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
Description: Want to become a successful transport manager? Then worry no more and enrol the Diploma in Transport Management course and learn to be a transport manager in any sector of the industry, including freight or passenger, on land, rail, water, or in the air. The course is designed for the people who intend to pursue careers in the field of Transport in the UK and abroad. The course gives you a detailed discussion on transport management. You will explore the sectors or fields that require transport management. Then the course presents you the ongoing challenges in this sector. You will also be introduced with the UK transport infrastructure, including road, rail, water and aviation. You will know how to bidding for the rights to operate passenger services. The challenges and trends facing the transport industry, and the transport manager's role in health and safety, National and international transport regulations - everything will be discussed in the course. After finishing the course, you will be able to work as a skilled transport manager. Assessment: This course does not involve any MCQ test. Students need to answer assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Once the answers are submitted, the instructor will check and assess the work. Transport Management Course Certification After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Diploma in Transport Management is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Diploma in Transport Management is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Transport Management An Introduction to Successful Transport Management 01:00:00 The UK's Travel Infrastructure - Road and Rail 00:45:00 Road Freight and Transport Management 01:15:00 Passenger Road Transport and its Management 01:15:00 Rail and Transport Management 00:30:00 Transport Management for Ports and Inland Waters 00:30:00 Transport Management for Airlines 00:30:00 Trends, Challenges and Best Practice in Transport Management 00:15:00 Transport Management and Health and Safety 00:30:00 SAP Transportation Management SAP Transportation Domestic Scenario 00:22:00 SAP Transportation Management (TM) Integrated Scenario 00:15:00 TM Overview + End to End Process Flow 00:43:00 SAP TM Uncontrolled Shipment Scenario 00:28:00 SAP TM - Air Way bill ID Generation 00:26:00 Effective SAP TM for perfect order fulfillment! 00:56:00 Assessment Assignment - Diploma in Transport Management 00:00:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Description: iPhone has continued to develop regarding functions and features through the continuous software and application development made possible by the developers. To be able to appreciate their well-developed apps and features, you need to learn the basic iPhone tricks and updated applications. Through this course, you will learn how iPhone app development is made and how you can be part of the team which helps in improving iPhone's applications, features, and functions. Who is the course for? App developers who are interested in checking and trying the features of an iPhone. iPhone owners who want to explore their phones and utilize it. 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 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 hardcopy at a cost of £39 or in PDF format at a 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, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognised accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The iPhone Tricks and App Development course is a useful qualification to possess, and would be beneficial for the following careers: iPhone App Developer iOs Developer. Module 1: Iphone Tricks and Apps The Most Popular Productivity Applications For the Multi-Tasker 01:00:00 Augmented Reality on the iPhone 00:30:00 Funny iPhone tricks 00:30:00 Get Beer and Popcorn on your iPhone 00:15:00 Great iPhone tips 01:00:00 Handy iPhone Tricks and Applications to Have 01:00:00 How to Find Your Way Using iPhone GPS 01:00:00 How to Use TweetDeck on Your iPhone and Stay Connected 00:15:00 Impress your friends with these iPhone usage tips and applications 00:15:00 Interesting iPhone Applications for People to Try 01:00:00 Managing Your To Do List with an iPhone Application 00:30:00 Most Wanted Applications For The iPhone 00:15:00 Popular Tricks for Your IPhone 00:15:00 Teaching Your Kids with an iPhone Application 00:15:00 Using Your iPhone as a Flash Drive 00:30:00 Top 3 Games for iPhone Addicts 00:30:00 Top 3 Must Have Tricks For iPhone Survival 00:15:00 Top 3 Social Networking Applications for the Multi-tasker 01:00:00 Top 3 Tricks to Get The Most out Of Your iPhone 00:15:00 Truly Productive Real Estate Management with an iPhone Application 01:00:00 Using an iPhone Application to Remember Key Dates 00:15:00 Using an iPhone Application to Translate Your Way to Success 00:15:00 Using an iPhone Application to Make Your Run Work for You 01:00:00 Using the Weather Channel iPhone Application to Plan Your Day 00:30:00 Module 2: App Development and Marketing Introduction 00:15:00 Potential Opportunities for Earning 00:30:00 Brainstorming your App Ideas 01:00:00 Developing your App 01:00:00 Marketing your App 01:00:00 Leveraging the App Market 01:00:00 Other Ways to Generate Income with Apps 01:00:00 Conclusion 00:15:00 Resources 00:30:00 Additional Supporting Materials iOS Development 00:00:00 iOS 10 App Essentials 00:00:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Overview This comprehensive course on ITIL Practitioner will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This ITIL Practitioner comes with accredited certification, 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 ITIL Practitioner. It is available to all students, of all academic backgrounds. Requirements Our ITIL Practitioner 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 Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 9 sections • 52 lectures • 07:37:00 total length •Course Introduction!: 00:14:00 •Learning Objectives: 00:06:00 •Selecting a Management System: 00:11:00 •Systems Thinking: 00:13:00 •The 4Ps: 00:14:00 •Communication & Management Systems: 00:14:00 •Organizational Capabilities: 00:10:00 •Adopt, Adapt & Realize: 00:15:00 •Outside-in vs Inside-out Thinking: 00:11:00 •Defining a Service: 00:05:00 •Metrics & Measurement: 00:07:00 •Improvement, the Practitioner & CSI: 00:10:00 •Driving IT Service Management Summary: 00:15:00 •Checkpoint: 00:16:00 •Learning Objectives: 00:04:00 •Principles: 00:24:00 •Themes: 00:09:00 •Principles & Themes in Practice: 00:08:00 •Principles & Themes Summary: 00:03:00 •Checkpoint: 00:07:00 •Learning Objectives: 00:02:00 •Role & Impact of OCM on Improvement: 00:07:00 •OCM Activities: 00:16:00 •OCM & Systems Thinking: 00:06:00 •OCM Summary: 00:05:00 •Checkpoint: 00:10:00 •Learning Objectives: 00:01:00 •Value, Importance & Benefit of Good Communication: 00:05:00 •Principles of Communication: 00:11:00 •Role of Influence: 00:07:00 •Communication Summary: 00:05:00 •Checkpoint: 00:09:00 •Learning Objectives: 00:02:00 •CSFs, KPIs & Improvement: 00:18:00 •Analyze CSFs & KPIs in Context: 00:09:00 •Assessments: 00:04:00 •Use Metrics & Measurement Summary: 00:05:00 •Design a Report: 00:07:00 •Checkpoint: 00:08:00 •Learning Objectives: 00:02:00 •It Depends: 00:09:00 •Approach Deconstructed: 00:25:00 •Goal Question Metric (GQM) Approach Introduction: 00:08:00 •CSI Approach Summary: 00:05:00 •Checkpoint: 00:07:00 •Learning Objectives: 00:01:00 •CSI Approach for the ITIL Practitioner: 00:07:00 •CSI Approach in ITIL: 00:25:00 •CSI Approach, PRINCE2 & RESILIA: 00:06:00 •Integrating CSI with ITIL & Beyond Summary: 00:03:00 •Checkpoint: 00:06:00 •Workbooks - ITIL Practitioner - Video Training Course: 00:00:00
Python for Data Science and Machine Learning Bootcamp online course is suitable for anyone interested in learning Python for data science and machine learning. It is especially ideal for aspiring data scientists and professionals seeking to enhance their data analysis skills.
This course is designed for beginner-level students to create their first voice assistant in Python. If you have the questions: How to create a chatbot in Python? How to build a virtual assistant with Python? Then you are on the right course. This is a great small project to get you started (even if you have little or no prior knowledge in python) and a learning opportunity.
Are you one of those developers who have heard the buzzword about microservices, but you don't know where to start from? Or are you wondering if a microservices architecture is a right fit for your .NET project? Then this course is for you. Learn all about microservices architecture using .NET Core MVC and protect your project or team from the drawbacks of a monolithic application.
In this course, you will learn how to author machine learning models in Python without the aid of frameworks or libraries from scratch. Discover the process of loading data, evaluating models, and implementing machine learning algorithms.
Android Studio Taster Course. Brilliant for a beginner to get started quickly. introduction to the Android Studio environment, to get you started. An interesting and fun session. Hands-on, Practical Course, Instructor-led. 1 hour In our London classroom or online with Gotomeeting.com
Duration 3 Days 18 CPD hours This course is intended for Cluster administrators (Junior systems administrators, junior cloud administrators) interested in deploying additional clusters to meet increasing demands from their organizations. Cluster engineers (Senior systems administrators, senior cloud administrators, cloud engineers) interested in the planning and design of OpenShift clusters to meet performance and reliability of different workloads and in creating work books for these installations. Site reliability engineers (SREs) interested in deploying test bed clusters to validate new settings, updates, customizations, operational procedures, and responses to incidents. Overview Validate infrastructure prerequisites for an OpenShift cluster. Run the OpenShift installer with custom settings. Describe and monitor each stage of the OpenShift installation process. Collect troubleshooting information during an ongoing installation, or after a failed installation. Complete the configuration of cluster services in a newly installed cluster. Installing OpenShift on a cloud, virtual, or physical infrastructure. Red Hat OpenShift Installation Lab (DO322) teaches essential skills for installing an OpenShift cluster in a range of environments, from proof of concept to production, and how to identify customizations that may be required because of the underlying cloud, virtual, or physical infrastructure. This course is based on Red Hat OpenShift Container Platform 4.6. 1 - Introduction to container technology Describe how software can run in containers orchestrated by Red Hat OpenShift Container Platform. 2 - Create containerized services Provision a server using container technology. 3 - Manage containers Manipulate prebuilt container images to create and manage containerized services. 4 - Manage container images Manage the life cycle of a container image from creation to deletion. 5 - Create custom container images Design and code a Dockerfile to build a custom container image. 6 - Deploy containerized applications on OpenShift Deploy single container applications on OpenShift Container Platform. 7 - Troubleshoot containerized applications Troubleshoot a containerized application deployed on OpenShift. 8 - Deploy and manage applications on an OpenShift cluster Use various application packaging methods to deploy applications to an OpenShift cluster, then manage their resources. 9 - Design containerized applications for OpenShift Select a containerization method for an application and create a container to run on an OpenShift cluster. 10 - Publish enterprise container images Create an enterprise registry and publish container images to it. 11 - Build applications Describe the OpenShift build process, then trigger and manage builds. 12 - Customize source-to-image (S2I) builds Customize an existing S2I base image and create a new one. 13 - Create applications from OpenShift templates Describe the elements of a template and create a multicontainer application template. 14 - Manage application deployments Monitor application health and implement various deployment methods for cloud-native applications. 15 - Perform comprehensive review Create and deploy cloudinative applications on OpenShift.