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Course Overview Discover how to become a data scientist, prove hypotheses, and build complex algorithms with this advanced course on Statistics & Probability for Data Science & Machine Learning. This intuitive training will empower you to manipulate records and understand how to break down the most complex processes in this fascinating field. This comprehensive Data Science tutorial delivers the ideal way to learn the methodology and principles needed to excel in this sector. You will be given expert tuition in using all the relevant concepts for analysing information, gain a genuine understanding of these concepts, and attain the skills to excel in appropriate IT commercial industries. Complete this training, and you will have a unique advantage to work in such areas as automobile design, banking service, media forecasting, and much more. This best selling Statistics & Probability for Data Science & Machine Learning has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Statistics & Probability for Data Science & Machine Learning is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Statistics & Probability for Data Science & Machine Learning is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Statistics & Probability for Data Science & Machine Learning is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Statistics & Probability for Data Science & Machine Learning, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Statistics & Probability for Data Science & Machine Learning will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Statistics & Probability for Data Science & Machine Learning to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.  Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

Get ready for an exceptional online learning experience with the Transport, Airport Management, Import/Export, Commrcial Law & Driver Safety bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The Transport & Airport Management package is dynamic, blending the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Transport & Airport Management package has something for everyone. As part of the Transport & Airport Management you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the Transport, Airport Management, Import/Export, Commrcial Law & Driver Safety bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This Bundle Comprises the Following Transport, Airport Management, Import/Export, Commrcial Law & Driver Safety CPD-accredited courses: Course 01: Transport Manager Course 02: Port Management Diploma Course 03: Airport Management Course Course 04: Delivery Driver Training Course 05: Operations and Warehouse Management with Transport Management Course 06: Commercial law Course 07: Import/Export Course 08: Logistic Management Course 09: Supply Chain Management Course 10: Transport Planner Course Course 11: Electric Vehicle Battery Management System Course 12: Delivery Manager Course 13: Driver Safety Awareness Course 14: Safeguarding for Taxi Drivers Course 15: Risk Management Course 16: Hybrid Vehicle Expert Training Course 17: Automotive Engineering: Onboard Diagnostics Course 18: Workplace First Aid Level 3 Course 19: Career Development Plan Fundamentals Course 20: CV Writing and Job Searching What will make you stand out? Upon completion of this online Transport, Airport Management, Import/Export, Commrcial Law & Driver Safety bundle, you will gain the following: CPD QS Accredited Proficiency with this Transport & Airport Managementbundle After successfully completing the Transport & Airport Managementbundle, you will receive a FREE PDF Certificate from REED as evidence of your newly acquired abilities. Lifetime access to the whole collection of learning materials in this Transport & Airport Managementbundle The online test with immediate results You can study and complete the Transport & Airport Managementbundle at your own pace. Study for the Transport & Airport Managementbundle using any internet-connected device, such as a computer, tablet, or mobile device. Each course in this Transport, Airport Management, Import/Export, Commrcial Law & Driver Safety bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This Transport & Airport Management bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with Transport, Airport Management, Import/Export, Commrcial Law & Driver Safety, a rich anthology of 30 diverse courses. Our experts handpick each course in the Transport & Airport Management bundle to ensure a wide spectrum of learning opportunities. This Transport & Airport Management bundle will take you on a unique and enriching educational journey. The Transport, Airport Management, Import/Export, Commrcial Law & Driver Safety bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill Transport, Airport Management, Import/Export, Commrcial Law & Driver Safetyset, the Transport & Airport Managementbundle offers you the flexibility and convenience to learn at your own pace. Make the Transport & Airport Management package your trusted companion in your lifelong learning journey. CPD 200 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Transport, Airport Management, Import/Export, Commrcial Law & Driver Safety bundle is perfect for: Individuals interested in a career in transport and logistics, seeking foundational knowledge in various related sectors. Current professionals in the transport industry aiming to broaden their skill set to include airport management and trade regulations. Entrepreneurs looking to start or expand a business in the import/export sector who need to understand legal and logistical frameworks. Legal advisors and consultants who specialise in commercial law, particularly those focusing on international trade and transportation laws. Safety officers and managers in transportation industries who want to enhance their knowledge of driver safety practices and regulations. Requirements You are warmly invited to register for this bundle. Please be aware that no formal entry requirements or qualifications are necessary. This curriculum has been crafted to be open to everyone, regardless of previous experience or educational attainment. Career path Upon Transport, Airport Management, Import/Export, Commrcial Law & Driver Safety course completion, you can expect to: Transport Manager: Airport Operations Manager Import/Export Specialist Commercial Lawyer Safety Compliance Officer Logistics Coordinator Freight Forwarder Supply Chain Analyst Fleet Manager Risk Management Consultant Certificates CPD Certificates Digital certificate - Included

The course aims to develop students' knowledge and skills in areas such as adult learning theory, instructional design, performance assessment, training delivery methods, and evaluation techniques. The course also aims to provide students with practical skills and knowledge that they can apply in real-world situations. This includes the ability to assess training needs, design and deliver training programs, evaluate training effectiveness, and develop strategies for continuous learning and development. After the successful completion of the course, student will be able to learn about the following, Training in Health & Social Care. The Health Care Career Pathways. The Career development areas in health and social such as NHS Kite Mark, Role profiles in NHS, Health and Social Care Labor Market, National Institute for Health Research, Lifelong Learning and Development. The Training and Development in Healthcare course is designed to equip healthcare professionals with the knowledge and skills necessary to design, implement, and evaluate effective training and development programs in healthcare organizations. Throughout the course, students will explore adult learning theory, instructional design, performance assessment, training delivery methods, and evaluation techniques. This will provide students with a solid foundation in the principles and practices of training and development. Students will also develop practical skills that they can apply in real-world situations. This includes the ability to assess training needs, design and deliver effective training programs, evaluate training effectiveness, and develop strategies for continuous learning and development. Students will learn how to tailor training programs to meet the unique needs of healthcare organizations and the healthcare professionals who work within them. The aim of a Training and Development in Healthcare course is to provide healthcare professionals with the knowledge and skills necessary to design, implement, and evaluate effective training and development programs in healthcare organizations. The course aims to develop students' knowledge and skills in areas such as adult learning theory, instructional design, performance assessment, training delivery methods, and evaluation techniques. The course also aims to provide students with practical skills and knowledge that they can apply in real-world situations. This includes the ability to assess training needs, design and deliver training programs, evaluate training effectiveness, and develop strategies for continuous learning and development. make a course discription VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Training and Development In Healthcare - N Self-paced pre-recorded learning content on this topic. Training and Development In Healthcare Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. Healthcare Educator Training and Development Manager Clinical Educator Professional Development Specialist Director of Education and Training Learning and Development Specialist Staff Development Coordinator Instructional Designer Healthcare Trainer Clinical Skills Trainer Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

Get ready for an exceptional online learning experience with the HR Management, Recruitment, Interview, Payroll & Performance Management bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The HR Management, Recruitment, Interview, Payroll & Performance Management is a dynamic package, blending the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the HR Management package has something for everyone. As part of the HR Management, Recruitment, Interview, Payroll & Performance Management package, you will receive complimentary PDF certificates for all courses in this HR Management bundle at no extra cost. Equip yourself with the HR Management bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This HR Management Bundle Comprises the Following CPD Accredited Courses: HR Management Training Recruitment Consultant Diploma Payroll Management Course Virtual Interviewing for HR UK Employment Law Diploma in Office Administration Online Meeting Management Online Equality, Diversity and Discrimination Cross-Cultural Awareness Training GDPR UK Training Conflict Resolution in the Workplace Crisis Communication for HR Workplace Performance Management Workplace Productivity Training Effective Communication Skills Career Development Plan Fundamentals CV Writing and Job Searching Learn to Level Up Your Leadership Networking Skills for Personal Success Ace Your Presentations: Public Speaking Masterclass Learning Outcome: Gain comprehensive insights into multiple fields. Foster critical thinking and problem-solving skills across various disciplines. Understand industry trends and best practices through the HR Management Bundle. Develop practical skills applicable to real-world situations. Enhance personal and professional growth with HR Management. Build a strong knowledge base in your chosen course via HR Management. Benefit from the flexibility and convenience of online learning. With the HR Management package, validate your learning with a CPD certificate. Each courses in this HR Management bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with HR Management, Recruitment, Interview, Payroll & Performance Management, a rich anthology of 15 diverse courses. Each course in the HR Management bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. This HR Management, Recruitment, Interview, Payroll & Performance Management bundle will take you on a unique and enriching educational journey. The HR Management bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the HR Management, Recruitment, Interview, Payroll & Performance Management bundle offers you the flexibility and convenience to learn at your own pace. Make the HR Management package your trusted companion in your lifelong learning journey. CPD 200 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The HR Management, Recruitment, Interview, Payroll & Performance Management bundle is perfect for: Lifelong learners looking to expand their knowledge and skills. Professionals seeking to enhance their career with CPD certification. Individuals wanting to explore new fields and disciplines. Anyone who values flexible, self-paced learning from the comfort of home. Requirements Without any formal requirements, you can delightfully enrol in this HR Management, Recruitment, Interview, Payroll & Performance Management course. Career path Unleash your potential with the HR Management, Recruitment, Interview, Payroll & Performance Management bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the HR Management bundle package. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

Restorative Interventions in Schools A “Restorative Solution” is a non-adversarial approach to conflict resolution where the person who has done something wrong in a given situation becomes accountable to those s/he has harmed. This person is then given the opportunity to “make up” for their inappropriate behaviour through agreement and reparation. An intervention can involve a formal conference, or it can be a simple conversation on a corridor or playground. Restorative Interventions work with all ages of young people, and the techniques can be used in parental meetings, can prevent exclusions and challenge poor behaviour. Our feedback tells us that when problems between young people are addressed in this way, those problems rarely reoccur. Course Category Behaviour and Relationships Teaching and Learning Description Restorative Interventions in Schools A “Restorative Solution” is a non-adversarial approach to conflict resolution where the person who has done something wrong in a given situation becomes accountable to those s/he has harmed. This person is then given the opportunity to “make up” for their inappropriate behaviour through agreement and reparation. An intervention can involve a formal conference, or it can be a simple conversation on a corridor or playground. Restorative Interventions work with all ages of young people, and the techniques can be used in parental meetings, can prevent exclusions and challenge poor behaviour. Our feedback tells us that when problems between young people are addressed in this way, those problems rarely reoccur. Also Available on line– self paced learning… give it a try! Testimonials ‘Interesting. A different approach. Another ‘weapon’ in the armoury. Will try to use.’ ‘Made me think how I can approach confrontations differently. Useful, reminded me where my focus should be and that things will be difficult at times, but that’s no excuse to stay in the comfort zone!’ ‘Excellent day. Lots of ideas to take away and use on a daily basis. Thanks.’ ‘Nice to do some work on behaviour without sanctions and restraints in mind’ Learning Objectives To introduce participants to Restorative Interventions To develop understanding of value and role in developing inclusive practice of Restorative Interventions To develop and practise Restorative Intervention skills processes Opportunity to reflect on professional practice Mutual support established with other ‘front line’ practitioners Who Is It For ? Multi Agency Teams Social workers CAMHS teams Year Managers Primary and secondary staff Early Years and School based Practitioners Heads and Deputies SENCOs Advanced Skills Teachers Primary and secondary teachers Local Authority Support Services Course Content This can be introduced in one day or as a workshop but is better offered over a series of sessions. The course answers the questions: What should we do if rewards and punishments do not work? Can we find an alternative process to recommending permanent exclusion or special unit or school placement? Struggling with a child for whom praise and sanctions seem ineffective? Want to develop a more restorative school or team? I need a process which works with relationships not just behaviour. What will work for our relationships policy? This day’s training will enable participants to facilitate Short Restorative Conferences, and will suggest ways of working with young people and others that will help to repair broken relationships, and challenge some difficult behaviour. Including all those affected by an incident in its resolution is a powerful way of producing significant improvements in behaviour. We will cover: What are restorative solutions? Background and detailed teaching of processes Inclusion values underpinning this work Processes modelled and opportunities to try process out Practical setting up of restorative conferences Stories and outcomes

11 in 1 Payroll management Bundle Did you know that the UK has an average payroll error cost of £2,500, with 60% of businesses fined and 40% struggling to comply with payroll legislation changes.? Are you ready to take the first step towards a rewarding career in this field? Join our Payroll Management bundle and unlock a world of opportunities! With a single payment, you will gain access to Diploma in Payroll Management bundle, including 10 premium courses, a QLS Endorsed Hardcopy certificate (for the title course) and 11 PDF certificates for Absolutely free. This Payroll Management Bundle Package includes: Course 01: Diploma in Payroll Management at QLS Level 4 10 Additional Premium CPDQS Accredited Courses - Course 01: Accountancy Course 02: Xero Accounting - Complete Training Course 03: UK Employment Law Masterclass Course 04: Financial Analysis for Finance Reports Course 05: UK Tax Accounting Course Course 06: Data Entry Administrator Diploma Course 07: Excel Data Analysis Course 08: GDPR Training Course 09: Fraud Management and AML Course 10: Time Management Our Payroll Management bundle offers a comprehensive education in payroll processes and related skills. This Payroll Management bundle covers payroll principles, accounting, Xero software training, UK employment law, financial analysis, tax accounting, data entry, GDPR compliance, fraud management, and time management. Learning Outcomes of Payroll Management Learn about the UK payroll system's legislation and foundations. Recognise the importance of pension programs and processing deadlines. Learn how to make new personnel records and modify existing ones. Learn how to submit financial reports and e-submissions professionally. Investigate techniques for ensuring on-time payment during busy periods. Discover how to check up on old records and reset payment information. Explore the year-end procedures. Invest in your professional growth and elevate your career trajectory by embarking on this enriching payroll management journey today. Why Choose Us? Get a Free CPD Accredited Certificate upon completion of Payroll management Get a free student ID card with Payroll management Training The Payroll management is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Lifetime access to the Payroll management course materials The Payroll management comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum: *** The Payroll Management Bundle Course has the following curriculum: Module 01: Payroll System In The UK Module 02: Payroll Basics Module 03: Company Settings Module 04: Legislation Settings Module 05: Pension Scheme Basics Module 06: Pay Elements Module 07: The Processing Date Module 08: Adding Existing Employees Module 09: Adding New Employees Module 10: Payroll Processing Basics Module 11: Entering Payments Module 12: Pre-Update Reports Module 13: Updating Records Module 14: E-Submissions Basics Module 15: Process Payroll (November) Module 16: Employee Records And Reports Module 17: Editing Employee Records Module 18: Process Payroll (December) Module 19: Resetting Payments Module 20: Quick SSP Module 21: An Employee Leaves Module 22: Final Payroll Run Module 23: Reports And Historical Data Module 24: Year-End Procedures Assessment Process You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. After passing the Diploma in Payroll Management at QLS Level 4 exam, you will be able to request a certificate endorsed by the Quality Licence Scheme absolutely FREE of cost. CPD 220 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This bundle is ideal for: Students seeking mastery in this field Professionals seeking to enhance their skills Anyone who is passionate about this topic Requirements This Bundle has no formal entry criteria, and everyone is welcome to enrol! Anyone with a desire to learn is welcome to this course without hesitation. Career path Enrolling on this programme can lead you to the following career paths: Business Analyst HR Manager CIS specialist The annual pay in this industry will range between £22,000 to £40,000+ Certificates CPD Accredited PDF Certificate Hard copy certificate - Included CPD Accredited Hard copy certificate Certificate £29 Diploma in Payroll Management at QLS Level 4 Hard copy certificate - Included

48-Hour Knowledge Knockdown! Prices Reduced Like Never Before! This Child Development at QLS Level 4 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 120 CPD points) to make your skill development & career progression more accessible than ever! Are you looking to improve your current abilities or make a career move? If yes, our unique Telemarketing & Sales Training at QLS Level 4 course might help you get there! It is an expertly designed course which ensures you learn everything about the topic thoroughly. Expand your expertise with high-quality training from the Telemarketing & Sales Training at QLS Level 4 course. Due to Telemarketing & Sales Training at QLS Level 4's massive demand in the competitive market, you can use our comprehensive course as a weapon to strengthen your knowledge and boost your career development. Learn Telemarketing & Sales Training at QLS Level 4 from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career. The Telemarketing & Sales Training at QLS Level 4 course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the Telemarketing & Sales Training at QLS Level 4 course, an instant e-certificate will be exhibited in your profile that you can order as proof of your skills and knowledge. Add these amazing new skills to your resume and boost your employability by simply enrolling in this Telemarketing & Sales Training at QLS Level 4 course. This Telemarketing & Sales Training at QLS Level 4 training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! Why Prefer This Telemarketing & Sales Training at QLS Level 4 Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme & another accredited by CPDQS which is completely free. Get a free student ID card! (£10 postal charge will be applicable for international delivery) Innovative and engaging content. Free assessments 24/7 tutor support. Take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the Telemarketing & Sales Training at QLS Level 4 course: Module 1: Introduction to Tele Sales Executive Training Module 2: All About Telemarketing Module 3: Elevate Sales on Telephone Module 4: Prospective Telephone-Sales Expert Module 5: The Right Words and Phrases to Use on a Sales Call Module 6: Preparing the Call Module 7: Opening the Call Module 8: Structuring the Call Module 9: Verbal Communication Skills Module 10: Dealing with Objections Module 11: Closing the Sale/ Gaining Commitment Module 12: Dealing with Rejection Module 13: Close a Sale Call Module 14: Increasing your Earnings by Expanding Sales Assessment Process You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the Child Development at QLS Level 4 exams. CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Telemarketing & Sales Training at QLS Level 4 course is perfect for highly motivated people who want to improve their technical skills and prepare for the career they want! Requirements Telemarketing & Sales Training at QLS Level 4 No prior background or expertise is required. Career path The Telemarketing & Sales Training at QLS Level 4 course will boost your CV and aims to help you get the job or even the long-awaited promotion of your dreams. Certificates Child Development at QLS Level 4 Hard copy certificate - Included Show off Your New Skills with a Certificate of Completion After successfully completing the Child Development at QLS Level 4, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme and also you can order CPDQSAccredited Certificate that is recognised all over the UK and also internationally. The certificates will be home-delivered, completely free of cost. CPDQS Accredited Certificate Digital certificate - Included

Overview This comprehensive course on Data Science & Machine Learning with R will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with R 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 Data Science & Machine Learning with R. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with R 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 10 sections • 69 lectures • 22:07:00 total length •Data Science and Machine Learning Introduction: 00:03:00 •What is Data Science: 00:10:00 •Machine Learning Overview: 00:05:00 •Who is This Course for: 00:03:00 •Data Science and Machine Learning Marketplace: 00:05:00 •Data Science and Machine Learning Job Opportunities: 00:03:00 •Getting Started: 00:11:00 •Basics: 00:06:00 •Files: 00:11:00 •RStudio: 00:07:00 •Tidyverse: 00:05:00 •Resources: 00:04:00 •Unit Introduction: 00:30:00 •Basic Type: 00:09:00 •Vector Part One: 00:20:00 •Vectors Part Two: 00:25:00 •Vectors - Missing Values: 00:16:00 •Vectors - Coercion: 00:14:00 •Vectors - Naming: 00:10:00 •Vectors - Misc: 00:06:00 •Creating Matrics: 00:31:00 •List: 00:32:00 •Introduction to Data Frames: 00:19:00 •Creating Data Frames: 00:20:00 •Data Frames: Helper Functions: 00:31:00 •Data Frames Tibbles: 00:39:00 •Intermediate Introduction: 00:47:00 •Relational Operations: 00:11:00 •Conditional Statements: 00:11:00 •Loops: 00:08:00 •Functions: 00:14:00 •Packages: 00:11:00 •Factors: 00:28:00 •Dates and Times: 00:30:00 •Functional Programming: 00:37:00 •Data Import or Export: 00:22:00 •Database: 00:27:00 •Data Manipulation in R Introduction: 00:36:00 •Tidy Data: 00:11:00 •The Pipe Operator: 00:15:00 •The Filter Verb: 00:22:00 •The Select Verb: 00:46:00 •The Mutate Verb: 00:32:00 •The Arrange Verb: 00:10:00 •The Summarize Verb: 00:23:00 •Data Pivoting: 00:43:00 •JSON Parsing: 00:11:00 •String Manipulation: 00:33:00 •Web Scraping: 00:59:00 •Data Visualization in R Section Intro: 00:17:00 •Getting Started: 00:16:00 •Aesthetics Mappings: 00:25:00 •Single Variable Plots: 00:37:00 •Two Variable Plots: 00:21:00 •Facets, Layering, and Coordinate Systems: 00:18:00 •Styling and Saving: 00:12:00 •Creating with R Markdown: 00:29:00 •Introduction to R Shiny: 00:26:00 •A Basic R Shiny App: 00:31:00 •Other Examples with R Shiny: 00:34:00 •Machine Learning Part 1: 00:22:00 •Machine Learning Part 2: 00:47:00 •Starting a Data Science Career Section Overview: 00:03:00 •Data Science Resume: 00:04:00 •Getting Started with Freelancing: 00:05:00 •Top Freelance Websites: 00:05:00 •Personal Branding: 00:05:00 •Importance of Website and Blo: 00:04:00 •Networking Do's and Don'ts: 00:04:00