementia Module 01: Dementia Awareness Module 02: The Person Centered Approach to the Care and Support of Individuals with Dementia Module 03: Understand the Factors that Can Influence Communication and Interaction with Individuals who Have Dementia Module 04: Understand Equality, Diversity and Inclusion in Dementia Care Assessment Method After completing each module of the Level 2 Certificate in Awareness of Mental Health Problems, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for this course, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This Level 2 Mental Health course is ideal for anyone who wants to start a career in the mental health care sector or who already works in this field and wants to learn more about mental health awareness. Requirements There are no specific requirements for this course because it does not require any advanced knowledge or skills. Students who intend to enrol in this Level 2 Mental Health course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path If you enrol in this Level 2 Mental Health course, it could lead to a career in Education and Childcare. This is especially useful for careers like: Social Work Assistant (£12,500 to £25,000) Mental Health Nurse (£25,654 to £45,838) Psychological Wellbeing Practitioner (£25,654 to £45,838) Certificates Certificate of completion Digital certificate - Included

This course explains how huge chunks of data can be analyzed and visualized using the power of the data analyst toolbox. You will learn Python programming, advanced pivot tables' concepts, the magic of Power BI, perform analysis with Alteryx, master Qlik Sense, R Programming using R and R Studio, and create stunning visualizations in Tableau Desktop.

Welcome to the Bootcamp course. You will obtain a firm understanding of machine learning with this course. By doing so, you will be able to develop machine learning solutions for various challenges you might encounter and be prepared to start using machine learning at work or in technical interviews.

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special IT Support Technician Training Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The IT Support Technician Training Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This IT Support Technician Training Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This IT Support Technician Training Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this IT Support Technician Training? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the IT Support Technician Training there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This IT Support Technician Training course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This IT Support Technician Training does not require you to have any prior qualifications or experience. You can just enrol and start learning.This IT Support Technician Training was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This IT Support Technician Training is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Section 01: How People Use Computers The Case for Computer Literacy 00:03:00 Features Common to Every Computing Device 00:02:00 Common General-Purpose Computing Devices 00:02:00 Networks of Computing Devices 00:04:00 Remotely-Accessed Computer Systems 00:04:00 Specialized Computer Systems 00:02:00 Specialty I/O Devices 00:01:00 Section 02: System Hardware CPUs 00:03:00 Passive and Active Cooling 00:03:00 RAM and Active Memory 00:05:00 Motherboards 00:03:00 Power Supplies 00:03:00 AMA - Ask Me Anything about System Hardware 00:07:00 Section 03: Device Ports and Peripherals Ports and Connectors 00:03:00 General Use I/O Devices 00:02:00 AMA - Ask Me Anything about I/O, Ports and Peripherals 00:07:00 Section 04: Data Storage and Sharing Basics of Binary 00:04:00 Storage Technologies 00:04:00 Mass Storage Variation 00:03:00 AMA - Ask Me Anything about Data Storage and Sharing 00:07:00 Section 05: Understanding Operating Systems Operating System Functions 00:04:00 Operating System Interfaces 00:05:00 AMA - Ask Me Anything about Understanding OS's 00:05:00 Section 06: Setting Up and Configuring a PC Preparing the Work Area 00:02:00 Setting up a Desktop PC 00:01:00 Completing PC Setup 00:04:00 AMA - Ask Me Anything about Setting up and Configuring a PC 00:09:00 Section 07: Setting Up and Configuring a Mobile Device Personalizing a Tablet 00:08:00 AMA - Ask Me Anything about Mobile Devices Part 1 00:07:00 AMA - Ask Me Anything about Mobile Devices Part 2 00:07:00 Section 08: Managing Files File Management Tools 00:02:00 File Manipulation 00:06:00 Backups 00:03:00 AMA - Ask Me Anything about Managing Files 00:08:00 Section 09: Using and Managing Application Software Walking Survey of Applications 00:03:00 Managing Applications 00:03:00 Applications and Extensions 00:04:00 AMA - Ask Me Anything about Working with Applications 00:07:00 Section 10: Configuring Network and Internet Connectivity Wi-Fi Setup 00:06:00 Going High Speed 00:03:00 Setting Up and Sharing Printers 00:05:00 AMA - Ask Me Anything about Networks and Internet Connectivity Part 1 00:07:00 AMA - Ask Me Anything about Networks and Internet Connectivity Part 2 00:05:00 Section 11: IT Security Threat Mitigation Physical Security 00:05:00 Dealing with Malware 00:03:00 Password Management 00:03:00 Clickworthy 00:03:00 Perils of Public Internet 00:02:00 AMA - Ask Me Anything about IT Threat Mitigation Part 1 00:07:00 AMA - Ask Me Anything about IT Threat Mitigation Part 2 00:08:00 Section 12: Computer Maintenance and Management Power Management 00:02:00 Cleaning and Maintaining Computers 00:02:00 Trash it or Stash it? 00:02:00 AMA - Ask Me Anything about Computer Maintenance and Management 00:11:00 Section 13: IT Troubleshooting Troubleshooting 101 00:03:00 AMA - Ask Me Anything about Troubleshooting Computers Part 1 00:10:00 AMA - Ask Me Anything about Troubleshooting Computers Part 2 00:11:00 Section 14: Understanding Databases Introduction to Databases 00:06:00 Database Details 00:06:00 AMA - Ask Me Anything about Databases 00:06:00 Section 15: Developing and Implementing Software Introduction to Programming 00:04:00 Programming with a PBJ Sandwich 00:08:00 AMA - Ask Me Anything about Databases 00:06:00

Description A private cloud involves a distinct and secure cloud-based environment where only the specified client can operate the system. With the knowledge of Private Cloud, you can able to work efficiently to deploy, use, and manage VMs, applications, and other IT resources on hardware to your organization. If you want to gain mastery over cloud computing, the course is for you. The course is divided into two parts that deals with the two certifications of MCSE: Exam 70-246 and Exam 70- 247. In the Exam 70-246, you will know the basics of the cloud, cloud services, monitoring and automating responses while in the Exam 70-247 part, you will learn how to work with the cloud. In short, at first, you will learn the basic cloud concept, then you will know how to use the cloud system. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Private Cloud with System Center 2012 R2 - Complete Video Training is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Private Cloud with System Center 2012 R2 - Complete Video Training is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. System Center 2012 What is System Center 2012 FREE 00:30:00 Introducing the Cloud Discussion of Cloud Computing 00:19:00 Important Requirements 00:07:00 Working with System Center and the Infrastructure 00:05:00 Maintaining the Cloud Health 00:05:00 How Components are Integrated 00:06:00 Are You in Compliance 00:05:00 Working with the Business Cloud Examining SC 2012 VMM 00:17:00 Working with VMs with the VMM 00:11:00 Creating Clouds for Business 00:16:00 Cloud Services Looking at Service Templates and VMM Profiles 00:22:00 Web Deploy Packages 00:08:00 Server App V Introduction 00:05:00 The Data of the N Tier Application 00:05:00 What's New with VMM R2 00:07:00 Monitoring Overview of Operations Manager 00:20:00 Customize the Monitoring Operations 00:09:00 Monitoring Application Performance 00:14:00 Advanced Monitoring 00:04:00 Using Operations Manager for Applications 00:04:00 Using Operations Manager for the Network 00:11:00 Using Operations Manager for Distributed Applications 00:07:00 What's New in Operations Manager 2012 R2 00:09:00 Automating Responses Looking at Orchestrator 2012 00:08:00 Putting Orchestrator, Operations Manager, and Service Manager Together 00:15:00 What's New with Orchestrator 2012 R2 00:04:00 Managing Problems in the Private Cloud What is Problem Management 00:07:00 Using Custom Rules 00:08:00 Service Management in the Private Cloud Service Manager Introduction 00:10:00 Security Settings 00:09:00 Work Items 00:08:00 Incident Queues and Service Offerings 00:03:00 What's New with Service Manager 2012 R2 00:01:00 Cloud Protection, Recovery, and Compliance Protecting and Recovering Data for the Private Cloud 00:29:00 Overview of the Process Pack for IT GRC 00:14:00 Installing the Process Pack for IT GRC 00:06:00 Implementing an IT GRC Control Management Program 00:06:00 How to Maintain Compliance Through VMM Security Baselines with System Center 00:06:00 What's New with DPM 2012 R2 Advisor 00:03:00 SLAs, Dashboards and Widgets Configuring and Deploying Widgets and Dashboards 00:12:00 Real-Time State Using Visio 00:10:00 System Center Analytics 00:12:00 Service Level Tracking 00:05:00 Viewing SSRS and Excel to View Data 00:04:00 PerformancePoint 00:04:00 Cleaning Up System Center Databases Service Manager Groom Settings 00:08:00 View and Purge Orchestrator Runbook Logs 00:08:00 Understanding the Private Cloud Understanding the Private Cloud FREE 00:09:00 Preparing to Deploy the Cloud 00:06:00 Components of the Private Cloud 00:13:00 System Center 2012 Components 00:13:00 Using Hyper-V with VMM 00:07:00 Using VMM to Deploy the Cloud VMM Architecture 00:16:00 Install and_or Upgrade VMM 00:08:00 Host Groups 00:13:00 Understanding Security 00:06:00 Whats New with VMM R2 00:10:00 Working With the Private Cloud Infrastructure PXE and Update Servers 00:08:00 Bare Metal Hyper-V Host Servers 00:06:00 Configuring the Update Server Role 00:08:00 The Update Baseline 00:10:00 Virtual Applications Dynamic Application Deployment 00:10:00 Server Application Virtualization Overview 00:16:00 Configuring Server App-V Components 00:05:00 Sequencing and Deploying Virtual Apps 00:08:00 Components of the Private Cloud SQL Server Profiles 00:08:00 OS Profiles 00:05:00 Application Profiles 00:04:00 Hardware Profiles 00:07:00 VM Templates 00:05:00 Self-Service User Role 00:10:00 A First Business Unit Cloud What is Private Cloud Computing 00:08:00 Installing and Configuring App Controller 00:05:00 Creating and Managing Services and Service Templates 00:11:00 Changes with App Controller 2012 R2 00:01:00 Private Cloud Infrastructure Operations Manager Components 00:25:00 Upgrading 00:10:00 Notifications 00:07:00 Management Packs 00:15:00 Putting It All Together 00:06:00 What's New in Operations Manager 2012 R2 00:09:00 Monitoring the Private Cloud Using SharePoint 00:04:00 Templates for Monitoring 00:23:00 Watching a Distributed App 00:07:00 Service Management for the Cloud What is Service Manager 00:15:00 Understanding Work Items 00:19:00 Connectors 00:08:00 Notifications 00:03:00 Private Cloud Service Catalog Private Cloud Service Catalog 00:10:00 Service Level Management 00:03:00 Automation in the Private Cloud Planning DPM Deployment 00:11:00 DPM Technologies 00:07:00 Upgrading DPM 00:03:00 Configuring DPM for the Private Cloud 00:13:00 Configuring Application Protection for the Private Cloud 00:11:00 What's New with DPM 2012 R2 00:03:00 Security for the Cloud Orchestrator Architecture 00:08:00 Deployment and Configuration of Orchestrator 00:07:00 Using Runbooks 00:07:00 Using Integration Packs 00:17:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Duration 4 Days 24 CPD hours This course is intended for This class is intended for experienced developers who are responsible for managing big data transformations including: Extracting, loading, transforming, cleaning, and validating data. Designing pipelines and architectures for data processing. Creating and maintaining machine learning and statistical models. Querying datasets, visualizing query results and creating reports Overview Design and build data processing systems on Google Cloud Platform. Leverage unstructured data using Spark and ML APIs on Cloud Dataproc. Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow. Derive business insights from extremely large datasets using Google BigQuery. Train, evaluate and predict using machine learning models using TensorFlow and Cloud ML. Enable instant insights from streaming data Get hands-on experience with designing and building data processing systems on Google Cloud. This course uses lectures, demos, and hand-on labs to show you how to design data processing systems, build end-to-end data pipelines, analyze data, and implement machine learning. This course covers structured, unstructured, and streaming data. Introduction to Data Engineering Explore the role of a data engineer. Analyze data engineering challenges. Intro to BigQuery. Data Lakes and Data Warehouses. Demo: Federated Queries with BigQuery. Transactional Databases vs Data Warehouses. Website Demo: Finding PII in your dataset with DLP API. Partner effectively with other data teams. Manage data access and governance. Build production-ready pipelines. Review GCP customer case study. Lab: Analyzing Data with BigQuery. Building a Data Lake Introduction to Data Lakes. Data Storage and ETL options on GCP. Building a Data Lake using Cloud Storage. Optional Demo: Optimizing cost with Google Cloud Storage classes and Cloud Functions. Securing Cloud Storage. Storing All Sorts of Data Types. Video Demo: Running federated queries on Parquet and ORC files in BigQuery. Cloud SQL as a relational Data Lake. Lab: Loading Taxi Data into Cloud SQL. Building a Data Warehouse The modern data warehouse. Intro to BigQuery. Demo: Query TB+ of data in seconds. Getting Started. Loading Data. Video Demo: Querying Cloud SQL from BigQuery. Lab: Loading Data into BigQuery. Exploring Schemas. Demo: Exploring BigQuery Public Datasets with SQL using INFORMATION_SCHEMA. Schema Design. Nested and Repeated Fields. Demo: Nested and repeated fields in BigQuery. Lab: Working with JSON and Array data in BigQuery. Optimizing with Partitioning and Clustering. Demo: Partitioned and Clustered Tables in BigQuery. Preview: Transforming Batch and Streaming Data. Introduction to Building Batch Data Pipelines EL, ELT, ETL. Quality considerations. How to carry out operations in BigQuery. Demo: ELT to improve data quality in BigQuery. Shortcomings. ETL to solve data quality issues. Executing Spark on Cloud Dataproc The Hadoop ecosystem. Running Hadoop on Cloud Dataproc. GCS instead of HDFS. Optimizing Dataproc. Lab: Running Apache Spark jobs on Cloud Dataproc. Serverless Data Processing with Cloud Dataflow Cloud Dataflow. Why customers value Dataflow. Dataflow Pipelines. Lab: A Simple Dataflow Pipeline (Python/Java). Lab: MapReduce in Dataflow (Python/Java). Lab: Side Inputs (Python/Java). Dataflow Templates. Dataflow SQL. Manage Data Pipelines with Cloud Data Fusion and Cloud Composer Building Batch Data Pipelines visually with Cloud Data Fusion. Components. UI Overview. Building a Pipeline. Exploring Data using Wrangler. Lab: Building and executing a pipeline graph in Cloud Data Fusion. Orchestrating work between GCP services with Cloud Composer. Apache Airflow Environment. DAGs and Operators. Workflow Scheduling. Optional Long Demo: Event-triggered Loading of data with Cloud Composer, Cloud Functions, Cloud Storage, and BigQuery. Monitoring and Logging. Lab: An Introduction to Cloud Composer. Introduction to Processing Streaming Data Processing Streaming Data. Serverless Messaging with Cloud Pub/Sub Cloud Pub/Sub. Lab: Publish Streaming Data into Pub/Sub. Cloud Dataflow Streaming Features Cloud Dataflow Streaming Features. Lab: Streaming Data Pipelines. High-Throughput BigQuery and Bigtable Streaming Features BigQuery Streaming Features. Lab: Streaming Analytics and Dashboards. Cloud Bigtable. Lab: Streaming Data Pipelines into Bigtable. Advanced BigQuery Functionality and Performance Analytic Window Functions. Using With Clauses. GIS Functions. Demo: Mapping Fastest Growing Zip Codes with BigQuery GeoViz. Performance Considerations. Lab: Optimizing your BigQuery Queries for Performance. Optional Lab: Creating Date-Partitioned Tables in BigQuery. Introduction to Analytics and AI What is AI?. From Ad-hoc Data Analysis to Data Driven Decisions. Options for ML models on GCP. Prebuilt ML model APIs for Unstructured Data Unstructured Data is Hard. ML APIs for Enriching Data. Lab: Using the Natural Language API to Classify Unstructured Text. Big Data Analytics with Cloud AI Platform Notebooks What's a Notebook. BigQuery Magic and Ties to Pandas. Lab: BigQuery in Jupyter Labs on AI Platform. Production ML Pipelines with Kubeflow Ways to do ML on GCP. Kubeflow. AI Hub. Lab: Running AI models on Kubeflow. Custom Model building with SQL in BigQuery ML BigQuery ML for Quick Model Building. Demo: Train a model with BigQuery ML to predict NYC taxi fares. Supported Models. Lab Option 1: Predict Bike Trip Duration with a Regression Model in BQML. Lab Option 2: Movie Recommendations in BigQuery ML. Custom Model building with Cloud AutoML Why Auto ML? Auto ML Vision. Auto ML NLP. Auto ML Tables.