42828 Learning courses in Glasgow delivered Online

Junos Service Provider Switching training course description This course provides students with an overview of switching concepts such as LANs, Layer 2 address learning, bridging, virtual LANs (VLANs), provider bridging, VLAN translation, spanning-tree protocols, and Ethernet Operation, Administration, and Maintenance (OAM). This course also covers Junos operating system-specific implementations. Junos Service Provider Switching is an intermediatelevel course. What will you learn Describe carrier Ethernet. Describe the function of an Ethernet LAN. Implement VLAN tagging. Describe the components of provider bridging. Identify and use available tools to resolve network issues. Configure and monitor Ethernet OAM, ERP, LAG, STP, the RSTP, the MSTP, and the VSTP. Junos Service Provider Switching training course details Who will benefit: Individuals responsible for configuring and monitoring devices running the Junos OS. Prerequisites: Junos Intermediate Routing Duration 2 days Junos Service Provider Switching training course contents Ethernet Switching and Virtual LANs Ethernet LANs Bridging Configuring and Monitoring VLANs Automating VLAN Administration Configuring and Monitoring IRB Layer 2 Address Learning and Forwarding Layer 2 Firewall Filtering Ethernet Switching and VLANs Lab Virtual Switches Routing Instances Overview Configuring and Monitoring Virtual Switches Interconnecting Routing Instances Logical Systems Virtual Switches Lab Provider Bridging Expanding the Bridged Network Provider Bridging Configuring and Monitoring Provider Bridging Provider Bridging Lab Spanning-Tree Protocols Overview of STP Overview of RSTP Overview of MSTP Overview of VSTP Configuring and Monitoring Spanning-Tree Protocols Understanding BPDU, Loop, and Root Protection MSTP Lab Ethernet OAM OAM Overview LFM CFM Configuring and Monitoring Ethernet OAM Ethernet OAM Lab High Availability and Network Optimization ERP Overview Configuring and Monitoring ERP Link Aggregation Group Overview Configuring and Monitoring a LAG MC-LAG Overview Configuring and Monitoring an MC-LAG High Availability and Network Optimization Lab Troubleshooting and Monitoring Introduction to Troubleshooting and Monitoring Troubleshooting and Monitoring Tools Troubleshooting Case Study: Network Congestion Troubleshooting and Monitoring Lab Appendix A: Carrier Ethernet Ethernet in the WAN Ethernet Standards Organizations MX Series Layer 2 Features Appendix B: Deprecated Syntaxes Appendix C: MX Series Overview

Follow your dreams by enrolling on the Leadership and Organisational Management course today and develop the experience, skills and knowledge you need to enhance your professional development. Leadership and Organisational Management will help you arm yourself with the qualities you need to work towards your dream job. Study the Leadership and Organisational Management training course online with Janets through our online learning platform and take the first steps towards a successful long-term career. The Leadership and Organisational Management course will allow you to enhance your CV, impress potential employers, and stand out from the crowd. This Leadership and Organisational Management course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Study the Leadership and Organisational Management course through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the Leadership and Organisational Management course, to ensure you are supported every step of the way. Get a digital certificate as proof of your Leadership and Organisational Management course completion. Janets is one of the top online training course providers in the UK, and we want to make education accessible to everyone! Learn the essential skills you need to succeed and build a better future for yourself with the Leadership and Organisational Management course. The Leadership and Organisational Management course is designed by industry experts and is tailored to help you learn new skills with ease. The Leadership and Organisational Management is incredibly great value and allows you to study at your own pace. With full course access for one year, you can complete the Leadership and Organisational Management when it suits you. Access the Leadership and Organisational Management course modules from any internet-enabled device, including computers, tablets, and smartphones. The Leadership and Organisational Management course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the Leadership and Organisational Management now and start learning instantly! What You Get Out Of Studying Leadership and Organisational Management With Janets: Receive a digital Certificate upon successful completion of the Leadership and Organisational Management 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) Description:  The Leadership and Organisational Management training course is delivered through Janets' online learning platform. Access the Leadership and Organisational Management content from any internet-enabled device whenever or wherever you want to. The Leadership and Organisational Management course has no formal teaching deadlines, meaning you are free to complete the course at your own pace. Certification All students who successfully complete the Leadership and Organisational Management course can instantly download their digital certificate. You can also purchase a hard copy of the Leadership and Organisational Management course certificate, which will be delivered by post for £9.99. Who Is This Course For: The Leadership and Organisational Management is ideal for those who already work in this sector or are an aspiring professional. This Leadership and Organisational Management 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 Leadership and Organisational Management is open to all students and has no formal entry requirements. To study the Leadership and Organisational Management course, 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. Career Path: The Leadership and Organisational Management is ideal for anyone who wants to pursue their dream career in a relevant industry. Learn the skills you need to boost your CV and go after the job you want. Complete the Leadership and Organisational Management and gain an industry-recognised qualification that will help you excel in finding your ideal job. Course Content Leadership and Organisational Management - Updated Version Module 1: Understanding Management and Leadership 00:40:00 Module 2: Leadership Theories 00:25:00 Module 3: Improving Management and Leadership Performance 00:15:00 Module 4: High Performance Teams 00:32:00 Module 5: Motivating Employees 00:26:00 Module 6: Organisational Skills 00:26:00 Module 7: Talent Management 00:37:00 Module 8: Succession Planning 00:24:00 Module 9: Business Process Management 00:29:00 Module 10: Communication Skills 00:28:00 Module 11: Negotiation Techniques 00:15:00 Module 12: Managing Meetings and Giving Feedback 00:22:00 Module 13: Managing Change 00:22:00 Module 14: Time Management 00:37:00 Module 15: Stress Management 00:15:00 Module 16: Emotional Intelligence in Leadership 00:32:00 Module 17: Managing Conflict 00:14:00 Module 18: Dealing with Office Politics 00:34:00 Module 19: Risk Management 00:35:00 Module 20: Corporate Responsibility and Ethics 00:14:00 Mock Exam Mock Exam- Leadership and Organisational Management 00:20:00 Final Exam Final Exam- Leadership and Organisational Management 00:20:00 Leadership and Organisational Management - Old Version Module 01: Leadership Concept 00:35:00 Module 02: Theories on Leadership 00:50:00 Module 03: Network Leadership 00:30:00 Module 04: How to Develop Enlightened Leadership 00:45:00 Module 05: How to Be a Successful Leader 00:20:00 Module 06: Leadership Styles 00:20:00 Module 07: Personality Style of a Leader 00:35:00 Module 08: Leadership and Management In The UK 00:25:00 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.

Duration 1 Days 6 CPD hours This course is intended for This course is designed for data scientists with experience of Python who need to learn how to apply their data science and machine learning skills on Azure Databricks. Overview After completing this course, you will be able to: Provision an Azure Databricks workspace and cluster Use Azure Databricks to train a machine learning model Use MLflow to track experiments and manage machine learning models Integrate Azure Databricks with Azure Machine Learning Azure Databricks is a cloud-scale platform for data analytics and machine learning. In this course, students will learn how to use Azure Databricks to explore, prepare, and model data; and integrate Databricks machine learning processes with Azure Machine Learning. Introduction to Azure Databricks Getting Started with Azure Databricks Working with Data in Azure Databricks Training and Evaluating Machine Learning Models Preparing Data for Machine Learning Training a Machine Learning Model Managing Experiments and Models Using MLflow to Track Experiments Managing Models Managing Experiments and Models Using MLflow to Track Experiments Managing Models Integrating Azure Databricks and Azure Machine Learning Tracking Experiments with Azure Machine Learning Deploying Models

Register on the International Development 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 International Development 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 International Development 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 Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. 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 International Development, 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: Measurement and Morality in International Development Measurement and Morality in International Development 00:20:00 Module 02: Governance and Development Governance and Development 00:29:00 Module 03: Global Health and Development Global Health and Development 00:28:00 Module 04: Gender and Development Gender and Development 00:26:00 Module 05: Global Poverty, Inequality and Development Global Poverty, Inequality and Development 00:27:00 Module 06: Economic Development Economic Development 00:31:00 Module 07: Environment and Development Environment and Development 00:25:00 Module 08: Innovation and Technology Innovation and Technology 00:29:00 Module 09: International Migration and Development International Migration and Development 00:23:00 Module 10: Theories of Development and Globalisation Theories of Development and Globalisation 00:28:00 Module 11: An International Development Actor An International Development Actor 00:30:00 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.

Develop a deep understanding of electricity pricing and marginal cost analysis with EnergyEdge's virtual instructor-led training course. Enroll now for a rewarding learning journey!

About this Virtual Instructor Led Training (VILT) This 5 half-day Virtual Instructor Led Training (VILT) course covers carbon capture and geological storage of carbon dioxide. Burning fossil fuels for energy is a major source of carbon dioxide emissions to the atmosphere. Most anthropogenic (man-made) carbon dioxide is emitted by coal-fired or gas-fired power plants, and significant quantities of carbon dioxide are emitted through the production and separation of carbon dioxide-rich natural gas and industries such as cement, iron and steel. Carbon Capture Utilization and Storage, or CCUS, involves the long-term storage of captured carbon dioxide emissions in subsurface geologic formations. This VILT course covers all aspects of CCUS including transport, storage and monitoring, economics and community engagement. It explores in detail the challenges of the current technology of geological storage, monitoring and verification including examples from working projects around the world. Many of these technologies are commonly employed by the petroleum industry. Successful deployment of CCUS will also require economic incentives, appropriate regulation, clarity on liability issues and acceptance by the community. These aspects of CCUS, and the corresponding opportunities for appropriately skilled organisations and individuals also will be discussed. Course Content at a Glance Context for CCS/CCUS as An Emissions-reduction Measure Principles of Geological Storage Finding Geological Storage Sites Stationary Sources of Carbon Dioxide for Capture Carbon Dioxide Capture Technologies Compression and Transport of Carbon Dioxide Economics of CCS/CCUS Community, Safety, Legal & Regulatory Issues Risk Assessment Training Objectives Upon completion of this VILT course, participants will be able to: Identify the need for Carbon Capture and Storage (CCS) Outline the key steps in the Carbon Capture and Storage process Distinguish between reservoir rocks and sealing rocks Describe the importance of permeability and porosity to storing carbon dioxide Contrast the geological structures and trapping mechanisms for storing carbon dioxide Describe the changes in geologically stored carbon dioxide over time Outline the monitoring techniques employed to ensure the carbon dioxide is safely stored Appreciate the industrial applications of carbon dioxide capture Recognize the scale of industry required for transporting and storing carbon dioxide Describe economic considerations for CCS/CCUS Outline the economic and environmental opportunities and challenges with using carbon dioxide injection in a range of applications Explain the challenges of regulatory frameworks and public acceptance in a CCS/CCUS project Identify potential risks of a CCS/CCUS project Outline the risk assessment and management process Target Audience This VILT course is ideally suited for a technical audience - geoscientists, petroleum and chemical engineers - as well as for economists, regulators, legal staff and managers wishing to learn more about the details of both the technical, regulatory and socio-economic aspects of carbon capture and storage. Participants should have: Experience with oil and gas, coal or other energy projects Basic understanding of the energy industry Course Level Intermediate Trainer Your first expert course leader spent 18 years in the Petroleum Industry before joining academia, in both technical and managerial roles with Shell, Arco and Vico. He has received numerous awards, including Distinguished Service, Honorary member and Special Commendation awards from the American Association of Petroleum Geologist (AAPG) and was AAPG's International Vice-President and recently chairman of AAPG's House of Delegates (the Associations Parliamentary body). He is an SPE Distinguished Lecturer (DL) and has served as DL for several other professional organisations, including, AAPG, IPA and PESA. He is currently a Professor of Petroleum Geology and Engineering at the Australian School of Petroleum, University of Adelaide. He holds the South Australia State Chair in Carbon Capture & Storage (CCS) and is also presently Distinguished Scientist of the Cooperative Research Centre for Greenhouse Gas Technologies (CO2CRC), having served earlier as the Storage Program Manager and Chief Scientist. Your second expert course leader has a wide and deep knowledge of major capture technologies: solvent, membrane and adsorption based technologies and has developed pathways for retrofitting CO2 capture and storage (CCS) to fossil fuel-based power plants. He has been actively engaged in Post-combustion capture project management and demonstration projects in Victoria's Latrobe Valley on CO2 capture and hydrogen production, and on CO2 capture using membrane contactor technology. He has led various feasibility studies for the Asian Development Bank on CO2 Capture at Indian Oil Corporation's refineries, for JPOWER on hydrogen production from Victorian brown coal and for Kawasaki on incorporation of CCS in hydrogen production from fossil fuel. He has authored multiple peer reviewed journal articles, co-authored various confidential reports on CO2 capture, utilization and hydrogen production and utility, and has presented his work at various conferences, symposiums and seminars. He has a PhD in Chemical Engineering from Monash University Australia and a Master of Technology in Process Engineering from Indian Institute of Technology Delhi India.     POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information about post training coaching support and fees applicable for this. Accreditions And Affliations

Overview Understanding body language is imperative for effective communication and, thus, for professional success. Through effective body language, you can communicate your thoughts and intentions in a better way. Moreover, body language adds strength to your verbal communication too.  Our sole intention behind creating this Diploma in Body Language course is to help you understand the language of the gesture to present your ideas with more impact. All successful people have mastered body language, and here in this course, we will teach you how to interpret body language for career success.  People who can read body language are more aware of others' feelings and can communicate with them better. This course will teach you how to read non-verbal signs, such as facial expressions, hand gestures, and eyes. The training will enhance your ability to engage with a broad range of audiences and develop positive relationships.  Learning Outcomes Understand how body language helps when communicating Explore the tricks to read people's minds Learn to read and understand facial expressions, eye contact, hand gestures and more Be able to improve the way you communicate and connect Find great tips for better body language Who is the Course for? This Diploma in Body Language course is suitable for anyone interested in understanding body language to communicate and connect better. Entry Requirement This course is available to all learners of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy, and ICT are required to attend this course. Assessment  At the end of the course, you will be required to sit for an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why Choose Us? Affordable, well-structured and high-quality e-learning study materials Engaging tutorial videos, materials from the industry-leading experts Opportunity to study in a user-friendly, advanced online learning platform Efficient exam systems for the assessment and instant result UK & internationally recognised accredited qualification Access the course content on mobile, tablet, or desktop from anywhere, anytime Excellent career advancement opportunities 24/7 student support via email. Career Path Diploma in Body Language Course provides useful skills to possess and would be beneficial for the following professionals: Body Language Trainer Communications Specialist Counsellor Teacher Psychologist Psychotherapist. Introduction to Body Language What Is Body Language 00:15:00 How to Read Body Language 00:30:00 How to Read People's Minds 00:30:00 How To Understand Eyes Contact 00:15:00 The Role of Head and Face in Body Language 00:30:00 The Role of Neck, Chest and Back in Body Language 00:15:00 The Role of Hands and Arms in Body Language 00:30:00 The Role of Legs in Body Language 00:15:00 The Role of the Lips in Body Language 00:15:00 Tips to Improve Body Language 00:15:00 Wrapping Up 00:15:00 Body Language Secrets Introduction 00:15:00 Aggressive Body Language 00:15:00 Attentive Body Language 00:15:00 Closed Body Language 00:30:00 Deceptive Body Language 00:30:00 Defensive Body Language 00:15:00 Dominant Body Language 00:15:00 Emotional Body Language 00:30:00 Evaluating Body Language 00:15:00 Greeting Body Language 00:30:00 Open Body Language 00:15:00 Relaxed Body Language 00:15:00 Power Body Language 00:15:00 Ready Body Language 00:15:00 Romantic Body Language 00:15:00 Submissive Body Language 00:15:00 Conclusion 00:15:00 Communicating Effectively Module One - Getting Started 00:30:00 Module Two - Communicating with Body Language 01:00:00 Module Three - Reading Body Language 01:00:00 Module Four - Body Language Mistakes 00:30:00 Module Five - Gender Differences 00:30:00 Module Six - Nonverbal Communication 01:00:00 Module Seven - Facial Expressions 02:00:00 Module Eight - Body Language in Business 01:00:00 Module Nine - Lying and Body Language 01:00:00 Module Ten - Improve Your Body Language 01:00:00 Module Eleven - Matching Your Words to Your Movement 01:00:00 Module Twelve - Wrapping Up 00:30:00 Effective Communication: Body Language- Activities 00:00:00 Mock Exam Mock Exam- Diploma in Body Language 00:30:00 Final Exam Final Exam- Diploma in Body Language 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Overview This comprehensive course on Statistics & Probability for Data Science & Machine Learning will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Statistics & Probability for Data Science & Machine Learning comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Statistics & Probability for Data Science & Machine Learning. It is available to all students, of all academic backgrounds. Requirements Our Statistics & Probability for Data Science & Machine Learning is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 10 sections • 89 lectures • 11:27:00 total length •Welcome!: 00:02:00 •What will you learn in this course?: 00:06:00 •How can you get the most out of it?: 00:06:00 •Intro: 00:03:00 •Mean: 00:06:00 •Median: 00:05:00 •Mode: 00:04:00 •Mean or Median?: 00:08:00 •Skewness: 00:08:00 •Practice: Skewness: 00:01:00 •Solution: Skewness: 00:03:00 •Range & IQR: 00:10:00 •Sample vs. Population: 00:05:00 •Variance & Standard deviation: 00:11:00 •Impact of Scaling & Shifting: 00:19:00 •Statistical moments: 00:06:00 •What is a distribution?: 00:10:00 •Normal distribution: 00:09:00 •Z-Scores: 00:13:00 •Practice: Normal distribution: 00:04:00 •Solution: Normal distribution: 00:07:00 •Intro: 00:01:00 •Probability Basics: 00:10:00 •Calculating simple Probabilities: 00:05:00 •Practice: Simple Probabilities: 00:01:00 •Quick solution: Simple Probabilities: 00:01:00 •Detailed solution: Simple Probabilities: 00:06:00 •Rule of addition: 00:13:00 •Practice: Rule of addition: 00:02:00 •Quick solution: Rule of addition: 00:01:00 •Detailed solution: Rule of addition: 00:07:00 •Rule of multiplication: 00:11:00 •Practice: Rule of multiplication: 00:01:00 •Solution: Rule of multiplication: 00:03:00 •Bayes Theorem: 00:10:00 •Bayes Theorem - Practical example: 00:07:00 •Expected value: 00:11:00 •Practice: Expected value: 00:01:00 •Solution: Expected value: 00:03:00 •Law of Large Numbers: 00:08:00 •Central Limit Theorem - Theory: 00:10:00 •Central Limit Theorem - Intuition: 00:08:00 •Central Limit Theorem - Challenge: 00:11:00 •Central Limit Theorem - Exercise: 00:02:00 •Central Limit Theorem - Solution: 00:14:00 •Binomial distribution: 00:16:00 •Poisson distribution: 00:17:00 •Real life problems: 00:15:00 •Intro: 00:01:00 •What is a hypothesis?: 00:19:00 •Significance level and p-value: 00:06:00 •Type I and Type II errors: 00:05:00 •Confidence intervals and margin of error: 00:15:00 •Excursion: Calculating sample size & power: 00:11:00 •Performing the hypothesis test: 00:20:00 •Practice: Hypothesis test: 00:01:00 •Solution: Hypothesis test: 00:06:00 •T-test and t-distribution: 00:13:00 •Proportion testing: 00:10:00 •Important p-z pairs: 00:08:00 •Intro: 00:02:00 •Linear Regression: 00:11:00 •Correlation coefficient: 00:10:00 •Practice: Correlation: 00:02:00 •Solution: Correlation: 00:08:00 •Practice: Linear Regression: 00:01:00 •Solution: Linear Regression: 00:07:00 •Residual, MSE & MAE: 00:08:00 •Practice: MSE & MAE: 00:01:00 •Solution: MSE & MAE: 00:03:00 •Coefficient of determination: 00:12:00 •Root Mean Square Error: 00:06:00 •Practice: RMSE: 00:01:00 •Solution: RMSE: 00:02:00 •Multiple Linear Regression: 00:16:00 •Overfitting: 00:05:00 •Polynomial Regression: 00:13:00 •Logistic Regression: 00:09:00 •Decision Trees: 00:21:00 •Regression Trees: 00:14:00 •Random Forests: 00:13:00 •Dealing with missing data: 00:10:00 •ANOVA - Basics & Assumptions: 00:06:00 •One-way ANOVA: 00:12:00 •F-Distribution: 00:10:00 •Two-way ANOVA - Sum of Squares: 00:16:00 •Two-way ANOVA - F-ratio & conclusions: 00:11:00 •Wrap up: 00:01:00 •Assignment - Statistics & Probability for Data Science & Machine Learning: 00:00:00

This is our latest lead workshop/training day and is an extremely innovative, participative and practical guide to successfully creating a truly inclusive classroom in mainstream school settings for children and young people of all ages. This engaging day will equip participants with ways of thinking and planning for the inclusion of all pupils within the curriculum. Course Category Teaching and Learning Inclusion Description This is our latest lead workshop/training day and is an extremely innovative, participative and practical guide to successfully creating a truly inclusive classroom in mainstream school settings for children and young people of all ages. This engaging day will equip participants with ways of thinking and planning for the inclusion of all pupils within the curriculum. There’s no better way to get set up, get trained, and get going on your inclusive classroom. The most knowledgeable trainers will teach you all the basics in face-to-face training sessions, and guide you through more advanced concepts and ideas. So whether you’re brand-new to inclusion, a seasoned pro, or somewhere in between, we will help take your skills to the next level. Testimonials ‘Yet again inspiring and opening more doors than I can go through’ ‘This opened a lot of avenues for thought and reflection. It will help me to help colleagues to see where they can improve practice to create a more inclusive environment within the whole school.’ ‘Some great ideas and restored my self belief! Fantastic’ Learning Objectives Increased skills in diversifying/differentiating the curriculum Reflection on attitudes to individual learning and the curriculum Linking learning style research to real classroom inclusion of high profile/need pupils Improved teaching skills for those with severe and complex needs and behaviour Challenge to attitudes and mindsets Who Is It For ? School based Practitioners Heads and Deputies SENCOs Learning Support Advanced Skills Teachers Primary and secondary teachers Parents Local Authority Support Services Course Content The course answers the questions: How do I begin differentiating? How do I include a pupil with very complex learning needs? How do we go about practically including high profile children or young people? Best delivered over the course of 2 days, ‘Inclusive Classroom’ introduces participants to 6 guiding Ideas that increase effective inclusion in mainstream settings. Setting the tone for learning Resourcing schools and classrooms effectively The essential 4 questions! What is the essential learning in this lesson? How do the students learn best? What needs modifying? How will students demonstrate their learning? Building on strengths and talents Beyond the IEP The curriculum content of inclusive classrooms If you liked this course you may well like: CREATING AN INCLUSIVE SPACE WHERE EVERYONE LEARNS

Digital forensics is becoming very important in cyber security to detect and backtrack Black Hat criminals. It is essential to remove hackers' malicious backdoors/malware and trace them back to avoid possible future incidents.