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Logic Pro X Instrument Plugins & VSTs Training Course Overview Are you looking to begin your logic instruments career or want to develop more advanced skills in logic instruments? Then this logic pro X instrument plugins & VSTs online training course will set you up with a solid foundation to become a confident musician and help you to develop your expertise in logic instruments. This logic pro X instrument plugins & VSTs online training course is accredited by the CPD UK & IPHM. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this logic pro X instrument plugins & VSTs online training course will set you up with a solid foundation to become a confident musician and develop more advanced skills. Gain the essential skills and knowledge you need to propel your career forward as a musician. The logic pro X instrument plugins & VSTs online training course will set you up with the appropriate skills and experience needed for the job and is ideal for both beginners and those currently working as a musician. This comprehensive logic pro X instrument plugins & VSTs online training course is the perfect way to kickstart your career in the field of logic instruments. This logic pro X instrument plugins & VSTs online training course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. If you're interested in working as a musician or want to learn more skills on logic instruments but unsure of where to start, then this logic pro X instrument plugins & VSTs online training course will set you up with a solid foundation to become a confident musician and develop more advanced skills. As one of the leading course providers and most renowned e-learning specialists online, we're dedicated to giving you the best educational experience possible. This logic pro X instrument plugins & VSTs online training course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. Who should take this course? This comprehensive logic pro X instrument plugins & VSTs online training course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of logic instruments. Entry Requirement There are no academic entry requirements for this logic pro X instrument plugins & VSTs online training course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Career path This logic pro X instrument plugins & VSTs online training course opens a brand new door for you to enter the relevant job market and also provides you with the chance to accumulate in-depth knowledge at the side of needed skills to become flourishing in no time. You will also be able to add your new skills to your CV, enhance your career and become more competitive in your chosen industry. Course Curriculum Introduction & Necessary Bits Introduction Resources What is an 'Instrument' in Logic Pro X Quick Help Functionality With Instruments Setting up Controller Assignments Option Click Quick Wins with logic Pro Instruments Copy and Adapt Any Commercial Sound into Your Own Instrument Create Endless Drum Groove Variations Create Waveforms From Your Voice in Retro Synth Modulate Anything in Any Instrument Turn Drums into Chords Introduction to Synthesis & Sound Production Introduction to Synthesis: Oscillation Introduction to Synthesis: Filters Introduction to Synthesis: Envelopes Introduction to Synthesis: Modulation Introduction to Synthesis: Advanced Concepts logic Pro Synthesizers ESM - Monophonic Bass Synth ESE - Polyphonic Synth ESP Assignment: ESP Sound Building ES1 - Part 1 ES1 - Part 2 EFM - Frequency Modulation Synthesizer Retro Synth - Part 1: Analog Page Retro Synth - Part 2: Sync, Table & FM Pages ES2 Part 1: Oscillators ES2 Part 2: Filter & Effects ES2 Part 3: Modulation & Envelopes ES2 Part 4: Vector Envelope, XY Pad, Global & Macro EXS24 Sampler Part 1: Introduction EXS24 Sampler Part 2: Parameters Window EXS24 Sampler Part 3: Importing & Zones EXS24 Sampler Part 4: Groups EXS24 Sampler Part 5: Multiple Samples & Multiple Outputs EVOC PS - Vocoder Synth Alchemy Course Introduction Browse and Simple View Advanced View Filters, Sends and Voices Modulation MSEG - Multistage Envelope Generator Sequencer Mod Map Arpeggiator Effects Library Management Should You Go Further With Alchemy Advance Alchemy Sampling Preparing Your Own Samples Sampling Basics Additive Granular Spectral Formant Sculpture Introduction to Sculpture Objects and Material Modulation in Sculpture Envelopes MIDI Controllers, Morph and Envelope Recording logic Pro Vintage Modelled Instruments Vintage Electric Piano Vintage Clavinet Vintage B3 Hammond Organ Part 1: Main Window Vintage B3 Hammond Organ Part 2: Rotor Cabinet Vintage B3 Hammond Organ Part 3: Options Vintage B3 Hammond Organ Part 4: Effects & Expert View logic Pro X Drums Drum Kits vs Drummers Drummer Drum Kit Designer Drum Machine Designer Ultrabeat Part 1: Overview & Assignments Panel Ultrabeat Part 2: Synthesizer Window Ultrabeat Part 3: Oscillator Types Ultrabeat Part 4: Modulation Ultrabeat Part 5: Sequencer Build A Sound Introduction Understanding 'Archetypal' Sounds: Envelopes Understanding 'Archetypal' Sounds: Waveforms The Design Process Recognised Accreditation CPD Certification Service This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Certificate of Achievement Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

Duration 4 Days 24 CPD hours This course is intended for Technical professionals with basic system administration skills and operators responsible for managing virtual machines using VMware ESXi™ and VMware vCenter Server Overview By the end of the course, you should be able to meet the following objectives: Describe virtualization and virtual machines Describe vSphere components and the software-defined data center (SDDC) Explain the concepts of server, network, and storage virtualization Monitor network and datastore configurations in VMware vSphere Client™ Deploy, configure, and clone virtual machines Migrate, monitor, and manage virtual machines Monitor tasks and events in VMware vSphere Client™ Recognize how vSphere DRS and VMware vSphere High Availability improve performance and availability of a vSphere cluster This three-day, hands-on training course is an introduction to VMware vSphere©. In this course, you acquire the skills needed to perform Day 2 operational tasks that are typically assigned to the roles of operator or junior administrator in a vSphere environment. Course Introduction Introductions and course logistics Course objectives Virtualization and vSphere Concepts Describe how virtual machines (VMs) work Recognize the purpose of a hypervisor Describe how VMs share resources in a virtualized environment Recognize the components of an SDDC Describe the relationship between vSphere, the SDDC, and cloud computing Recognize the functions of the components in a vSphere environment Access and view vSphere graphical user interfaces Identify VMware solutions that integrate with vSphere in the SDDC Navigating the vSphere Client View and organize the inventory objects managed by vCenter Server Add and assign vSphere licenses Change the log level of vCenter Server Edit the startup policy of ESXi services Describe how vCenter Server roles and permissions work Add permissions to virtual machines Lifecycle of Virtual Machines Add and remove VM virtual hardware components Identify the purpose of different VM files Configure VM settings Create and delete virtual machines Recognize the benefits of installing VMware Tools? Install VMware Tools into a guest operating system Upgrade VMware Tools and VM hardware compatibility vSphere Networking Describe virtual networking Recognize ways that virtual switches connect VMs and ESXi hosts to the network View components and properties of a vSphere standard switch configuration View a vSphere distributed switch configuration in vSphere Client Recognize when and how to use the settings for the security networking policy Recognize when and how to use the settings for the traffic shaping networking policy Describe how the NIC teaming and failover policy helps maintain network connectivity Perform basic checks to diagnose VM connectivity issues vSphere Storage Describe the function of a datastore Recognize types of vSphere datastores View datastore information in vSphere Client Monitor datastore usage in vSphere Client Virtual Machine Management Recognize the benefits of using VM templates Create and update a VM template Deploy a VM from an existing template Clone a virtual machine Recognize how to use guest OS customization specifications Deploy VMs from a content library Deploy a virtual appliance from an OVF template Perform a hot and cold migrations of VMs Identify requirements for using VMware vSphere© Storage vMotion© Perform a vSphere Storage vMotion migration Identify use cases for VM snapshots Create and manage snapshots of a virtual machine Resource Monitoring Recognize the purpose of each type of VM resource control Configure the resource allocation settings of a VM Observe the behavior of virtual machines with different share values Manage and acknowledge vSphere alarms Use performance charts to monitor VM CPU and memory usage Monitor tasks and events in vSphere Client vSphere Clusters View information about the services that a vSphere cluster offers Recognize how vSphere HA responds to different types of failures Monitor vSphere HA during a host failure Describe how vSphere DRS works Interpret DRS scores given to VMs Recognize how to apply the appropriate vSphere DRS automation and migration threshold levels Describe how vSphere Fault Tolerance works Recognize how Enhanced vMotion Compatibility works Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Data Center Virtualization: Core Technical Skills 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 Data Center Virtualization: Core Technical Skills 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.

Using Blueprints in UE5, you can learn game development without coding. This beginner-friendly course will teach you how to use Unreal Engine's visual coding system. There is no prior experience required, and each lesson will gradually increase your knowledge.

Super Saver Offer; Save Now- £401! Offer Ends Soon; Hurry Up!! Are you looking to improve your current abilities or make a career move? Our unique Course might help you get there! Expand your expertise with high-quality training - study the course and get an expertly designed, great value training experience. Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through the online training course. This Diploma in Piping & Instrumentation Diagram (P&ID) Training at QLS Level 5 course is endorsed by The Quality Licence Scheme and accredited by CPD (with 150 CPD points) to make your skill development and career progression related to Piping & Instrumentation Diagram (P&ID) substantial and easier than ever! The Piping & Instrumentation Diagram (P&ID) course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the course, you will receive an instant e-certificate as proof of the comprehensive skill development and competency. Add these amazing new skills to your resume and boost your employability by simply enroling on this course. With this comprehensive course, you can achieve your dreams and train for your ideal career. The Piping & Instrumentation Diagram (P&ID) course provides students with an in-depth learning experience that they can work through at their own pace to enhance their professional development. You'll get a Free Student ID card by enroling in this course. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. Enroling on the course will ensure that you land your dream career faster than you thought possible. Stand out from the crowd and train for the job you want with the program. Experts created the Piping & Instrumentation Diagram (P&ID) course to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the course materials. Then, from any internet-enabled device, access the course materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! Why Prefer this Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standard-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full 24/7 tutor support *** Course Curriculum *** INTRODUCTION Introduction ABOUT P&ID's What's a P&ID ? Why is a P&ID so important ? Who uses P&ID's ? How do P&ID's look like ? INTRODUCTION TO P&ID READING Introduction- PID READING Anatomy of a P&ID The title block The drawing scale The grid system The revision block Changes Notes and legends BASIC P&ID SYMBOLS Valve symbols Valve actuator symbols Control valve designations Standards and conventions for valve status Process equipment symbols Piping symbols Pipe fitting symbols Isolating, venting & draining symbols for ease of maintenance Instrumentation Sensing devices and detectors Location symbols Modifiers and transmitters Indicators and recorders Controllers LET'S GET SOME PRACTICE : BASIC P&ID SYMBOLS Example #1 : Identifying process equipment and flow paths Example #2 : Identifying valve position and failure mode Example #3 : Identifying the symbols P&ID DESIGNATION CODES Piping designation code Equipment designation code Instrument designation code Miscellaneous designation codes THE IMPORTANCE OF PROCESS CONTROL The process Process control CONTROL THEORY BASICS The control loop Process control terms BASIC PROCESS CONTROL SYSTEMS (BPCS) Control loops : Feedback control Pressure control loops Flow control loops Level control loops Temperature control loops Multi-variable loops Feedforward control Feedforward + Feedback Cascade control Split range control Operations on control signals Ratio control Batch control Selective control ADVANCED PROCESS CONTROL Do we need to control at all ? Principles of equipment-wise control Pipe control system Control of a single pipe Control of pressure in a pipe Control of flow in a pipe Flow merging Flow splitting Centrifugal pump control Control valve vs Variable Frequency Drive (VFD) for centrifugal pumps Minimum flow control for centrifugal pumps Positive displacement pump control Control by a recirculation pipe for PD pumps Variable Speed Drive (VSD) control for PD pumps Control by stroke adjustment for PD pumps Compressor control system Compressor capacity control Compressor anti-surge control Heat transfer equipment control Heat exchanger direct control system Heat exchanger bypass control system Reactor temperature control Air cooler control Heat exchanger for heat recovery Heat exchanger back pressure control Basic fired heater control Complex fired heater control Container and vessel control Container blanket gas control SAFETY INSTRUMENTED SYSTEMS (SIS), INTERLOCKS AND ALARMS Safety strategies Concept of Safety Instrumented Systems (SIS) SIS actions and types SIS extent SIS requirement Anatomy of a SIS SIS element symbols SIS primary elements : Sensors SIS final elements Switching valve actuator arrangements Valve position validation Merging a switching valve and a control valve SIS logics Showing safety instrumented functions on P&ID's Discrete control Alarm system Anatomy of alarm systems Alarm requirements Alarm system symbology in P&ID's Concept of common alarms Fire and Gas Detection Systems (FGS) Electric motor control P&ID representation of commands and responses P&ID representation of inspection and repair P&ID example of electro-motor control P&ID EXAMPLES : LET'S GET SOME PRACTICE example #1 : Legend and specifications example #2 : Hydrogen delivery station example #3 : Acid system example #4 : Centrifugal pump example #5 : Utility station example #6 : Waste water filter example #7 : Steam separator example #8 : Flare knock-out drum example #9 : Centrifugal compressor example #10 : Hydrogen production from shale gas example #11 : Fired heater Assessment Process We offer an integrated assessment framework to make the process of evaluating learners easier. You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam.Our expert trainers will assess your assignment and give you feedback after you submit the assignment. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the exams. CPD 150 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about this subject should take this course. This Course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. All are welcome to take this course. There are no prerequisites for enrolment, and you can access the course materials from any location in the world. Disclaimer: Please note that Piping & Instrumentation Diagram (P&ID) Training provides valuable and significant theoretical training for all. However, it does not offer official qualifications for professional practices. Always check details with the appropriate authorities or management. Requirements The Piping & Instrumentation Diagram (P&ID) program does not require any prior knowledge; everyone may participate! This course is open to anyone who is interested in learning from anywhere in the world. Every student must be over the age of 16 and have a passion for learning and literacy. This 100% online course can be accessed from any internet-connected device, such as a computer, tablet, or smartphone. This Piping & Instrumentation Diagram (P&ID) course allows you to study at your own speed and grow a quality skillset. Career path After completing this Piping & Instrumentation Diagram (P&ID) Course, you are to start your career or begin the next phase of your career in this field. Our entire course will help you to gain a position of respect and dignity over your competitors. The certificate enhances your CV and helps you find work in the field concerned. Certificates CPD Accredited Certificate Digital certificate - £10 Diploma in Piping & Instrumentation Diagram (P&ID) Training at QLS Level 5 Hard copy certificate - £119 After successfully completing the Diploma in Piping & Instrumentation Diagram (P&ID) Training at QLS Level 5, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 119 GBP inside the UK 129 GBP (including postal fees) for international delivery CPD Accredited Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)

Duration 2 Days 12 CPD hours This course is intended for The audience for this course includes professionals who are new to Looker who are interested in leveraging Looker for data analysis, visualization, and reporting. The course is designed for individuals seeking to gain a comprehensive understanding of Looker's functionalities and apply these skills in their organizations to drive data-driven decision-making. Overview This course combines expert lecture, real-world demonstrations and group discussions with machine-based practical labs and exercises. Working in a hands-on learning environment led by our expert facilitator, you'll explore and gain: Comprehensive understanding of Looker's platform: Gain a solid foundation in Looker's key features, functionality, and interface, enabling you to navigate and utilize the platform effectively for your data analysis and visualization needs. Mastery of LookML and data modeling: Develop proficiency in Looker's unique data modeling language, LookML, to create customized and efficient data models that cater to your organization's specific requirements. Expertise in creating insightful Explores: Learn to build, customize, and save Explores with dimensions, measures, filters, and calculated fields, empowering you to analyze your data and uncover valuable insights. Proficiency in dashboard design and sharing: Acquire the skills to design visually appealing and informative dashboards, share them with different user roles, and schedule exports to keep stakeholders informed and up-to-date. Enhanced content organization with folders and boards: Understand how to effectively use folders and boards to organize, manage, and discover content within Looker, making it easily accessible for you and your team. Optional: Advanced visualization techniques for impactful storytelling: Master advanced visualization techniques, including customizations with HTML, CSS, and JavaScript, and interactive visualizations using Looker's API, to create compelling data stories that resonate with your audience. Discover the power of data analytics and visualization with our hands-on, two-day introductory course Looker Bootcamp: Analyzing and Visualizing Data with Looker. Designed for professionals who want to unlock valuable insights from their data, this immersive training experience will guide you through Looker's cutting-edge features and provide you with the essential skills to create engaging, interactive, and insightful reports and dashboards. Our experienced trainers will take you on a journey from the fundamentals of Looker and its unique data modeling language, LookML, to advanced visualization techniques and content organization strategies, ensuring you leave the course equipped to make data-driven decisions with confidence. Throughout the course, you will have the opportunity to participate in practical exercises and workshops that will help you apply the concepts and techniques learned in real-world scenarios. You will explore the potential of Looker's Explores, dive into LookML's capabilities, and master the art of dashboard design and sharing. Learn how to organize and manage your content with folders and boards and harness the power of advanced visualization techniques to make your data come alive. Getting Started with Looker Overview of Looker and its key features Navigating the Looker interface Looker terminology and basic concepts Connecting to Data Sources Setting up and managing data connections Exploring database schemas Understanding LookML: Looker's data modeling language Creating and Customizing Explores Building and customizing Explores Adding dimensions, measures, and filters Creating calculated fields Saving and organizing Explores Data Visualization Creating visualizations using Looker's visualization library Customizing chart types, colors, and labels Displaying visualizations in dashboards Introduction to Looker's API for custom visualizations Advanced Explores and LookML LookML refresher and best practices Creating derived tables and data transformations Managing access controls and data permissions Organizing and Sharing Content with Folders and Boards Introduction to folders and boards in Looker Creating and managing folders for organizing content Setting up boards for easy content discovery Sharing folders and boards with different user roles and permissions Dashboard Design and Sharing Best practices for dashboard design Adding, arranging, and resizing visualizations Scheduling and exporting dashboard data Advanced Visualization Techniques Customizing visualizations with HTML, CSS, and JavaScript Creating interactive visualizations using Looker's API Integrating Looker visualizations with other tools Hands-on Workshop and Project Participants work on a guided project to apply the skills learned Trainer provides individual support and guidance Project Presentations, Q&A, and Training Wrap-up Additional course details: Nexus Humans Looker Bootcamp: Analyzing and Visualizing Data with Looker (TTDVLK02) 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 Looker Bootcamp: Analyzing and Visualizing Data with Looker (TTDVLK02) 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.

Join this course to take your 3D modeling skills up a notch! Graduate to the next level of game design by learning all about the Blender to Unreal Engine 5 (UE5) professional workflow for medieval dungeon props. You will learn how to build assets in Blender and then how to import them into Unreal Engine 5 for your project.

Are you suffering from back pain? Has your doctor suggested you join a yoga class? If so, these masterclasses are for you. Our increasingly sedentary lives have contributed greatly to the back pain epidemic spreading across the Western world, which affects 8 out of 10 of us at some point during our lives. Join us for this series of classes to improve your understanding of your anatomy and make lasting improvements to your posture and movement, changing your experience of movement on the yoga mat and in everyday life.

Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with solid Python skills who wish to learn and use basic machine learning algorithms and concepts Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Topics Covered: This is a high-level list of topics covered in this course. Please see the detailed Agenda below Getting Started & Optional Python Quick Refresher Statistics and Probability Refresher and Python Practice Probability Density Function; Probability Mass Function; Naive Bayes Predictive Models Machine Learning with Python Recommender Systems KNN and PCA Reinforcement Learning Dealing with Real-World Data Experimental Design / ML in the Real World Time Permitting: Deep Learning and Neural Networks Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with Python, but new to machine learning, who need introductory level coverage of these topics, rather than a deep dive of the math and statistics behind Machine Learning. Students will learn basic algorithms from scratch. For each machine learning concept, students will first learn about and discuss the foundations, its applicability and limitations, and then explore the implementation and use, reviewing and working with specific use casesWorking in a hands-on learning environment, led by our Machine Learning expert instructor, students will learn about and explore:Popular machine learning algorithms, their applicability and limitationsPractical application of these methods in a machine learning environmentPractical use cases and limitations of algorithms Getting Started Installation: Getting Started and Overview LINUX jump start: Installing and Using Anaconda & Course Materials (or reference the default container) Python Refresher Introducing the Pandas, NumPy and Scikit-Learn Library Statistics and Probability Refresher and Python Practice Types of Data Mean, Median, Mode Using mean, median, and mode in Python Variation and Standard Deviation Probability Density Function; Probability Mass Function; Naive Bayes Common Data Distributions Percentiles and Moments A Crash Course in matplotlib Advanced Visualization with Seaborn Covariance and Correlation Conditional Probability Naive Bayes: Concepts Bayes? Theorem Naive Bayes Spam Classifier with Naive Bayes Predictive Models Linear Regression Polynomial Regression Multiple Regression, and Predicting Car Prices Logistic Regression Logistic Regression Machine Learning with Python Supervised vs. Unsupervised Learning, and Train/Test Using Train/Test to Prevent Overfitting Understanding a Confusion Matrix Measuring Classifiers (Precision, Recall, F1, AUC, ROC) K-Means Clustering K-Means: Clustering People Based on Age and Income Measuring Entropy LINUX: Installing GraphViz Decision Trees: Concepts Decision Trees: Predicting Hiring Decisions Ensemble Learning Support Vector Machines (SVM) Overview Using SVM to Cluster People using scikit-learn Recommender Systems User-Based Collaborative Filtering Item-Based Collaborative Filtering Finding Similar Movie Better Accuracy for Similar Movies Recommending movies to People Improving your recommendations KNN and PCA K-Nearest-Neighbors: Concepts Using KNN to Predict a Rating for a Movie Dimensionality Reduction; Principal Component Analysis (PCA) PCA with the Iris Data Set Reinforcement Learning Reinforcement Learning with Q-Learning and Gym Dealing with Real-World Data Bias / Variance Tradeoff K-Fold Cross-Validation Data Cleaning and Normalization Cleaning Web Log Data Normalizing Numerical Data Detecting Outliers Feature Engineering and the Curse of Dimensionality Imputation Techniques for Missing Data Handling Unbalanced Data: Oversampling, Undersampling, and SMOTE Binning, Transforming, Encoding, Scaling, and Shuffling Experimental Design / ML in the Real World Deploying Models to Real-Time Systems A/B Testing Concepts T-Tests and P-Values Hands-on With T-Tests Determining How Long to Run an Experiment A/B Test Gotchas Capstone Project Group Project & Presentation or Review Deep Learning and Neural Networks Deep Learning Prerequisites The History of Artificial Neural Networks Deep Learning in the TensorFlow Playground Deep Learning Details Introducing TensorFlow Using TensorFlow Introducing Keras Using Keras to Predict Political Affiliations Convolutional Neural Networks (CNN?s) Using CNN?s for Handwriting Recognition Recurrent Neural Networks (RNN?s) Using an RNN for Sentiment Analysis Transfer Learning Tuning Neural Networks: Learning Rate and Batch Size Hyperparameters Deep Learning Regularization with Dropout and Early Stopping The Ethics of Deep Learning Learning More about Deep Learning Additional course details: Nexus Humans Machine Learning Essentials with Python (TTML5506-P) 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 Machine Learning Essentials with Python (TTML5506-P) 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.

** Trust The 35000+ Students Who Are Learning with Us & Kick Starting Their Career! ** Deal Price is Active; Save Now- £405! Offer Ends Soon; Hurry Up!! Are you looking to improve your current abilities or make a career move? Our unique CompTIA Network+ Certification (N10-007) Course might help you get there! Expand your expertise with high-quality training - study and get an expertly designed, great-value training experience. Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through the online training course. This online training course is accredited by CPD with 20 CPD points for professional development. Students can expect to complete this training course in around 23 hours. You'll also get dedicated expert assistance from us to answer any queries you may have while studying our course. The course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the course, you will receive an instant e-certificate as proof of comprehensive skill development and competency. Add these amazing new skills to your resume and boost your employability by simply enrolling on this course. With this comprehensive course, you can achieve your dreams and train for your ideal career. The course provides students with an in-depth learning experience that they can work through at their own pace to enhance their professional development. You'll get a Free Student ID card by enrolling in this course. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. Enrolling on the course will ensure that you land your dream career faster than you thought possible. Stand out from the crowd and train for the job you want with the program. Experts created the CompTIA Network+ Certification (N10-007) course to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the course materials. Then, from any internet-enabled device, access the course materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! Why Prefer this CompTIA Network+ Certification (N10-007) Course? Opportunity to earn a certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standards-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full 24/7 tutor support *** Course Curriculum *** Here is the curriculum breakdown of course: Section 01: Introduction Introduction Section 02: Network Models What is a Model? OSI vs. TCP/IP Model Walking Through OSI and TCP/IP Meet the Frame The MAC Address Broadcast vs. Unicast Introduction to IP Addressing Packets and Ports Section 03: Cabling and Topology Network Topologies Coaxial Cabling Twisted Pair Cabling Cat Ratings Fiber Optic Cabling Fire Ratings Legacy Network Connections Section 04: Ethernet Basics What is Ethernet? Ethernet Frames Early Ethernet The Daddy of Ethernet, 10BaseT Terminating Twisted Pair Hubs vs. Switches Section 05: Modern Ethernet 100BaseT Connecting Switches Gigabit Ethernet and 10-Gigabit Ethernet Transceivers Connecting Ethernet Scenarios Section 06: Installing a Physical Network Introduction to Structured Cabling Terminating Structured Cabling Equipment Room Alternative Distribution Panels Testing Cable Troubleshooting Structured Cabling, Part 1 Troubleshooting Structured Cabling, Part 2 Using a Toner and Probe Wired Connection Scenarios Section 07: TCP/IP Basics Introduction to IP Addressing and Binary Introduction to ARP Classful Addressing Subnet Masks Subnetting with CIDR More CIDR Subnetting Practice Dynamic and Static IP Addressing Rogue DHCP Servers Special IP Addresses IP Addressing Scenarios Section 08: Routing Introducing Routers Understanding Ports Network Address Translation Implementing NAT Forwarding Ports Tour of a SOHO Router SOHO vs. Enterprise Static Routes Dynamic Routing RIP OSPF BGP Section 09: TCP/IP Applications TCP and UDP ICMP and IGMP Handy Tools Introduction to Wireshark Introduction to netstat Web Servers FTP E-mail Servers and Clients Securing E-mail Telnet and SSH Network Time Protocol Network Service Scenarios Section 10: Network Naming Understanding DNS Applying DNS The Hosts File Net Command Windows Name Resolution Dynamic DNS DNS Troubleshooting Section 11: Securing TCP/IP Making TCP/IP Secure Symmetric Encryption Asymmetric Encryption Cryptographic Hashes Identification Access Control AAA Kerberos/EAP Single Sign-On Certificates and Trust Certificate Error Scenarios Section 12: Advanced Networking Devices Understanding IP Tunneling Virtual Private Networks Introduction to VLANs InterVLAN Routing Interfacing with Managed Switches Switch Port Protection Port Bonding Port Mirroring Quality of Service IDS vs. IPS Proxy Servers Load Balancing Device Placement Scenarios Section 13: IPv6 Introduction to IPv6 IPv6 Addressing IPv6 in Action IPv4 and IPv6 Tunneling Section 14: Remote Connectivity Telephony Technologies Optical Carriers Packet Switching Connecting with Dial-up Digital Subscriber Line (DSL) Connecting with Cable Modems Connecting with Satellites ISDN and BPL Remote Desktop Connectivity Advanced Remote Control Systems Section 15: Wireless Networking Introduction to 802.11 802.11 Standards Power over Ethernet (PoE) Antennas Wireless Security Standards Implementing Wireless Security Threats to Your Wireless Network Retro Threats Wi-Fi Protected Setup (WPS) Enterprise Wireless Installing a Wireless Network Wireless Scenarios More Wireless Scenarios Section 16: Virtualization and Cloud Computing Virtualization Basics Cloud Ownership Cloud Implementation Your First Virtual Machine NAS and SAN Platform as a Service (PaaS) Software as a Service (SaaS) Infrastructure as a Service (IaaS) Section 17: Mobile Networking Cellular Technologies Mobile Connectivity Deploying Mobile Devices Mobile Access Control Section 18: Building a Real-World Network Network Types Network Design Power Management Unified Communications Network Documentation Contingency Planning Predicting Hardware Failure Backups Section 19: Managing Risk What is Risk Management? Security Policies Change Management1 User Training Standard Business Documentation Mitigating Network Threats High Availability Section 20: Protecting Your Network Denial of Service Malware Social Engineering Access Control Man-in-the-Middle Introduction to Firewalls Firewalls DMZ Hardening Devices Physical Security Controls Testing Network Security Network Protection Scenarios Section 21: Network Monitoring SNMP Documenting Logs System Monitoring SIEM (Security Information and Event Management) Section 22: Network Troubleshooting Network Troubleshooting Theory Assessment Process Once you have completed all the modules in the CompTIA Network+ Certification (N10-007) course, you can assess your skills and knowledge with an optional assignment. Our expert trainers will assess your assignment and give you feedback afterwards. Show off Your New Skills with a Certificate of Completion The learners have to complete the assessment of this course to achieve the CPD accredited certificate. Digital certificates can be ordered for only £10. The learner can purchase printed hard copies inside the UK for £29, and international students can purchase printed hard copies for £39. CPD 20 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This CompTIA Network+ Certification (N10-007) Course Right for You? Anyone interested in learning more about this subject should take this course. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. All are welcome to take this course. There are no prerequisites for enrolment, and you can access the course materials from any location in the world. Requirements The CompTIA Network+ Certification (N10-007) program does not require any prior knowledge; everyone may participate! This course is open to anyone interested in learning from anywhere in the world. Every student must be over the age of 16 and have a passion for learning and literacy. This 100% online course can be accessed from any internet-connected device, such as a computer, tablet, or smartphone. This course allows you to study at your speed and grow a quality skillset. Career path After completing this CompTIA Network+ Certification (N10-007) Course, you are to start your career or begin the next phase of your career in this field. Our entire course will help you to gain a position of respect and dignity over your competitors. The certificate enhances your CV and helps you find work in the field concerned.

Duration 5 Days 30 CPD hours This course is intended for Data Warehouse AdministratorDatabase Administrators Overview Use the Oracle Database tuning methodology appropriate to the available toolsUtilize database advisors to proactively tune an Oracle Database InstanceUse the tools based on the Automatic Workload Repository to tune the databaseDiagnose and tune common SQL related performance problemsDiagnose and tune common Instance related performance problemsUse Enterprise Manager performance-related pages to monitor an Oracle DatabaseGain an understanding of the Oracle Database Cloud Service In the Oracle Database 12c: Performance Management and Tuning course, learn about the performance analysis and tuning tasks expected of a DBA: proactive management through built-in performance analysis features and tools, diagnosis and tuning of the Oracle Database instance components, and diagnosis and tuning of SQL-related performance issues. In this course, you will be introduced to Oracle Database Cloud Service. Introduction Course Objectives Course Organization Course Agenda Topics Not Included in the Course Who Tunes? What Does the DBA Tune? How to Tune Tuning Methodology Basic Tuning Diagnostics Performance Tuning Diagnostics Performance Tuning Tools Tuning Objectives Top Timed Events DB Time CPU and Wait Time Tuning Dimensions Time Model Dynamic Performance Views Using Automatic Workload Repository Automatic Workload Repository Overview Automatic Workload Repository Data Enterprise Manager Cloud Control and AWR Snapshots Reports Compare Periods Defining the Scope of Performance Issues Defining the Problem Limiting the Scope Setting the Priority Top SQL Reports Common Tuning Problems Tuning During the Life Cycle ADDM Tuning Session Performance Versus Business Requirements Using Metrics and Alerts Metrics and Alerts Overview Limitation of Base Statistics Benefits of Metrics Viewing Metric History Information Viewing Histograms Server-Generated Alerts Setting Thresholds Metrics and Alerts Views Using Baselines Comparative Performance Analysis with AWR Baselines Automatic Workload Repository Baselines Moving Window Baseline Baselines in Performance Page Settings Baseline Templates AWR Baseslines Creating AWR Baselines Managing Baselines with PL/SQL Using AWR-Based Tools Automatic Maintenance Tasks ADDM Performance Monitoring Using Compare Periods ADDM Active Session History New or Enhanced Automatic Workload Repository Views Emergency Monitoring Real-time ADDM Real-Time Database Operation Monitoring Overview Use Cases Defining a Database Operation Scope of a Composite Database Operation Database Operation Concepts Identifying a Database Operation Enabling Monitoring of Database Operations Identifying, Starting, and Completing a Database Operation Monitoring Applications What is a Service? Service Attributes Service Types Creating Services Managing Services in a Single-Instance Environment Where are Services Used? Using Services with Client Applications Services and Pluggable Databases Identifying Problem SQL Statements SQL Statement Processing Phases Role of the Oracle Optimizer Identifying Bad SQL Top SQL Reports SQL Monitoring What is an Execution Plan? Methods for Viewing Execution Plans Uses of Execution Plans Influencing the Optimizer Functions of the Query Optimizer Selectivity Cardinality and Cost Changing Optimizer Behavior Optimizer Statistics Extended Statistics Controlling the Behavior of the Optimizer with Parameters Enabling Query Optimizer Features Reducing the Cost of SQL Operations Reducing the Cost Index Maintenance SQL Access Advisor Table Maintenance for Performance Table Reorganization Methods Space Management Extent Management Data Storage Using SQL Performance Analyzer Real Application Testing: Overview Real Application Testing: Use Cases SQL Performance Analyzer: Process Capturing the SQL Workload Creating a SQL Performance Analyzer Task SQL Performance Analyzer: Tasks Parameter Change SQL Performance Analyzer Task Page SQL Performance Management Maintaining SQL Performance Maintaining Optimizer Statistics Automated Maintenance Tasks Statistic Gathering Options Setting Statistic Preferences Restore Statistics Deferred Statistics Publishing Automatic SQL Tuning Using Database Replay Using Database Replay The Big Picture System Architecture Capture Considerations Replay Considerations: Preparation Replay Considerations Replay Options Replay Analysis Tuning the Shared Pool Shared Pool Architecture Shared Pool Operation The Library Cache Latch and Mutex Diagnostic Tools for Tuning the Shared Pool Avoiding Hard Parses Reducing the Cost of Soft Parses Sizing the Shared Pool Tuning the Buffer Cache Oracle Database Architecture: Buffer Cache Buffer Cache: Highlights Database Buffers Buffer Hash Table for Lookups Working Sets Buffer Cache Tuning Goals and Techniques Buffer Cache Performance Symptoms Buffer Cache Performance Solutions Tuning PGA and Temporary Space SQL Memory Usage Performance Impact Automatic PGA Memory SQL Memory Manager Configuring Automatic PGA Memory Setting PGA_AGGREGATE_TARGET Initially Limiting the size of the Program Global Area (PGA) SQL Memory Usage Automatic Memory Oracle Database Architecture Dynamic SGA Granule Memory Advisories Manually Adding Granules to Components Increasing the Size of an SGA Component Automatic Shared Memory Management: Overview SGA Sizing Parameters: Overview Performance Tuning Summary with Waits Commonly Observed Wait Events Additional Statistics Top 10 Mistakes Found in Customer Systems Symptoms Oracle Database Cloud Service: Overview Database as a Service Architecture, Features and Tooling Software Editions: Included Database Options and Management Packs Accessing the Oracle Database Cloud Service Console Automated Database Provisioning Managing the Compute Node Associated With a Database Deployment Managing Network Access to Database as a Service Scaling a Database Deployment Performance Management in the Database Cloud Environment Performance Monitoring and Tuning What Can be Tuned in a DBCS Environment?