44354 Learning courses

Register on the Machine Learning Basics today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion. The Machine Learning Basics is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Machine Learning Basics Receive an e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Upon successful completion of the final assessment, you will be eligible to apply for the Quality Licence Scheme Endorsed Certificate of achievement. This certificate will be delivered to your doorstep through the post for £119. An extra £10 postage charge will be required for students leaving overseas.  CPD Accredited Certificate After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Who Is This Course For The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements The online training is open to all students and has no formal entry requirements. To study the Machine Learning Basics, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content Section 01: Introduction Introduction to Supervised Machine Learning 00:06:00 Section 02: Regression Introduction to Regression 00:13:00 Evaluating Regression Models 00:11:00 Conditions for Using Regression Models in ML versus in Classical Statistics 00:21:00 Statistically Significant Predictors 00:09:00 Regression Models Including Categorical Predictors. Additive Effects 00:20:00 Regression Models Including Categorical Predictors. Interaction Effects 00:18:00 Section 03: Predictors Multicollinearity among Predictors and its Consequences 00:21:00 Prediction for New Observation. Confidence Interval and Prediction Interval 00:06:00 Model Building. What if the Regression Equation Contains 'Wrong' Predictors? 00:13:00 Section 04: Minitab Stepwise Regression and its Use for Finding the Optimal Model in Minitab 00:13:00 Regression with Minitab. Example. Auto-mpg: Part 1 00:17:00 Regression with Minitab. Example. Auto-mpg: Part 2 00:18:00 Section 05: Regression Trees The Basic idea of Regression Trees 00:18:00 Regression Trees with Minitab. Example. Bike Sharing: Part1 00:15:00 Regression Trees with Minitab. Example. Bike Sharing: Part 2 00:10:00 Section 06: Binary Logistics Regression Introduction to Binary Logistics Regression 00:23:00 Evaluating Binary Classification Models. Goodness of Fit Metrics. ROC Curve. AUC 00:20:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 1 00:16:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 2 00:18:00 Section 07: Classification Trees Introduction to Classification Trees 00:12:00 Node Splitting Methods 1. Splitting by Misclassification Rate 00:20:00 Node Splitting Methods 2. Splitting by Gini Impurity or Entropy 00:11:00 Predicted Class for a Node 00:06:00 The Goodness of the Model - 1. Model Misclassification Cost 00:11:00 The Goodness of the Model - 2 ROC. Gain. Lit Binary Classification 00:15:00 The Goodness of the Model - 3. ROC. Gain. Lit. Multinomial Classification 00:08:00 Predefined Prior Probabilities and Input Misclassification Costs 00:11:00 Building the Tree 00:08:00 Classification Trees with Minitab. Example. Maintenance of Machines: Part 1 00:17:00 Classification Trees with Miitab. Example. Maintenance of Machines: Part 2 00:10:00 Section 08: Data Cleaning Data Cleaning: Part 1 00:16:00 Data Cleaning: Part 2 00:17:00 Creating New Features 00:12:00 Section 09: Data Models Polynomial Regression Models for Quantitative Predictor Variables 00:20:00 Interactions Regression Models for Quantitative Predictor Variables 00:15:00 Qualitative and Quantitative Predictors: Interaction Models 00:28:00 Final Models for Duration and Total Charge: Without Validation 00:18:00 Underfitting or Overfitting: The 'Just Right Model' 00:18:00 The 'Just Right' Model for Duration 00:16:00 The 'Just Right' Model for Duration: A More Detailed Error Analysis 00:12:00 The 'Just Right' Model for Total Charge 00:14:00 The 'Just Right' Model for Toral Charge: A More Detailed Error Analysis@@ 00:06:00 Section 10: Learning Success Regression Trees for Duration and TotalCharge 00:18:00 Predicting Learning Success: The Problem Statement 00:07:00 Predicting Learning Success: Binary Logistic Regression Models 00:17:00 Predicting Learning Success: Classification Tree Models 00:09:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

24-Hour Flash Sale! Prices Reduced Like Never Before!! It's very disheartening to know that we live in a world where an individual's unique way of learning is never welcomed. In the UK, approximately 10% of the population is affected by dyslexia, and around 5% of children have been identified with ADHD, reflecting a significant need for specialised support and understanding. That's why this "Learning Disability Nursing with SEN, Autism & Speech Therapy Diploma" bundle offers thorough training designed to unlock the full potential of those with learning differences and disabilities. This bundle is carefully crafted, combining unparalleled depth of knowledge in SEN Training, Understanding Autism, and Speech Therapy, alongside focused studies on Dyslexia, ADHD, and Child Language Disorders (CLD). It's designed not just to educate but to transform perspectives, equipping you with the ability to assess, support, and elevate individuals with learning disabilities. Beyond the professional qualifications, the bundle includes career-boosting courses, from CV writing to stress management, ensuring your readiness to thrive in the field and beyond. Key Features of the Learning Disability Nursing with SEN, Autism & Speech Therapy Diploma Bundle: 3 QLS-Endorsed Courses: We proudly offer 3 QLS-endorsed courses within our Learning Disability Nursing with SEN, Autism & Speech Therapy Diploma bundle, providing you with industry-recognised qualifications. Plus, you'll receive a free hardcopy certificate for each of these courses. QLS Course 01: Advanced Diploma in SEN Training at QLS Level 7QLS Course 02: Certificate in Understanding Autism at QLS Level 3QLS Course 03: Diploma in Speech Therapy at QLS Level 5 5 CPD QS Accredited Courses: Additionally, our bundle includes 5 relevant CPD QS accredited courses, ensuring that you stay up-to-date with the latest industry standards and practices. Course 01: Learning Disability Nursing Course 02: Dyslexia Course 03: Autism Course 04: ADHD Awareness Course 05: Child Language Disorder (CLD) In Addition, you'll get Five Career Boosting Courses absolutely FREE with this Bundle. Course 01: Professional CV Writing Course 02: Job Search Skills Course 03: Self-Esteem & Confidence Building Course 04: Professional Diploma in Stress Management Course 05: Complete Communication Skills Master Class Seize this opportunity to redefine your career path and step into a role that goes beyond conventional teaching and nursing. Join us on this transformative journey, where your passion and dedication can light the way for those navigating the challenges of learning disabilities. Enrol now and get the chance to witness the incredible growth and achievements of those you support! Learning Outcomes of this Bundle: Master the foundational principles and techniques of SEN teaching. Develop advanced proficiency in speech therapy. Enhance your knowledge in learning disability nursing and dyslexia. Acquire problem-solving and critical thinking abilities within the context of autism. Understand and address ADHD and child language disorders effectively. Why Prefer this Course? Get Free QLS Endorsed Certificates upon completion of the course Get a Free Student ID Card with this training program (£10 postal charge will be applicable for international delivery) The course is Affordable and Simple to understand Get Lifetime Access to the course materials The training program comes with 24/7 Tutor Support Learning Disability Nursing with SEN, Autism & Speech Therapy Diploma Course 01: Advanced Diploma in SEN Training at QLS Level 7 Module 01: Special Education Needs (SEN) An Overview Module 02: SEN Support Module 03: High Quality Teaching for Pupils with SEN Module 04: SEN Teaching Methodologies Module 05: Communication and Interaction Module 06: Cognition and Learning Module 07: Social, Emotional and Mental Health Difficulties Module 08: Sensory or Physical Needs Module 09: Working in Partnership Course 02: Certificate in Understanding Autism at QLS Level 3 Module 01: Autism Spectrum Disorder (ASD) Module 02: Learning Difficulties Related to Autism Module 03: Autism Diagnosis Module 04: Cognitive Approaches in Autism Module 05: Dealing with Autistic Individuals Module 06: Other Considerations for Dealing with Autistic Individuals Module 07: Engagement in Autism Awareness Course 03: Diploma in Speech Therapy at QLS Level 5 Module 01: An Overview of Speech Therapy Module 02: The Science of Speech Module 03: The Anatomy of Speech Module 04: Characteristic of Speech: Linguistic Discipline Module 05: Literacy and Language Development Module 06: Child Speech & Language Disorders Module 07: Adult Speech & Language Disorders Module 08: How to Help a Child with SL Difficulties =========>>>>> And 10 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*13 = £169) CPD Hard Copy Certificate: Free (For The First 3 Courses: Previously it was £90) QLS Endorsed Hard Copy Certificate: Free (For The First 3 Courses: Previously it was £350) CPD 550 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Future SENCOs Aspiring therapists Teachers Nurses Career changers Parents Please note: This course doesn't entitle you to practice as a professional in this specific field. Rather, this course will assist you in understanding the fundamentals so that you can improve your knowledge in the relevant field. Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Disability Assessor: £21,000 - £35,000 per year. Special Education Needs (SEN) Teacher: £22,000 - £48,000 per year. Learning Disability Nurse: £24,000 - £38,000 per year. Social Worker: £25,000 - £40,000 per year. HR Manager: £30,000 - £60,000 per year. Project Manager: £30,000 - £60,000 per year. Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee. QLS Endorsed Hard Copy Certificate Hard copy certificate - Included Advanced Diploma in SEN Training at QLS Level 7 - £139 Certificate in Understanding Autism at QLS Level 3 - £89 Diploma in Speech Therapy at QLS Level 5 - £ 119 Please note that International students have to pay an additional £10 as a shipment fee.

24 Hour Flash Deal **25-in-1 Level 3 Blended Learning & Instructional Design - CPD Certified Mega Bundle** Level 3 Blended Learning & Instructional Design - CPD Certified Enrolment Gifts **FREE PDF Certificate**FREE PDF Transcript ** FREE Exam** FREE Student ID ** Lifetime Access **FREE Enrolment Letter ** Take the initial steps toward a successful long-term career by studying the Level 3 Blended Learning & Instructional Design - CPD Certified package online with Studyhub through our online learning platform. The Level 3 Blended Learning & Instructional Design - CPD Certified bundle can help you improve your CV, wow potential employers, and differentiate yourself from the mass. This Level 3 Blended Learning & Instructional Design - CPD Certified course provides complete 360-degree training on Level 3 Blended Learning & Instructional Design - CPD Certified. You'll get not one, not two, not three, but twenty-five Level 3 Blended Learning & Instructional Design - CPD Certified courses included in this course. Plus Studyhub's signature Forever Access is given as always, meaning these Level 3 Blended Learning & Instructional Design - CPD Certified courses are yours for as long as you want them once you enrol in this course This Level 3 Blended Learning & Instructional Design - CPD Certified Bundle consists the following career oriented courses: Course 01: Blended Learning Course for Teachers Course 02: Effective Strategies for Teaching Students with Learning Disabilities Course Course 03: Montessori Teaching Fundamentals: Principles and Practice Course 04: Child Protection Officer: Safeguarding Children's Welfare Course Course 05: Applied Behaviour Analysis (ABA) for Autism Spectrum Disorders Course 06: Self Regulation in Young Children Course 07: Improving School Attendance Course 08: Understanding Specific Learning Difficulties: Supporting Diverse Learners Course 09: Effective Communication Techniques for Teachers and Trainers Course 10: Early Years Primary Teaching Course 11: Children's Literature in Education Course 12: Planning, Delivery and Assessment in Teaching Course 13: Teach to Engage Students Course 14: Teaching & Homeschooling Course 15: Teaching Anybody Anything Course 16: Using Reggilio Emilia Approach in Early Childhood Course Course 17: Teaching Fundamentals: Make Concepts Easy to Understand Course 18: Education Management course Course 19: Video Editing- DaVinci Resolve Course 20: Therapeutic Recreation and Leisure Studies Course 21: Positive Handling in Schools Course 22: Lesson Planning for Teaching Course 23: SEND Teaching Course Course 24: Presentation Skills: Engage Your Listeners Course 25: Content Management The Level 3 Blended Learning & Instructional Design - CPD Certified course has been prepared by focusing largely on Level 3 Blended Learning & Instructional Design - CPD Certified career readiness. It has been designed by our Level 3 Blended Learning & Instructional Design - CPD Certified specialists in a manner that you will be likely to find yourself head and shoulders above the others. For better learning, one to one assistance will also be provided if it's required by any learners. The Level 3 Blended Learning & Instructional Design - CPD Certified Bundle is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Level 3 Blended Learning & Instructional Design - CPD Certified bundle course has been created with twenty-five premium courses to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Level 3 Blended Learning & Instructional Design - CPD Certified Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into Level 3 Blended Learning & Instructional Design - CPD Certified Elementary modules, allowing our students to grasp each lesson quickly. The Level 3 Blended Learning & Instructional Design - CPD Certified course is self-paced and can be taken from the comfort of your home, office, or on the go! With our Student ID card you will get discounts on things like music, food, travel and clothes etc. In this exclusive Level 3 Blended Learning & Instructional Design - CPD Certified bundle, you really hit the jackpot. Here's what you get: Step by step Level 3 Blended Learning & Instructional Design - CPD Certified lessons One to one assistance from Level 3 Blended Learning & Instructional Design - CPD Certifiedprofessionals if you need it Innovative exams to test your knowledge after the Level 3 Blended Learning & Instructional Design - CPD Certifiedcourse 24/7 customer support should you encounter any hiccups Top-class learning portal Unlimited lifetime access to all twenty-five Level 3 Blended Learning & Instructional Design - CPD Certified courses Digital Certificate, Transcript and student ID are all included in the price PDF certificate immediately after passing Original copies of your Level 3 Blended Learning & Instructional Design - CPD Certified certificate and transcript on the next working day Easily learn the Level 3 Blended Learning & Instructional Design - CPD Certified skills and knowledge you want from the comfort of your home CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Level 3 Blended Learning & Instructional Design - CPD Certified training is suitable for - Students Recent graduates Job Seekers Individuals who are already employed in the relevant sectors and wish to enhance their knowledge and expertise in Level 3 Blended Learning & Instructional Design - CPD Certified Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Requirements To participate in this Level 3 Blended Learning & Instructional Design - CPD Certified course, all you need is - A smart device A secure internet connection And a keen interest in Level 3 Blended Learning & Instructional Design - CPD Certified Career path You will be able to kickstart your Level 3 Blended Learning & Instructional Design - CPD Certified career because this course includes various courses as a bonus. 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Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents, and interests with our special Adult Learning Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides the professional training that employers are looking for in today's workplaces. The Adult Learning Course is one of the most prestigious training offered at Skillwise and is highly valued by employers for good reason. This Adult Learning Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Adult Learning Course, like every one of Study Hub's courses, is meticulously developed and well-researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At Skillwise, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from Skillwise, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Adult Learning? Unlimited access to the course forever Digital Certificate, Transcript, and student ID are all included in the price Absolutely no hidden fees Directly receive CPD-accredited qualifications after course completion Receive one-to-one assistance every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Adult Learning there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for free. Original Hard Copy certificates need to be ordered at an additional cost of £8. Who is this course for? This Adult Learning course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skills. Prerequisites This Adult Learning does not require you to have any prior qualifications or experience. You can just enroll and start learning. This Adult Learning was made by professionals and it is compatible with all PCs, Macs, tablets, and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as a bonus, you will be able to pursue multiple occupations. This Adult Learning is a great way for you to gain multiple skills from the comfort of your home. Module 01: Introduction to Adult Learner and Adult Learning Introduction to Adult Learner and Adult Learning 00:12:00 Module 02: Understanding Learning Theories Understanding Learning Theories 00:10:00 Module 03: Andragogy: A Theory of Adult Learning Andragogy: A Theory of Adult Learning 00:10:00 Module 04: Approaches to Adult Learning Approaches to Adult Learning 00:21:00 Module 05: Teaching Adults Teaching Adults 00:18:00 Module 06: Adult Learning Process and Practice Adult Learning Process and Practice 00:15:00 Module 07: Planning Programs for Adults Planning Programs for Adults 00:12:00 Module 08: Designing Learning Experiences Designing Learning Experiences 00:12:00 Module 09: Facilitating Adult Learning Facilitating Adult Learning 00:10:00 Module 10: Adult Learning in the Digital Age Adult Learning in the Digital Age 00:10:00 Module 11: Innovation and Issues in Adult Learning Innovation and Issues in Adult Learning 00:15:00 Module 12: The Provision of Adult Education and Lifelong Learning in the United Kingdom The Provision of Adult Education and Lifelong Learning in the United Kingdom 00:07:00

Register on the Learning Support Worker today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get an e-certificate as proof of your course completion. The Learning Support Worker is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Learning Support Worker Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Learning Support Worker, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content Module 01: Working with the School and Its Policies Working with the School and Its Policies 00:25:00 Module 02: Discussion on Curriculum, Assessment and Monitoring Discussion on Curriculum, Assessment and Monitoring 00:23:00 Module 03: Providing the Best Learning Environment Providing the Best Learning Environment 00:19:00 Module 04: SEN Support SEN Support 00:15:00 Module 05: High-Quality Teaching for Pupils with SEN High Quality Teaching for Pupils with SEN 00:11:00 Module 06: SEN Teaching Methodologies SEN Teaching Methodologies 00:23:00 Module 07: Communication and Interaction Communication and Interaction 00:18:00 Module 08: Cognition and Learning Cognition and Learning 00:22:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Build a Portfolio of 12 Machine Learning Projects with Python, SVM, Regression, Unsupervised Machine Learning &amp; More!

Implement machine learning-based clustering and classification in Python for pattern recognition and data analysis

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Duration 4 Days 24 CPD hours This course is intended for This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud. Overview Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Microsoft Azure. Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring with Azure Machine Learning and MLflow. Prerequisites Creating cloud resources in Microsoft Azure. Using Python to explore and visualize data. Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch, and TensorFlow. Working with containers AI-900T00: Microsoft Azure AI Fundamentals is recommended, or the equivalent experience. 1 - Design a data ingestion strategy for machine learning projects Identify your data source and format Choose how to serve data to machine learning workflows Design a data ingestion solution 2 - Design a machine learning model training solution Identify machine learning tasks Choose a service to train a machine learning model Decide between compute options 3 - Design a model deployment solution Understand how model will be consumed Decide on real-time or batch deployment 4 - Design a machine learning operations solution Explore an MLOps architecture Design for monitoring Design for retraining 5 - Explore Azure Machine Learning workspace resources and assets Create an Azure Machine Learning workspace Identify Azure Machine Learning resources Identify Azure Machine Learning assets Train models in the workspace 6 - Explore developer tools for workspace interaction Explore the studio Explore the Python SDK Explore the CLI 7 - Make data available in Azure Machine Learning Understand URIs Create a datastore Create a data asset 8 - Work with compute targets in Azure Machine Learning Choose the appropriate compute target Create and use a compute instance Create and use a compute cluster 9 - Work with environments in Azure Machine Learning Understand environments Explore and use curated environments Create and use custom environments 10 - Find the best classification model with Automated Machine Learning Preprocess data and configure featurization Run an Automated Machine Learning experiment Evaluate and compare models 11 - Track model training in Jupyter notebooks with MLflow Configure MLflow for model tracking in notebooks Train and track models in notebooks 12 - Run a training script as a command job in Azure Machine Learning Convert a notebook to a script Run a script as a command job Use parameters in a command job 13 - Track model training with MLflow in jobs Track metrics with MLflow View metrics and evaluate models 14 - Perform hyperparameter tuning with Azure Machine Learning Define a search space Configure a sampling method Configure early termination Use a sweep job for hyperparameter tuning 15 - Run pipelines in Azure Machine Learning Create components Create a pipeline Run a pipeline job 16 - Register an MLflow model in Azure Machine Learning Log models with MLflow Understand the MLflow model format Register an MLflow model 17 - Create and explore the Responsible AI dashboard for a model in Azure Machine Learning Understand Responsible AI Create the Responsible AI dashboard Evaluate the Responsible AI dashboard 18 - Deploy a model to a managed online endpoint Explore managed online endpoints Deploy your MLflow model to a managed online endpoint Deploy a model to a managed online endpoint Test managed online endpoints 19 - Deploy a model to a batch endpoint Understand and create batch endpoints Deploy your MLflow model to a batch endpoint Deploy a custom model to a batch endpoint Invoke and troubleshoot batch endpoints

Duration 1 Days 6 CPD hours This course is intended for Candidates for this exam are users who aspire to improve productivity by automating business processes, analyzing data to produce business insights, and acting more effectively by creating simple app experiences. Overview After completing this course, you will be able to: Describe Microsoft Power Platform components Describe Microsoft Dataverse and connectors Describe cross-cloud scenarios across M365, Dynamics 365, Microsoft Azure and 3rd party services Identify benefits and capabilities of Microsoft Power Platform Identify the basic functionality and business value Microsoft Power Platform components Implement simple solutions with Power Apps, Power Automate, and Power BI Learn the business value and product capabilities of Microsoft Power Platform. Create simple Power Apps, connect data with Dataverse, build a Power BI Dashboard, and automate processes with Power Automate. Module 1: Introduction to Microsoft Power Platform Identify when to use each Microsoft Power Platform component application to create business solution Learn the value of using Microsoft Power Platform to create business solutions Learn the components and features of Microsoft Power Platform Module 2: Introduction to Microsoft Dataverse Microsoft Dataverse Overview Module 3: Get Started with Power Apps Introduction to Power Apps How to build a canvas app How to build a model-driven app Module 4: Get Started with Power Automate Power Automate Overview How to Build an Automated Solution Module 5: Get Started with Power BI Power BI Overview How to Build a Simple Dashboard Module 6: Introduction to Power Virtual Agents Power Virtual Agents overview Additional course details: Nexus Humans PL-900T00 Microsoft Power Platform Fundamentals 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 PL-900T00 Microsoft Power Platform Fundamentals 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.