11260 Environment courses delivered Online

Explore the intricate world of Landscape Architecture with our comprehensive course, mastering design and drawing techniques. From hard and soft landscape elements to planning, legislation, and water feature design, delve into the principles and practical skills essential for shaping stunning outdoor environments. Join us to hone your expertise and embark on a rewarding journey in sustainable landscape design.

Travel Agent, Customer Service, CRM with Travel & Tourism Level 5 Online Introducing the Ultimate Travel Agent: Travel Agent Course Unlock Your Journey to Success! Are you passionate about travel and eager to turn your wanderlust into a lucrative career? Look no further! We proudly present to you the comprehensive and transformative Travel Agent: Travel Agent Course. This Travel Agent: Travel Agent Course is designed to equip you with the skills and knowledge needed to excel in the dynamic world of travel planning. Our Travel Agent: Travel Agent Course offers a meticulously crafted curriculum that covers every aspect of travel planning. From destination research and visa requirements to booking accommodations, transportation, and activities. With this Travel Agent: Travel Agent Course you will gain a comprehensive understanding of the entire travel planning process. You will learn about Travel Agent: Travel Agent Course from seasoned travel industry professionals who have walked the path you aspire to follow. Becoming a successful travel agent requires more than just knowledge of destinations and bookings. Embark on a fulfilling career that combines your love for travel with the opportunity to create life-changing experiences for others. Don't miss out on this chance to become a sought-after travel agent. Enroll in our Travel Agent, Customer Service with Travel & Tourism Course today and unlock a world of possibility. Main Course Course 01: Travel Agent Course 02: Level 5 Diploma in Travel & Tourism Free Courses included with Travel Agent, Customer Service with Travel and Tourism course. Course 01: Customer Service Level 2 Course 02: CRM (Customer Relationship Management) Course 03: Hotel Management Course 04: Time Management Course 05: Hospitality Management Special Offers of this Travel Agent, Customer Service with Travel and Tourism course: This Travel Agent, Customer Service with Travel and Tourism Course includes a FREE PDF Certificate. Lifetime access to this Travel Agent, Customer Service with Travel and Tourism Course Instant access to this Travel Agent, Customer Service with Travel and Tourism Course 24/7 Support Available to this Travel Agent, Customer Service with Travel and Tourism Course [ Note: Free PDF certificate as soon as completing Travel Agent, Customer Service, CRM with Travel and Tourism Level 5 Course] Travel Agent, Customer Service, CRM with Travel & Tourism Level 5 Course Online Industry Experts Designed this Travel Agent course into 11 detailed modules. Module 01: Introduction to Travel Agency Operations Module 02: Destination Knowledge and Sales Techniques Module 03: Travel Technology and Reservation Systems Module 04: Marketing and Promoting Travel Services Module 05: Managing Travel Business Operations Module 06: Specialisation and Niche Markets Module 07: Customer Service and Communication Skills Module 08: Group Travel and Event Planning Module 09: Travel Insurance and Risk Management Module 10: Sustainable Travel and Corporate Social Responsibility Module 11: Human Resource Management in the Travel Industry Industry Experts Designed this Level 5 Diploma in Travel & Tourism course into 18 detailed modules. Module 1: An Overview of Travel & Tourism Module 2: The Accommodation Sector: Managing for Quality Module 3: Airlines, Airports and International Aviation Module 4: Tour Operations Management Module 5: Managing Tourism Distribution Module 6: Human Resource Management in Tourism Module 7: Marketing Management for Tourism Module 8: Strategy for Tourism Module 9: Managing Finance for Tourism Module 10: The Law and Tourism Module 11: Managing Urban Tourism Module 12: Managing the Countryside for Tourism: A Governance Perspective Module 13: Site and Visitor Management at Natural Attractions Module 14: Information and Communication Technologies for Tourism Module 15: Destination Marketing and Technology Module 16: Tourism and the Environment Module 17: International Tourism: The Management of Crisis Module 18: Ethics in Tourism Management Certificate of Completion You will receive a course completion certificate for free as soon as you complete the Travel Agent, Customer Service, CRM with Travel & Tourism Level 5 Online Course. Who is this course for? Travel Agent, Customer Service, CRM with Travel & Tourism Level 5 Online This Travel Agent, Customer Service with Travel & Tourism Course is open to everyone. Special Note: Our Travel Agent, Customer Service, CRM with Travel & Tourism Level 5 Course is knowledge Based course. If You want to get qualified, you can consider following options: Level 1/Level 2 First Certificate in Travel and Tourism Level 3 Diploma in Travel and Tourism igcse travel tourism Level 1/Level 2 First Certificate in Travel and Tourism Requirements Travel Agent, Customer Service, CRM with Travel & Tourism Level 5 To enrol in this Travel Agent, Customer Service with Travel and Tourism Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Travel Agent: Travel Agent Course. Be energetic and self-motivated to complete our Travel Agent, Customer Service with Travel and Tourism Course. Basic computer Skill is required to complete our Travel Agent, Customer Service with Travel and Tourism Course. If you want to enrol in our Travel Agent, Customer Service with Travel & Tourism Course you must be at least 15 years old. Career path Travel Agent, Customer Service, CRM with Travel & Tourism Level 5 After completing our Travel Agent, Customer Service, CRM with Travel and Tourism Level 5 Course, you can easily explore various career options in the travel & tourism industry, such as: Travel Agent Tour Operator Tourism Marketing Manager Travel Counsellor Airline Customer Service Agent Travel Writer or Blogger

Midwifery and Maternity Care With Nursing: Midwifery course Online Unlock the Path to Empowering Birth Experiences with Midwifery! Are you passionate about providing compassionate care to expectant mothers and their babies through Midwifery? Do you dream of playing a vital role in creating positive birth experiences with Midwifery? Look no further! Our exclusive course on "Midwifery" is here to transform your passion into a rewarding career in Midwifery! Benefits of taking this Midwifery course Comprehensive Curriculum: Our meticulously designed course covers every aspect of Midwifery, equipping you with the knowledge and skills needed to excel in this dynamic field of Midwifery. From prenatal care and labor management to postpartum support and Health advice in pregnancy, you will gain a deep understanding of the entire childbirth continuum through Midwifery. Expert-Led Instruction: Learn from seasoned midwives who have extensive experience in delivering exceptional care to expectant mothers with Midwifery. Benefit from their expertise as they guide you through real-life scenarios, best practices, and evidence-based approaches, ensuring you develop the skills necessary for a successful Midwifery career with Midwifery. Interactive Learning Environment: Engage in a vibrant online community of aspiring midwives, fostering collaboration, networking, and knowledge exchange in Midwifery. Participate in interactive discussions, case studies, and virtual simulations that mirror real-world Midwifery scenarios, preparing you for the challenges and triumphs you will encounter in your future practice of Midwifery. Flexibility and Convenience: Our course is designed to fit seamlessly into your busy schedule of Midwifery. Access the course materials anytime, anywhere, and at your own pace. Whether you are a full-time professional, a busy parent, or a student, you can pursue your passion for Midwifery without compromising your existing commitments to Midwifery. Don't miss out on this limited-time opportunity to embark on your journey as a midwife with Midwifery. Enroll now and gain access to our comprehensive course on "Midwifery." Why choose this Midwifery and Maternity Care with Nursing: Midwifery Course from the School of Health Care? Self-paced course, access available from anywhere in the world. High-quality study materials that are easy to understand. Midwifery: Midwifery Course developed by industry experts. After each module, there will be an MCQ quiz to assess your learning. Assessment results are generated automatically and instantly. 24/7 support is available via live chat, phone call, or email. Free PDF certificate after completing the Midwifery: Midwifery Course. Main Course: Level 7 Midwifery Course Free Courses included with Midwifery: Midwifery Course: Course 01: Nursing Assistant Diploma [Note: Free PDF certificate will provide as soon as completing the Midwifery: Midwifery and Maternity Care with Nursing course] Midwifery and Maternity Care with Nursing: Midwifery course Online This Midwifery: Midwifery course consists of 25 modules. Course Curriculum of Midwifery: Midwifery course Module 01: Introduction to Midwifery Training Module 02: Preconception care Module 03: Sexual health Module 04: Antenatal care Module 05: Health advice in pregnancy Module 06: Minor disorders of pregnancy Module 07: Helping women cope with Pregnancy: complementary therapies Module 08: The Need for social support Module 09: Recognizing and managing pregnancy complications Module 10: Medical Conditions during Pregnancy Module 11: Normal labour: first stage Module 12: Pain relief: Non-pharmacological Module 13: Pain relief: pharmacological Module 14: Normal labour: second stage Module 15: Normal labour: third stage Module 16: Immediate care of the Newborn Module 17: Management of malpositions and malpresentation Module 18: High-risk labour Module 19: Emergencies during pregnancy, labour, and postnatally Maternal Module 20: Midwifery Postnatal care Module 21: Disorders of the postnatal period Module 22: Contraception Midwifery Module 23: Immediate care of the Newborn Module 24: Breastfeeding Module 25: Artificial feeding Assessment Method of Midwifery: Midwifery course After completing Midwifery and Maternity Care with Nursing: Midwifery course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Certification of Midwifery: Midwifery course After completing the Midwifery and Maternity Care with Nursing: Midwifery course, you can instantly download your certificate for FREE. Who is this course for? Midwifery and Maternity Care with Nursing: Midwifery course Online This Midwifery and Maternity Care with Nursing: Midwifery course is designed for individuals who are passionate about providing compassionate care and support to expectant mothers and their babies. It is ideal for: Aspiring Midwives Healthcare Professionals Students Professionals Seeking a Career Change Individuals with Personal Interest Our Midwifery: Midwifery course is open to individuals who are committed to providing compassionate care, empowering birth experiences, and making a positive impact on the lives of expectant mothers and their babies. Requirements Midwifery and Maternity Care with Nursing: Midwifery course Online To enrol in this Midwifery and Maternity Care with Nursing: Midwifery course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Midwifery: Midwifery course. Be energetic and self-motivated to complete our Midwifery: Midwifery course. Basic computer Skill is required to complete our Midwifery: Midwifery course. If you want to enrol in our Midwifery: Midwifery course, you must be at least 15 years old. Career path Midwifery and Maternity Care with Nursing: Midwifery course Online The Midwifery and Maternity Care with Nursing: Midwifery course opens up a range of exciting opportunities for personal and professional growth. Here are some potential career paths you can pursue: Nurse Midwife Direct-Entry Midwife Midwifery Educator International Midwifery Midwifery Contracts Home Birthing

Leadership & Management: Leadership & Management Our Level 5 Diploma in Leadership and Management for Residential Childcare course is designed to help managers and leaders gain the knowledge and skills they need to work in residential care with children in a management role. This course teaches you how to innovate and respond to a changing environment, as well as how to meet industry challenges and opportunities. Learn from expert tutors with industry experience, teaching you the latest expertise and best practice. This Level 5 Diploma in Leadership and Management for Residential Childcare course is designed for Leadership and Management for Residential Childcare professionals who are aspiring to specialise in Leadership and Management for Residential Childcare. Enrol today and take the next step toward achieving your personal and professional goals. Main Course: Level 5 Diploma in Leadership and Management for Residential Childcare Free Courses included with Level 5 Diploma in Leadership and Management for Residential Childcare (England) Course Course 01: Level 5 Child Care Training Course 02: Level 2 Safeguarding Children Training Course Course 03: Level 3 Award in Childcare and Education Course 04: Level 7 Diploma in Leadership and Management [ Note: Free PDF certificate as soon as completing the Level 5 Diploma in Leadership and Management for Residential Childcare (England) course] Leadership & Management: Leadership & Management This Level 5 Diploma in Leadership and Management for Residential Childcare course consists of 20 modules. Course Curriculum Level 5 Diploma in Leadership and Management for Residential Childcare Course Module 1: Understand children and young people’s development in residential childcare Module 2: Understand support for children and young people who are vulnerable and disadvantaged Module 3: Lead and manage a team within a residential childcare setting Module 4: Lead practice to support the safeguarding and protection of children and young people in residential childcare Module 5: Lead practice for communication and information management in residential childcare settings Module 6: Manage risk in residential childcare Module 7: Lead and manage group living in residential childcare Module 8: Lead a service that can support children or young people who have experienced harm or abuse Module 9: Lead practice to achieve positive outcomes for children and young people in residential childcare Module 10: Implement a Positive Relationship Policy in residential childcare Module 11: Lead practice to support the well-being and resilience of children and young people in residential childcare Module 12: Lead practice in safe use of digital, internet and mobile technology with children and young people Module 13: Undertake professional development in residential childcare settings Module 14: Lead practice to promote the rights, diversity and equality of children and young people in residential childcare Module 15: Lead networks and multi-agency work to benefit children and young people in residential childcare Module 16: Understand the care system and its impact on children and young people Module 17: Lead practice to support young people leaving care Module 18: Understand the context of residential childcare for children and young people with complex disabilities or conditions Module 19: Principles for leading the transition of young people with complex disabilities or conditions to adult services Module 20: Support others to understand models of disability and their effects on working practice with children and young people Assessment Method of Level 5 Diploma in Leadership and Management for Residential Childcare After completing Level 5 Diploma in Leadership and Management for Residential Childcare 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 Level 5 Diploma in Leadership and Management for Residential Childcare After completing the Level 5 Diploma in Leadership and Management for Residential Childcare (England) 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 £15. Who is this course for? Leadership & Management: Leadership & Management This Level 5 Diploma in Leadership and Management for Residential Childcare course is ideal for anyone in leadership or management within childcare. Special Note: Our Level 5 Diploma in Leadership and Management for Residential Childcare (England) Course is Knowledge based not a regulated course. To get Qualified, you may choose the following options: Level 5 Diploma in Leadership and Management for Residential Childcare (England) (RQF) Level 3 Diploma for Residential Childcare (England) (RQF) Level 5 Diploma in Leadership for Health and Social Care and Children and Young People's Services (England) (RQF) Level 3 Diploma for Residential Childcare (England) (RQF) Level 5 (NVQ) Diploma in Leadership for Health and Social Care and Children's and Young People's Services (England) Level 3 Diploma for Residential Childcare (England) (RQF) ABBE Level 6 Diploma in Residential Surveying and Valuation Level 3 Diploma for Residential Childcare (England) (RQF) Requirements Leadership & Management: Leadership & Management To enrol in this Leadership & Management: Leadership & Management Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Leadership & Management: Leadership & Management Course. Be energetic and self-motivated to complete our Leadership & Management: Leadership & Management Course. Basic computer Skill is required to complete our Leadership & Management: Leadership & Management Course. If you want to enrol in our Leadership & Management: Leadership & Management Course you must be at least 15 years old. Career path Leadership & Management: Leadership & Management With the help of this Level 5 Diploma in Leadership and Management for Residential Childcare (England) course, you will be able to seek several promising career opportunities.

End of Life Care: End of Life Care Course Online Unlock the Power of End of Life Care: End of Life Care Course: Enrol Now! Caring for people with life-threatening illnesses or in their final days requires a compassionate and proactive approach. While there are some occupational distinctions between supportive care as a Palliative Care and End of Life Care: End of Life Care professional, both play an important role in preventing, reducing, and relieving suffering in the final days of a person's journey and providing a comforting transition process. End of Life Care: End of Life Care course will teach you the essential skills and knowledge to support an individual at their end of life. Through this End of Life Care: End of Life Care course, you will learn how to plan for care, deal with difficult issues, and apply your knowledge in a practical setting. The End of Life Care: End of Life Care course will also help you improve your communication skills and understand how important it is to communicate effectively with your patients and their families. The knowledge you will gain from this End of Life Care: End of Life Care course will enable you to always put your patients' interests ahead of your own. Why choose this End of Life Care: End of Life Care Course from the School of Health Care? Self-paced End of Life Care: End of Life Care Course, access available from anywhere in the world. High-quality study materials that are easy to understand. End of Life Care: End of Life Care Course developed by industry experts. After each module, there will be an MCQ quiz to assess your learning. Assessment results are generated automatically and instantly. 24/7 support is available via live chat, phone call, or email. Free PDF certificate after completing the End of Life Care: End of Life Care Course. Main Course: End of Life Care Free Courses Course 01: Care Certificate Course 02: Social Worker Course 03: Palliative Care Course 04: Care Certificate Course 05: Level 7 Life Coaching [ Note: Free PDF certificate as soon as completing the End of Life Care: End of Life Care course] End of Life Care: End of Life Care Course Online This End of Life Care: End of Life Care Course consists of 05 modules. Learning Outcomes After completing this End of Life Care: End of Life Care Course, learner will be able to: Gain a solid understanding of how to work in end-of-life care Know how to provide support to manage pain and discomfort Gain in-depth knowledge about end-of-life care and dementia Understand the role of the care worker at the time of death Have a better understanding of loss and grief in end-of-life care By enrolling in this comprehensive End of Life Care: End of Life Care Course, you can achieve your goals and prepare for your ideal career. The course offers students an in-depth learning experience that they can complete at their own pace in order to advance their professional development Course Curriculum of Level 2 Certificate in Understanding End-of-Life Care Course Module 01: Understand how to work in end-of-life Care Module 02: Understand how to provide support to manage pain and discomfort Module 03: End-of-life care and dementia Module 04: Understanding the role of the care worker at the time of death Module 05: Understand loss and grief in end-of-life Care Assessment Method of End of Life Care: End of Life Care Course After completing End of Life Care: End of Life Care 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 End of Life Care: End of Life Care Course After completing the End of Life Care: End of Life Care 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? End of Life Care: End of Life Care Course Online This End of Life Care: End of Life Care Course is suitable for: Health and social care workers Individuals working in an adult care environment Carers and caretakers Requirements End of Life Care: End of Life Care Course Online To enrol in this End of Life Care: End of Life Care Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our End of Life Care: End of Life Care Course. Be energetic and self-motivated to complete our End of Life Care: End of Life Care Course. Basic computer Skill is required to complete our End of Life Care: End of Life Care Course. If you want to enrol in our End of Life Care: End of Life Care Course, you must be at least 15 years old. Career path End of Life Care: End of Life Care Course Online After completing this End of Life Care: End of Life Care Course, you may able to pursue a variety of promising career opportunities, such as — Social Care Workers- £28,000 (Approximately) Adult Care Worker £30,000 (Approximately) Healthcare Advisor – £27,500 (Approximately)

Duration 2 Days 12 CPD hours This course is intended for Business Analysts, Technical Managers, and Programmers Overview This intensive training course helps students learn the practical aspects of the R programming language. The course is supplemented by many hands-on labs which allow attendees to immediately apply their theoretical knowledge in practice. Over the past few years, R has been steadily gaining popularity with business analysts, statisticians and data scientists as a tool of choice for conducting statistical analysis of data as well as supervised and unsupervised machine learning. What is R ? What is R? ? Positioning of R in the Data Science Space ? The Legal Aspects ? Microsoft R Open ? R Integrated Development Environments ? Running R ? Running RStudio ? Getting Help ? General Notes on R Commands and Statements ? Assignment Operators ? R Core Data Structures ? Assignment Example ? R Objects and Workspace ? Printing Objects ? Arithmetic Operators ? Logical Operators ? System Date and Time ? Operations ? User-defined Functions ? Control Statements ? Conditional Execution ? Repetitive Execution ? Repetitive execution ? Built-in Functions ? Summary Introduction to Functional Programming with R ? What is Functional Programming (FP)? ? Terminology: Higher-Order Functions ? A Short List of Languages that Support FP ? Functional Programming in R ? Vector and Matrix Arithmetic ? Vector Arithmetic Example ? More Examples of FP in R ? Summary Managing Your Environment ? Getting and Setting the Working Directory ? Getting the List of Files in a Directory ? The R Home Directory ? Executing External R commands ? Loading External Scripts in RStudio ? Listing Objects in Workspace ? Removing Objects in Workspace ? Saving Your Workspace in R ? Saving Your Workspace in RStudio ? Saving Your Workspace in R GUI ? Loading Your Workspace ? Diverting Output to a File ? Batch (Unattended) Processing ? Controlling Global Options ? Summary R Type System and Structures ? The R Data Types ? System Date and Time ? Formatting Date and Time ? Using the mode() Function ? R Data Structures ? What is the Type of My Data Structure? ? Creating Vectors ? Logical Vectors ? Character Vectors ? Factorization ? Multi-Mode Vectors ? The Length of the Vector ? Getting Vector Elements ? Lists ? A List with Element Names ? Extracting List Elements ? Adding to a List ? Matrix Data Structure ? Creating Matrices ? Creating Matrices with cbind() and rbind() ? Working with Data Frames ? Matrices vs Data Frames ? A Data Frame Sample ? Creating a Data Frame ? Accessing Data Cells ? Getting Info About a Data Frame ? Selecting Columns in Data Frames ? Selecting Rows in Data Frames ? Getting a Subset of a Data Frame ? Sorting (ordering) Data in Data Frames by Attribute(s) ? Editing Data Frames ? The str() Function ? Type Conversion (Coercion) ? The summary() Function ? Checking an Object's Type ? Summary Extending R ? The Base R Packages ? Loading Packages ? What is the Difference between Package and Library? ? Extending R ? The CRAN Web Site ? Extending R in R GUI ? Extending R in RStudio ? Installing and Removing Packages from Command-Line ? Summary Read-Write and Import-Export Operations in R ? Reading Data from a File into a Vector ? Example of Reading Data from a File into A Vector ? Writing Data to a File ? Example of Writing Data to a File ? Reading Data into A Data Frame ? Writing CSV Files ? Importing Data into R ? Exporting Data from R ? Summary Statistical Computing Features in R ? Statistical Computing Features ? Descriptive Statistics ? Basic Statistical Functions ? Examples of Using Basic Statistical Functions ? Non-uniformity of a Probability Distribution ? Writing Your Own skew and kurtosis Functions ? Generating Normally Distributed Random Numbers ? Generating Uniformly Distributed Random Numbers ? Using the summary() Function ? Math Functions Used in Data Analysis ? Examples of Using Math Functions ? Correlations ? Correlation Example ? Testing Correlation Coefficient for Significance ? The cor.test() Function ? The cor.test() Example ? Regression Analysis ? Types of Regression ? Simple Linear Regression Model ? Least-Squares Method (LSM) ? LSM Assumptions ? Fitting Linear Regression Models in R ? Example of Using lm() ? Confidence Intervals for Model Parameters ? Example of Using lm() with a Data Frame ? Regression Models in Excel ? Multiple Regression Analysis ? Summary Data Manipulation and Transformation in R ? Applying Functions to Matrices and Data Frames ? The apply() Function ? Using apply() ? Using apply() with a User-Defined Function ? apply() Variants ? Using tapply() ? Adding a Column to a Data Frame ? Dropping A Column in a Data Frame ? The attach() and detach() Functions ? Sampling ? Using sample() for Generating Labels ? Set Operations ? Example of Using Set Operations ? The dplyr Package ? Object Masking (Shadowing) Considerations ? Getting More Information on dplyr in RStudio ? The search() or searchpaths() Functions ? Handling Large Data Sets in R with the data.table Package ? The fread() and fwrite() functions from the data.table Package ? Using the Data Table Structure ? Summary Data Visualization in R ? Data Visualization ? Data Visualization in R ? The ggplot2 Data Visualization Package ? Creating Bar Plots in R ? Creating Horizontal Bar Plots ? Using barplot() with Matrices ? Using barplot() with Matrices Example ? Customizing Plots ? Histograms in R ? Building Histograms with hist() ? Example of using hist() ? Pie Charts in R ? Examples of using pie() ? Generic X-Y Plotting ? Examples of the plot() function ? Dot Plots in R ? Saving Your Work ? Supported Export Options ? Plots in RStudio ? Saving a Plot as an Image ? Summary Using R Efficiently ? Object Memory Allocation Considerations ? Garbage Collection ? Finding Out About Loaded Packages ? Using the conflicts() Function ? Getting Information About the Object Source Package with the pryr Package ? Using the where() Function from the pryr Package ? Timing Your Code ? Timing Your Code with system.time() ? Timing Your Code with System.time() ? Sleeping a Program ? Handling Large Data Sets in R with the data.table Package ? Passing System-Level Parameters to R ? Summary Lab Exercises Lab 1 - Getting Started with R Lab 2 - Learning the R Type System and Structures Lab 3 - Read and Write Operations in R Lab 4 - Data Import and Export in R Lab 5 - k-Nearest Neighbors Algorithm Lab 6 - Creating Your Own Statistical Functions Lab 7 - Simple Linear Regression Lab 8 - Monte-Carlo Simulation (Method) Lab 9 - Data Processing with R Lab 10 - Using R Graphics Package Lab 11 - Using R Efficiently

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Duration 5 Days 30 CPD hours This course is intended for System administrators System engineers Overview By the end of the course, you should be able to meet the following objectives: Install and configure ESXi hosts Deploy and configure vCenter Use the vSphere Client to create the vCenter inventory and assign roles to vCenter users Configure vCenter High Availability Create and configure virtual networks using vSphere standard switches and distributed switches Create and configure datastores using storage technologies supported by vSphere Use the vSphere Client to create virtual machines, templates, clones, and snapshots Configure and manage a VMware Tools Repository Create content libraries for managing templates and deploying virtual machines Manage virtual machine resource use Migrate virtual machines with vSphere vMotion and vSphere Storage vMotion Create and configure a vSphere cluster that is enabled with vSphere High Availability and vSphere Distributed Resource Scheduler Manage the life cycle of vSphere to keep vCenter, ESXi hosts, and virtual machines up to date Configure and manage vSphere networking and storage for a large and sophisticated enterprise Use host profiles to manage VMware ESXi host compliance Monitor the vCenter, ESXi, and VMs performance in the vSphere client This five-day, extended hour course takes you from introductory to advanced VMware vSphere© 8 management skills. Building on the installation and configuration content from our best-selling course, you will also develop advanced skills needed to manage and maintain a highly available and scalable virtual infrastructure. Through a mix of lecture and hands-on labs, you will install, configure, and manage vSphere 7. You will explore the features that build a foundation for a truly scalable infrastructure and discuss when and where these features have the greatest effect. This course prepares you to administer a vSphere infrastructure for an organization of any size using vSphere 8, which includes VMware ESXi? 8 and VMware vCenter Server© 8. Course Introduction Introductions and course logistics Course objectives vSphere and Virtualization Overview Explain basic virtualization concepts Describe how vSphere fits in the software-defined data center and the cloud infrastructure Recognize the user interfaces for accessing vSphere Explain how vSphere interacts with CPUs, memory, networks, storage, and GPUs Install an ESXi host vCenter Management Recognize ESXi hosts communication with vCenter Deploy vCenter Server Appliance Configure vCenter settings Use the vSphere Client to add and manage license keys Create and organize vCenter inventory objects Recognize the rules for applying vCenter permissions View vSphere tasks and events Create a vCenter backup schedule Recognize the importance of vCenter High Availability Explain how vCenter High Availability works Deploying Virtual Machines Create and provision VMs Explain the importance of VMware Tools Identify the files that make up a VM Recognize the components of a VM Navigate the vSphere Client and examine VM settings and options Modify VMs by dynamically increasing resources Create VM templates and deploy VMs from them Clone VMs Create customization specifications for guest operating systems Create local, published, and subscribed content libraries Deploy VMs from content libraries Manage multiple versions of VM templates in content libraries Configure and Manage vSphere Networking Configure and view standard switch configurations Configure and view distributed switch configurations Recognize the difference between standard switches and distributed switches Explain how to set networking policies on standard and distributed switches Configure and Manage vSphere Storage Recognize vSphere storage technologies Identify types of vSphere datastores Describe Fibre Channel components and addressing Describe iSCSI components and addressing Configure iSCSI storage on ESXi Create and manage VMFS datastores Configure and manage NFS datastores Discuss vSphere support for NVMe and iSER technologies Managing Virtual Machines Recognize the types of VM migrations that you can perform within a vCenter instance and across vCenter instances Migrate VMs using vSphere vMotion Describe the role of Enhanced vMotion Compatibility in migrations Migrate VMs using vSphere Storage vMotion Take a snapshot of a VM Manage, consolidate, and delete snapshots Describe CPU and memory concepts in relation to a virtualized environment Describe how VMs compete for resources Define CPU and memory shares, reservations, and limits Recognize the role of a VMware Tools Repository Configure a VMware Tools Repository Recognize the backup and restore solution for VMs vSphere Monitoring Monitor the key factors that can affect a virtual machine's performance Describe the factors that influence vCenter performance Use vCenter tools to monitor resource use Create custom alarms in vCenter Describe the benefits and capabilities of VMware Skyline Recognize uses for Skyline Advisor Pro Deploying and Configuring vSphere Cluster Use Cluster Quickstart to enable vSphere cluster services and configure the cluster View information about a vSphere cluster Explain how vSphere DRS determines VM placement on hosts in the cluster Recognize use cases for vSphere DRS settings Monitor a vSphere DRS cluster Describe how vSphere HA responds to different types of failures Identify options for configuring network redundancy in a vSphere HA cluster Recognize the use cases for various vSphere HA settings Configure a cluster enabled for vSphere DRS and vSphere HA Recognize when to use vSphere Fault Tolerance Describe the function of the vCLS Recognize operations that might disrupt the healthy functioning of vCLS VMs ESXi Operations Use host profiles to manage ESXi configuration compliance Recognize the benefits of using configuration profiles Managing the vSphere Lifecycle Generate vCenter interoperability reports Recognize features of vSphere Lifecycle Manager Describe ESXi images and image depots Enable vSphere Lifecycle Manager in a vSphere cluster Validate ESXi host compliance against a cluster image and remediate ESXi hosts using vSphere Lifecycle Manager Describe vSphere Lifecycle Manager automatic recommendations Use vSphere Lifecycle Manager to upgrade VMware Tools and VM hardware Network Operations Configure and manage vSphere distributed switches Describe how VMware vSphere Network I/O Control enhances performance Define vSphere Distributed Services Engine Describe the use cases and benefits of vSphere Distributed Services Engine Storage Operations Describe the architecture and requirements of vSAN configuration Describe storage policy-based management Recognize components in the vSphere Virtual Volumes architecture Configure Storage I/O Control

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