ð Unlock the Power of Data with Our Machine Learning Course! ð¤ Are you ready to dive into the revolutionary world of Machine Learning? Welcome to our comprehensive course designed to equip you with the skills and knowledge needed to harness the potential of data-driven decision-making. ð Machine Learning has rapidly emerged as one of the most transformative technologies of the 21st century. From powering intelligent virtual assistants to revolutionizing healthcare diagnostics, its applications are boundless. With our expertly crafted course, you'll embark on a journey that will demystify the complexities of Machine Learning and empower you to leverage its capabilities for diverse purposes. ð¡ Why Machine Learning? In today's data-driven world, organizations across industries are seeking professionals who can extract actionable insights from vast amounts of data. Machine Learning offers the tools and techniques necessary to analyze complex datasets, identify patterns, and make predictions with unprecedented accuracy. By mastering Machine Learning, you'll gain a competitive edge in the job market and position yourself as a valuable asset to any organization. ð What You'll Learn: Our Machine Learning course covers a wide array of topics, including: Fundamentals of Machine Learning algorithms Supervised, unsupervised, and reinforcement learning techniques Data preprocessing and feature engineering Model evaluation and validation Deep learning and neural networks Practical applications and case studies With hands-on projects and real-world examples, you'll not only understand the theory behind Machine Learning but also gain practical experience in implementing algorithms and solving complex problems. Whether you're a beginner or an experienced data professional, our course is tailored to accommodate learners of all levels. ð Who is this for? Our Machine Learning course is ideal for: Aspiring data scientists and analysts Software engineers looking to transition into Machine Learning roles Business professionals seeking to leverage data for strategic decision-making Students and academics interested in exploring the forefront of technology No matter your background or experience level, our course provides a solid foundation in Machine Learning principles and techniques, setting you on the path to success in this rapidly evolving field. ð Career Path: By mastering Machine Learning, you'll open doors to a myriad of exciting career opportunities, including: Data Scientist Machine Learning Engineer AI Researcher Business Intelligence Analyst Data Engineer With the demand for Machine Learning professionals on the rise, employers are actively seeking individuals with the skills and expertise to drive innovation and deliver impactful solutions. Whether you're looking to advance your current career or embark on a new professional journey, our course will equip you with the tools and knowledge needed to thrive in today's competitive job market. ð¼ FAQ: Q: Is prior programming experience required to enroll in the course? A: While prior programming experience can be beneficial, our course is designed to accommodate learners of all backgrounds. We provide comprehensive tutorials and resources to help you grasp the fundamentals of programming and get started with Machine Learning. Q: How long does it take to complete the course? A: The duration of the course varies depending on your pace and level of commitment. On average, most learners complete the course within 3 to 6 months. However, you have the flexibility to study at your own pace and revisit materials as needed. Q: Are there any prerequisites for enrolling in the course? A: While there are no strict prerequisites, familiarity with basic mathematics, statistics, and programming concepts can be advantageous. We provide supplementary materials and support to help you build the necessary foundation for success in the course. Q: Will I receive a certificate upon completion of the course? A: Yes, upon successfully completing the course requirements, you'll receive a certificate of completion that validates your proficiency in Machine Learning concepts and techniques. This certificate can enhance your credentials and demonstrate your expertise to potential employers. Q: How does the course structure accommodate working professionals? A: Our course offers flexible scheduling options, allowing you to balance your studies with your professional and personal commitments. With on-demand access to course materials and resources, you can learn at your own convenience and progress at a pace that suits your lifestyle. Don't miss out on the opportunity to unlock your full potential with our Machine Learning course! Enroll today and embark on a transformative journey that will shape the future of your career. ð⨠Course Curriculum Module 1_ Introduction to Machine Learning Introduction to Machine Learning 00:00 Module 2_ Linear Regression Linear Regression 00:00 Module 3_ Logistic Regression Logistic Regression 00:00 Module 4_ Decision Trees and Random Forests Decision Trees and Random Forests 00:00 Module 5_ Support Vector Machines (SVMs) Support Vector Machines (SVMs) 00:00 Module 6_ k-Nearest Neighbors (k-NN) k-Nearest Neighbors (k-NN) 00:00 Module 7_ Naive Bayes Naive Bayes 00:00 Module 8_ Clustering Clustering 00:00 Module 9_ Dimensionality Reduction Dimensionality Reduction 00:00 Module 10_ Neural Networks Neural Networks 00:00
Uncover Earth's Secrets with Our Geology Course ð Are you ready to embark on an exciting journey deep into the heart of our planet? Look no further than our comprehensive Geology course! ðï¸ Delve into the mysteries of Earth's formation, its dynamic processes, and the incredible forces that shape our world every day. Why Choose Our Geology Course? ð Explore the Wonders of the Earth: Geology isn't just about rocks and minerals-it's a captivating study of the Earth's history, its landscapes, and the fascinating stories written in its layers. ð Discover Hidden Treasures: Uncover the secrets hidden beneath the surface as you learn about the forces of erosion, tectonic plate movements, volcanic activity, and so much more. ð Expert Guidance: Our course is crafted by seasoned geologists and educators who are passionate about sharing their knowledge and expertise with you. Get ready for an immersive learning experience! ð Hands-on Learning: From field trips to virtual simulations, our course offers hands-on experiences that bring geology to life. Whether you're studying the formation of mountains or examining fossils, you'll have the opportunity to get up close and personal with Earth's wonders. ð¡ Practical Applications: Geology isn't just an academic pursuit-it's a field with real-world applications. Gain insights into how geological knowledge is used in industries such as mining, environmental conservation, and natural resource management. Who is this for? Our Geology course is perfect for: Students: Whether you're studying earth sciences, geography, or simply have a passion for understanding the world around you, our course will deepen your understanding of the Earth's processes. Professionals: Are you working in fields such as environmental science, civil engineering, or resource exploration? Our Geology course provides valuable insights that can enhance your expertise and career prospects. Curious Minds: If you've ever looked at a mountain or a rock formation and wondered about its story, this course is for you! Geology is a fascinating subject that appeals to anyone with a sense of curiosity about the natural world. Career Path A Geology course opens doors to a wide range of exciting career opportunities, including: ðï¸ Environmental Consultant: Help businesses and organizations navigate environmental regulations and assess the impact of human activities on natural landscapes. ï¸ Geologist: Work in fields such as mineral exploration, oil and gas extraction, or geological surveys, contributing to our understanding of Earth's resources and structures. ð¿ Environmental Scientist: Study the interactions between human activities and the natural environment, working to protect ecosystems and promote sustainability. ð Park Ranger: Combine your love of the outdoors with your knowledge of geology by working in national parks or protected areas, educating visitors and preserving natural landscapes. ð Data Analyst: Analyze geological data to identify patterns, trends, and potential risks, contributing to informed decision-making in various industries. FAQ Q: Is this course suitable for beginners? A: Absolutely! Our Geology course is designed to accommodate learners of all levels, from beginners to advanced students. Our instructors provide clear explanations and support to help you grasp the fundamentals of geology. Q: What materials do I need for this course? A: All you need is a curious mind and a passion for exploring the natural world! While specific materials may vary depending on the course format, we'll provide you with everything you need to succeed, whether it's textbooks, online resources, or field trip equipment. Q: Can I take this course online? A: Yes! Our Geology course offers both in-person and online learning options to accommodate your schedule and preferences. Experience the thrill of discovery from the comfort of your own home or join us in the field for hands-on exploration-it's up to you! Q: Will this course help me find a job in the field of geology? A: While completion of our Geology course is not a guarantee of employment, it provides valuable knowledge and skills that can enhance your career prospects in geology-related fields. Networking opportunities, practical experience, and a solid understanding of geological principles can help you stand out to potential employers. Enroll Today and Uncover the Secrets of the Earth! Don't miss out on the opportunity to explore the wonders of geology and gain a deeper appreciation for the world beneath your feet. Enroll in our Geology course today and embark on a journey of discovery that will expand your horizons and ignite your passion for the natural world! ð Course Curriculum Module 1 Introduction to Geology. Introduction to Geology. 00:00 Module 2 Earths Structure and Plate Tectonics. Earth_s Structure and Plate Tectonics. 00:00 Module 3 Surface Processes and Landscape Evolution. Surface Processes and Landscape Evolution. 00:00 Module 4 Earths Interior and Geophysical Processes. Earth_s Interior and Geophysical Processes. 00:00 Module 5 Earth Materials and Minerals. Earth Materials and Minerals. 00:00 Module 6 Geological Time and Earth_s History. Geological Time and Earth_s History. 00:00
Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now With a single payment you will gain access to Learning Computers and Internet Level 2 including 10 Career development courses, original hardcopy certificate, transcript and a student ID card which will allow you to get discounts on things like music, food, travel and clothes etc. Learn the basics of Computer Operations and make sure your career prospects and social interactions are in the 21st Century. Don't feel left behind in the changing world of technology. By taking this innovative course, you'll soon become skilled in using the Internet and your online device. This Learning Computers and Internet Level 2course provides all the information and tips that you will need to go online and gather new skills to boost your career and lifestyle. You will be taught a multitude of abilities, including accessing the Cloud, fixing files, stopping viruses, customising your keyboard, and so much more. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Learning Computers and Internet Level 2 will provide you with the CPD certificate that you'll need to succeed. Gain experience online and interact with experts. This can prove to be the perfect way to get noticed by a prospective employer and stand out from the crowd. Learning Computers and Internet Level 2 has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take Learning Computers and Internet Level 2 is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Benefits you'll get choosing Apex Learning for this Learning Computers and Internet Level 2: One payment, but lifetime access to 11 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Gain valuable knowledge without leaving your home What other courses are included with this Learning Computers and Internet Level 2? Level 2 Microsoft Office Essentials Microsoft Teams Leadership & Management Diploma Working from Home Essentials Mental Health and Working from Home Online Meeting Management Effective Communication Skills Time Management Report Writing Emotional Intelligence and Human Behaviour Course Curriculum of Learning Computers and Internet Level 2 Module 01 : Computer Operating and Troubleshooting What is an Operating System Configuring the Operating System What is an Application Using Control Panel Hardware and Peripherals Storage Connectivity Devices Network Components Software and Concepts Licensing Using Software Software Tools Software Hardware, Devices, and Peripherals Backup and Restore Module 02 : Internet and Computing - Key Applications Application Features Working with Word Processing Working with Spreadsheets Making a Presentation Databases Collaboration Module 03 : Internet and Computing - Tools & Networking Course Introduction Web Browsers Networking Terminology E-mail Communicating in the Modern World Protecting Yourself Web Searching Protecting Yourself Module 04 : Windows 8 for PC Identify Components of a Personal Computer IPU Sign In to Windows 8 Signing In to Windows 8 and Managing Tiles Navigate the Start Screen Using the Account ID Menu Access and Identify the Charms Viewing the Charms Modern Apps and Common Navigation Features Navigating a Modern App Multitasking with Apps Working with Multiple Apps Navigate the Desktop IPU Navigating The desktop Manage Files and Folders with File Explorer IPU Managing Files and Folders Elements of a Desktop Window Working with the Elements of a Desktop Window Creating and Modifying Files with Wordpad Printing a Document Navigate Internet Explorer 10 Navigating Internet Explorer 10 Browse the Web Using Internet Explorer and Share Customize the Start Screen Creating Groups on the Start Screen Changing PC Setting Customize the Desktop IPU Personalizing the Desktop Set Privacy Levels and Passwords Changing Your Password Use Windows Defender IPU Changing Windows Defender Settings Store and Share Files with SkyDrive Module 05 : Windows 10 - New Developments What Makes Windows 10 Different? Primary Feature Overview Navigating and Using Windows 10 Module 06 : Cyber Security Awareness Course Overview Types of Security Threats Social Engineering Identity Theft Data Classification Types of Classifications Protecting Your Digital Information Password Management Malware Software Detection Security from End-to-End Secure E-mail Use Secure Web Browsing Piracy Security Policies Moving Forward How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery inside the U.K. is Free. International students have to pay a £3.99 postal charge. CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? There is no experience or previous qualifications required for enrolment on this Learning Computers and Internet Level 2. It is available to all students, of all academic backgrounds. Requirements There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various CPD certificate will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Computer Operating and Troubleshooting) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.
Gain a thorough grasp of time series analysis and its effects, as well as practical tips on how to apply machine learning methods and build RNNs. Learn to train RNNs efficiently while taking crucial concepts such as overfitting and underfitting into account. The course offers a useful, hands-on manner for learning Python methods and principles.
Artificial Intelligence (AI) is the most disruptive technology since the internet came onto the scene. AI is transforming every aspect of how we manage projects from developing a business case, to planning the work, managing risk, and tracking performance. Because the technology and market are moving so fast, it can be difficult to know how to start using AI on projects. Generative AI for Project Management will engage you with diverse Generative AI tools to start, plan, and manage either your own project or a generic case study. We will embrace a tool agnostic approach to adopting, integrating, and scaling Generative AI without compromising data or trust. You will have hands-on practice utilizing AI tools to optimize your time and your outcomes. You will be accessing a variety of AI tools requiring you to register for a free account. A computer is required for all traditional classroom deliveries. None At the end of this program, you will be able to: Define essential terms and concepts related to artificial intelligence (AI) Illustrate how prompts facilitate interaction with Generative AI Recognize the capabilities of Large Language Models Craft prompts to develop project origination documents Create prompts to assist in planning a project Develop user stories with Generative AI Analyze project performance using Generative AI Identify the limitations of Generative AI Identify the risks associated with using Generative AI Articulate the need for governance and ethics when establishing an AI program in an organization Course Overview Getting Started Foundation Concepts Understanding essential terms and concepts related to AI Exploring various Generative AI Models Understanding Prompts Creating Prompts for Project Startup Prompts for starting a project Prompts for planning a project Best Practices for prompt engineering Creating Prompts for Managing Projects Creating agile user stories Measuring project performance Analyzing a schedule Using Generative AI Responsibly Limitations of AI Models Establishing an AI governance framework Future trends and next steps Summary and Next Steps
Duration 5 Days 30 CPD hours This course is intended for Tier 1 Operators, administrators, and architects for VMware Horizon Overview By the end of the course, you should be able to meet the following objectives: Recognize the features and benefits of VMware Horizon Define a use case for your virtual desktop and application infrastructure Use vSphere to create VMs to be used as desktops for VMware Horizon Create and optimize Windows VMs to create VMware Horizon desktops Install and Configure Horizon Agent on a VMware Horizon desktop Configure, manage, and entitle desktop pools of full VMs Configure and manage the VMware Horizon Client systems and connect the client to a VMware Horizon desktop Configure, manage, and entitle pools of instant-clone desktops Create and use Remote Desktop Services (RDS) desktops and application pools Monitor the VMware Horizon environment using the VMware Horizon Console Dashboard and Horizon Help Desk Tool Identify VMware Horizon Connection Server installation, architecture, and requirements Describe the authentication and certificate options for the VMware Horizon environment Recognize the integration process and benefits of Workspace ONE Access⢠and Horizon 8 Compare the remote display protocols that are available in VMware Horizon Describe the 3D rendering options available in Horizon 8 Discuss scalability options available in Horizon 8 Describe different security options for the Horizon environment This five-day course gives you the hands-on skills to deliver virtual desktops and applications through a single virtual desktop infrastructure platform. You build on your skills in configuring and managing VMware Horizon© 8 through a combination of lecture and hands-on labs. You learn how to configure and deploy pools of virtual machines and how to provide a customized desktop environment to end-users. Additionally, you learn how to install and configure a virtual desktop infrastructure platform. You learn how to install and configure VMware Horizon© Connection Server?, VMware Unified Access Gateway?, how to configure a load balancer for use with Horizon, and how to establish Cloud Pod Architecture. Course Introduction Introductions and course logistics Course objectives Introduction to VMware Horizon Recognize the features and benefits of Horizon Describe the conceptual and logical architecture of Horizon Introduction to Use Case Convert customer requirements to use-case attributes Define a use case for your virtual desktop and application infrastructure vSphere for VMware Horizon Explain basic virtualization concepts Use VMware vSphere© Client? to access your VMware vCenter System and VMware ESXi? hosts Create a Windows virtual machine using vSphere Create Windows Desktops Outline the steps to install Horizon Agent on Windows virtual machines Install Horizon Agent on a Windows virtual Machine Optimize and prepare Windows virtual machines to set up Horizon desktop VMs Create Linux Desktops Create a Linux VM for Horizon Install Horizon Agent on a Linux virtual machine Optimize and prepare Linux virtual machines to set up Horizon desktop VMs Creating and Managing Desktop Pools Identify the steps to set up a template for desktop pool deployment List the steps to add desktops to the VMware Horizon© Connection Server? inventory Compare dedicated-assignment and floating-assignment pools Outline the steps to create an automated pool Define user entitlement Explain the hierarchy of global, pool-level, and user-level policies VMware Horizon Client Options Describe the different clients and their benefits Access the Horizon desktop using various Horizon clients and HTML Configure integrated printing, USB redirection, and the shared folders option Configure session collaboration and media optimization for Microsoft Teams Creating and Managing Instant-Clone Desktop Pools List the advantages of instant clones Explain the provisioning technology used for instant clone desktop pools Set up an automated pool of instant clones Push updated images to instant clone desktop pools Creating RDS Desktop and Application Pools Explain the difference between an RDS desktop pool and an automated pool Compare and contrast an RDS session host pool, a farm, and an application pool Create an RDS desktop pool and an application pool Access RDS desktops and application from Horizon Client Use the instant clone technology to automate the build-out of Remote Desktop Session Host farms Configure load-balancing for RDSHs on a farm Monitoring VMware Horizon Monitor the status of the Horizon components using the Horizon Administrator console dashboard Monitor desktop sessions using the HelpDesk tool Monitor the performance of the remote desktop using the Horizon Performance Tracker Horizon Connection Server Recognize the VMware Horizon reference architecture Identify the Horizon Connection Server supported features Identify the recommended system requirements for Horizon Connection Server Configure the Horizon event database Outline the steps for the initial configuration of Horizon Connection Server Discuss the AD LDS database as a critical {an important component?} component of the Horizon Connection Server installation Horizon Protocols Compare the remote display protocols that are available in VMware Horizon Describe the BLAST Display Protocol Codecs Summarize the BLAST Codec options List the ideal applications for each BLAST codec Describe the BLAST and PCoIP ADMX GPO common configurations Graphics in Horizon Describe the 3D rendering options available in Horizon 8 Compare vSGA and vDGA List the steps to configure graphics cards for use in a Horizon environment Securing Connections: Network Compare tunnels and direct connections for client access to desktops Discuss the benefits of using Unified Access Gateway List the Unified Access Gateway firewall rules Configure TLS certificates in Horizon Securing Connections: Authentication Compare the authentication options that Horizon Connection Server supports Restrict access to the Horizon remote desktops using restricted entitlements Describe the smart card authentication methods that Horizon Connection Server supports Explain the purpose of permissions, roles, and privileges in VMware Horizon Create custom roles Horizon Scalability Describe the purpose of a replica connection server Explain how multiple Horizon Connection Server instances in a pod maintain synchronization List the steps to configure graphics cards for use in a Horizon environment Configure a load balancer for use in a Horizon environment Explain Horizon Cloud Pod Architecture LDAP replication. Explain Horizon Cloud Pod Architecture scalability options Horizon Cloud and Universal Broker Recognize the features and benefits of Horizon Cloud Service Use Universal broker to connect to a Horizon Cloud instance Configure and pair the Horizon Cloud Connector appliance with Horizon Connection Server Workspace ONE Access and Virtual Application Management Recognize the features and benefits of Workspace ONE Access Explain identity management in Workspace ONE Access Explain access management in Workspace ONE Access Describe the requirements to install and configure True SSO in a Horizon environment Describe the Workspace ONE Access directory integration Deploy virtual applications with Workspace services Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Horizon: Deploy and Manage [V8.8] training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the VMware Horizon: Deploy and Manage [V8.8] course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
This course focuses on the beginner-level concepts of cloud computing in two different arenas. The first part is to explore the world of database technologies or DBaaS (Database as a Service) and the second part revolves around IaaS (Infrastructure as a Service) model.
In this self-paced course, you will learn how to use TensorFlow 2 to build deep neural networks. You will learn the basics of machine learning, classification, and regression. We will also discuss the connection between artificial and biological neural networks and how that inspires our thinking in deep learning.