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Register on the Tableau Crash Course 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 Tableau Crash Course course 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 Tableau Crash Course 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 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 Tableau Crash Course 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. Course Content Section 1: Introduction to Tableau Module 01: Introduction to Tableau 00:01:00 Module 02: Installing Tableau 00:02:00 Section 2: Connecting and Preparing Data Module 01: A Note before watching the next lecture 00:01:00 Module 02: Importing data to a Google Sheet 00:05:00 Module 03: Linking to a Google Sheet 00:02:00 Module 04: Connecting your Data to Tableau 00:13:00 Module 05: Preparing your Data for Analyzing 00:07:00 Module 06: Auditing your Data 00:09:00 Section 3: Creating Charts and Calculations Module 01: Creating Charts on Tableau 00:22:00 Module 02: Creating Calculations on Tableau 00:26:00 Section 4: Building and Publishing Dashboards Module 01: Building a COVID-19 Dashboard 00:17:00 Module 02: Publish your Dashboard to Tableau Public 00:03:00 Section 5: Build a Dashboard Analyzing Trumps Tweets about COVID-19 Module 01: Introduction 00:01:00 Module 02: Connecting Data on Tableau 00:10:00 Module 03: Building Chart and Creating Calculated Field 00:38:00 Module 04: Creating Dashboard 00:38:00 Resources Resources - Tableau Crash Course: Build and Share a COVID-19 Dashboard 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.

Highlights of the Course Course Type: Online Learning Duration: 2 Hours 36 Minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about Microsoft Power BI Understand the core competencies and principles of Microsoft Power BI Explore the various areas of Microsoft Power BI Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert Power BI user Power BI - Analyze and Interactively Visualize Business Data Training Course Master the skills you need to propel your career forward in Microsoft Power BI. This course will equip you with the essential knowledge and skillset that will make you a confident Power BI user and take your career to the next level. This comprehensive Power BI - analyze and interactively visualize business data training course is designed to help you surpass your professional goals. The skills and knowledge that you will gain through studying this Power BI - analyze and interactively visualize business data training course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career. This comprehensive course will teach you the theory of effective Microsoft Power BI practice and equip you with the essential skills, confidence and competence to assist you in the Microsoft Power BI industry. You'll gain a solid understanding of the core competencies required to drive a successful career in Microsoft Power BI. This course is designed by industry experts, so you'll gain knowledge and skills based on the latest expertise and best practices. This extensive course is designed for Power BI user or for people who are aspiring to specialise in Microsoft Power BI. Enrol in this Power BI - analyze and interactively visualize business data training course today and take the next step towards your personal and professional goals. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV that will help you outshine other candidates. Who is this Course for? This comprehensive Power BI - analyze and interactively visualize business data training course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this Microsoft Power BI can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This Power BI - analyze and interactively visualize business data training course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This Power BI - analyze and interactively visualize business data training course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This Power BI - analyze and interactively visualize business data training course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. Course Curriculum Introduction - What is Power BI? Introduction - What is Power BI. 00:08:00 Getting Started with Power BI Pro Getting Started with Power BI Pro 00:09:00 Working With Various Data Sources in Power BI Using Data from Excel Tables in Power BI 00:04:00 Using Data from Normalized Excel Spreadsheets in Power BI 00:09:00 Update Data in Power BI 00:04:00 Import Data from Websites into Power BI 00:02:00 Import Data from a PDF File into Power BI 00:03:00 Import Data from a CSV File into Power BI 00:04:00 Import Data from Access Databases into Power BI 00:07:00 Elaborate a Power BI Report to Enable Decision Making Elaborate a Power BI Report to Enable Decision Making 00:10:00 Improve a Power BI Report to Increase Informative Value 00:08:00 Optimize Power BI Reports to Improve Readability Edit Field Properties in Power BI to Improve Readability 00:04:00 Format Axes to Make Data Comparable 00:04:00 Visualize Benchmarks with Reference Lines 00:02:00 Add Annotations Using Text Boxes 00:03:00 Create YoY Comparisons Conveniently 00:03:00 Visualize Data on Maps to Valorize Reports 00:06:00 Enrich Visualisations with Radial Gauges - Speedometer and Thermometer 00:06:00 Enrich Visualisations with Conditional Formatting 00:03:00 Perform Advanced Data Analysis by Using Filters and Slicers 00:07:00 If Default Visualizations are not Enough: Add Custom Visuals 00:04:00 Customize the Design of a Report 00:03:00 Save Key Findings in Easy-to-Access Bookmarks 00:03:00 Optimize Reports for Mobile Devices 00:01:00 Access from Anywhere with Power BI 00:04:00 Working With Data - Advanced Techniques Improve Datasets by Extracting Data from Fields and Adding Fields 00:07:00 Create Calculated Columns if the Data Source is Insufficient 00:08:00 Take Advantage of Predefined Calculations Using Quick Measures 00:06:00 Create Virtual Columns Using Measures 00:03:00 Power BI Service - The Online Version of Power BI Power BI Service - First Steps 00:06:00 Share Power BI Reports for Collaboration 00:06:00 Provide Power BI Reports in Microsoft Teams 00:02:00 Publish Power BI Reports Manage Roles and Assign Users 00:09:00 From Complex Reports to Clear Dashboards 00:09:00 Set Up Alerts for Target Values 00:12:00 Commenting on Reports and Dashboards 00:04:00 Use Data Gateways to Access Local Data Safely 00:02:00 Optimizing Power BI with Advanced Settings 00:08:00 Appendix: The Various Power BI Components and How to Install Power BI Installing Power BI Pro 00:08:00 Activate the Power BI Service 00:01:00 Final Remarks Final Remarks 00:01:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Description Learn to create data dashboard and visualization within minutes using Microsoft Power BI. Microsoft Power BI - Master Power BI in 90 Minutes! course teaches you how to transform your data into live dashboards and reports and helps you to find answers to your company's most important questions. Microsoft Power BI is data visualization software. It is a business analytics service provided by Microsoft that will deliver insights throughout your organization. You can connect hundreds of data sources. It simplifies data prep and drives ad hoc analysis. Microsoft Power BI - Master Power BI in 90 Minutes! course covers all the essential features and usage of Microsoft Power BI and guides you to use the program for organizing your business tasks. Throughout the course, you will learn how to unify data from many sources to create interactive, immersive dashboards and reports which will provide actionable insights and drive business results. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. 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? Microsoft Power BI - Master Power BI in 90 Minutes! 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 Microsoft Power BI - Master Power BI in 90 Minutes! 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. Power BI - Introduction Overview of Power BI Course 00:02:00 Power BI Intro 00:03:00 03 - Power BI High Level Flow 00:02:00 04 - Install and Sign Up 00:03:00 05 - Power Query Intro 00:05:00 06 - Power Pivot Intro 00:01:00 07 - Power View Intro 00:02:00 Your First Power BI Dashboard 08 - Big Picture 00:02:00 09 - Get Data 00:07:00 10 - How to Get More Data 00:01:00 11 - Modelling Data 00:03:00 12 - Adding Relationships Manually 00:02:00 13 - Visualization 00:05:00 14 - Visualization Customization 00:01:00 15 - More Visualizations 00:02:00 16- Visualization Format and Analytics 00:03:00 17 - Ask a Question 00:02:00 Your Advanced Power BI Dashboard with Real Live Data Adv 01 - Real World Example 00:06:00 Adv 02 - Get Data 00:13:00 Adv 03 - Modelling Data 00:05:00 Adv 04 - Visualization with multiple charts 00:11:00 Adv 05 - Publishing 00:05:00 Adv 06 - Power BI Website 00:08:00 Course Bounses FINAL 00:01:00 Resources Resources - Microsoft Power BI - Master Power BI in 90 Minutes! 00:00:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Business Leadership & Management Training Masterclass Step into the world of effective leadership with our Business Leadership & Management Training Masterclass. This all-in-one course teaches you how to lead teams, manage change, and build a strong work environment. You'll explore leadership models, develop personal mastery, and learn practical skills like delegation, feedback, and strategic planning. With easy-to-follow lessons and real-world tips, this course will help you grow into the confident leader every organisation needs. Course Curriculum About the Learning Organization Achieving Personal Mastery Analyzing Our Mental Models Achieving a Shared Vision Team Learning Systems Thinking Understanding Leadership Five Practices Building Trust Managing Change The Four Room Apartment Time Management Tips and Tricks Managers vs. Leaders Types of Thinking Influence Strategies Managing Relationships Strategic Planning Doing Delegation Right Criteria for Useful Feedback Feedback Techniques Mastering Your Body Language Meeting Management Pumping up a Presentation What’s Your Type? How About Mine? Understanding Leadership Manage Your Time and Your Energy Employee Development Models Dealing with Conflict and Difficult Issues What Successful Leaders Do What’s In A Word? Fundamental Elements The Four-I Model of Organizational Conversation The Conversational Leadership Framework World Cafe What is Self-Leadership? Knowing Who You Are Knowing What You Do Motivation for Optimists Using What You Know Women and the Workforce Barriers and Benefits to Women’s Leadership Social and Emotional Intelligence Self-Awareness Developing Leadership Awareness and Brand Leadership Skills Making Good Decisions Creating Your Workplace Philosophy (Learn more about this online course)

Overview This comprehensive course on Flowchart Mapping will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Flowchart Mapping 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 Flowchart Mapping. It is available to all students, of all academic backgrounds. Requirements Our Flowchart Mapping 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 4 sections • 23 lectures • 01:12:00 total length •Introduction: 00:02:00 •What is the purpose of this course?: 00:03:00 •What is process mapping?: 00:04:00 •What is a flowchart?: 00:02:00 •Pros vs. Cons of a flowchart: 00:07:00 •Flowchart icons: 00:02:00 •Scenario: 00:02:00 •Step 1: Identify the process: 00:02:00 •Step 1: Identify the process demonstration: 00:02:00 •Step 2: Identify the parameters: 00:04:00 •Step 2: Identify the parameters demonstration: 00:04:00 •Step 3: Identify start & end: 00:03:00 •Step 3: Identify start & end demonstration: 00:03:00 •Step 4: Identify the departments: 00:02:00 •Step 4: Identify the department's demonstration: 00:02:00 •Step 5: Identify the key steps: 00:02:00 •Step 5: Identify the key steps demonstration: 00:05:00 •Step 6: Identify the connecting steps: 00:02:00 •Step 6: Identify the connecting steps demonstration: 00:06:00 •Step 7: Identify the flow: 00:03:00 •Step 7: Identify the flow demonstration: 00:06:00 •Step 8: Validate the map: 00:02:00 •Step 8: Validate the map demonstration: 00:02:00

The Professional Certificate in Research Data Analysis Methods aims to provide extensive training on the nature, importance and expected results from qualitative and quantitative data analysis methods so that the learner can decide on the adoption of either or both methods after evaluation of the research objectives. Learning Outcomes After the successful completion of the certificate, the student will be able to learn: Data Analysis. Quantitative Data Analysis. Data Types of Quantitative Data Analysis. Designing Table and charts. Appreciating Data Analytics. Data-Analytic Methods. Analysing Quantitative Data. Qualitative Data analysis. Dimensions of Qualitative Analysis. Qualitative Data Analysis Methods. Analysing Qualitative Data. 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. Research Data Analysis Methods The course aims to provide extensive training on the nature, importance and expected results from both qualitative and quantitative data analysis methods. Research Data Analysis Methods 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 gets updated on current ideas in their respective field. We recommend this certificate for the following audience. CEO, Director, Manager, Supervisor Research student Business researcher Research supervisor Research Teacher 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.

The course explores the essential concepts and tools in financial performance analysis for better financial decisions. The learner will be able to appraise different financial statements for interpreting the health of an organization. After the successful completion of this lecture, you will be able to understand the following: Understanding the introduction to the Financial performance. the financial performance measures. Understanding the concept of financial statement analysis. Understanding the Steps for Effective Financial Statement Analysis. The Financial Statement Analysis Techniques. Understanding the concept of Financial statements. 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. Understanding The Financial Performance Analysis Self-paced pre-recorded learning content on this topic. Quiz: Understanding The Financial Performance Analysis 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 knowledge of the learner in the field. This certificate is for everyone eager to know more and gets updated on current ideas in their respective field. We recommend this certificate for the following audience. CEO, Director, Manager, Supervisor Financial Analyst Finance Manager Accountant Investment Specialist Operations Manager Team Lead Average Completion Time 2 Weeks Accreditation 1 CPD Hour 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.

Delve into the world of data analysis with 'R Programming for Data Science,' a course designed to guide learners through the intricacies of R, a premier programming language in the data science domain. The course opens with a broad perspective on data science, illuminating the pivotal role of R in this field. Learners are then introduced to R and RStudio, equipping them with the foundational tools and interfaces essential for R programming. The curriculum progresses with an introduction to the basics of R, ensuring learners grasp the core principles that underpin more complex operations. A highlight of this course is its in-depth exploration of R's versatile data structures, including vectors, matrices, factors, and data frames. Each unit is crafted to provide learners with a comprehensive understanding of these structures, pivotal for effective data handling and manipulation. The course also emphasizes the importance of relational and logical operators in R, key elements for executing data operations. As the course advances, learners will engage with the nuances of conditional statements and loops, essential for writing efficient and dynamic R scripts. Moving into more advanced territories, the course delves into the creation and usage of functions, an integral part of R programming, and the exploration of various R packages that extend the language's capabilities. Learners will also gain expertise in the 'apply' family of functions, crucial for streamlined data processing. Further units cover regular expressions and effective strategies for managing dates and times in data sets. The course concludes with practical applications in data acquisition, cleaning, visualization, and manipulation, ensuring learners are well-prepared to tackle real-world data science challenges using R. Learning Outcomes Develop a foundational understanding of R's role in data science and proficiency in RStudio. Gain fluency in R programming basics, enabling the handling of complex data tasks. Acquire skills in managing various R data structures for efficient data analysis. Master relational and logical operations for advanced data manipulation in R. Learn to create functions and utilize R packages for expanded analytical capabilities. Why choose this R Programming for Data Science course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this R Programming for Data Science course for? Beginners in data science eager to learn R programming. Data analysts and scientists looking to enhance their skills in R. Researchers in various fields requiring advanced data analysis tools. Statisticians seeking to adopt R for more sophisticated data manipulations. Professionals in finance, healthcare, and other sectors needing data-driven insights. Career path Data Scientist (R Expertise): £30,000 - £70,000 Data Analyst (R Programming Skills): £27,000 - £55,000 Bioinformatics Scientist (R Proficiency): £35,000 - £60,000 Quantitative Analyst (R Knowledge): £40,000 - £80,000 Research Analyst (R Usage): £25,000 - £50,000 Business Intelligence Developer (R Familiarity): £32,000 - £65,000 Prerequisites This R Programming for Data Science does not require you to have any prior qualifications or experience. You can just enrol and start learning.This R Programming for Data Science was made by professionals and it is compatible with all PC's, Mac's, 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. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Unit 01: Data Science Overview Introduction to Data Science 00:01:00 Data Science: Career of the Future 00:04:00 What is Data Science? 00:02:00 Data Science as a Process 00:02:00 Data Science Toolbox 00:03:00 Data Science Process Explained 00:05:00 What's next? 00:02:00 Unit 02: R and RStudio Engine and coding environment 00:03:00 Installing R and RStudio 00:04:00 RStudio: A quick tour 00:04:00 Unit 03: Introduction to Basics Arithmetic with R 00:03:00 Variable assignment 00:04:00 Basic data types in R 00:03:00 Unit 04: Vectors Creating a vector 00:05:00 Naming a vector 00:04:00 Arithmetic calculations on vectors 00:07:00 Vector selection 00:06:00 Selection by comparison 00:04:00 Unit 05: Matrices What's a Matrix? 00:02:00 Analyzing Matrices 00:03:00 Naming a Matrix 00:05:00 Adding columns and rows to a matrix 00:06:00 Selection of matrix elements 00:03:00 Arithmetic with matrices 00:07:00 Additional Materials 00:00:00 Unit 06: Factors What's a Factor? 00:02:00 Categorical Variables and Factor Levels 00:04:00 Summarizing a Factor 00:01:00 Ordered Factors 00:05:00 Unit 07: Data Frames What's a Data Frame? 00:03:00 Creating Data Frames 00:20:00 Selection of Data Frame elements 00:03:00 Conditional selection 00:03:00 Sorting a Data Frame 00:03:00 Additional Materials 00:00:00 Unit 08: Lists Why would you need lists? 00:01:00 Creating a List 00:06:00 Selecting elements from a list 00:03:00 Adding more data to the list 00:02:00 Additional Materials 00:00:00 Unit 09: Relational Operators Equality 00:03:00 Greater and Less Than 00:03:00 Compare Vectors 00:03:00 Compare Matrices 00:02:00 Additional Materials 00:00:00 Unit 10: Logical Operators AND, OR, NOT Operators 00:04:00 Logical operators with vectors and matrices 00:04:00 Reverse the result: (!) 00:01:00 Relational and Logical Operators together 00:06:00 Additional Materials 00:00:00 Unit 11: Conditional Statements The IF statement 00:04:00 IFELSE 00:03:00 The ELSEIF statement 00:05:00 Full Exercise 00:03:00 Additional Materials 00:00:00 Unit 12: Loops Write a While loop 00:04:00 Looping with more conditions 00:04:00 Break: stop the While Loop 00:04:00 What's a For loop? 00:02:00 Loop over a vector 00:02:00 Loop over a list 00:03:00 Loop over a matrix 00:04:00 For loop with conditionals 00:01:00 Using Next and Break with For loop 00:03:00 Additional Materials 00:00:00 Unit 13: Functions What is a Function? 00:02:00 Arguments matching 00:03:00 Required and Optional Arguments 00:03:00 Nested functions 00:02:00 Writing own functions 00:03:00 Functions with no arguments 00:02:00 Defining default arguments in functions 00:04:00 Function scoping 00:02:00 Control flow in functions 00:03:00 Additional Materials 00:00:00 Unit 14: R Packages Installing R Packages 00:01:00 Loading R Packages 00:04:00 Different ways to load a package 00:02:00 Additional Materials 00:00:00 Unit 15: The Apply Family - lapply What is lapply and when is used? 00:04:00 Use lapply with user-defined functions 00:03:00 lapply and anonymous functions 00:01:00 Use lapply with additional arguments 00:04:00 Additional Materials 00:00:00 Unit 16: The apply Family - sapply & vapply What is sapply? 00:02:00 How to use sapply 00:02:00 sapply with your own function 00:02:00 sapply with a function returning a vector 00:02:00 When can't sapply simplify? 00:02:00 What is vapply and why is it used? 00:04:00 Additional Materials 00:00:00 Unit 17: Useful Functions Mathematical functions 00:05:00 Data Utilities 00:08:00 Additional Materials 00:00:00 Unit 18: Regular Expressions grepl & grep 00:04:00 Metacharacters 00:05:00 sub & gsub 00:02:00 More metacharacters 00:04:00 Additional Materials 00:00:00 Unit 19: Dates and Times Today and Now 00:02:00 Create and format dates 00:06:00 Create and format times 00:03:00 Calculations with Dates 00:03:00 Calculations with Times 00:07:00 Additional Materials 00:00:00 Unit 20: Getting and Cleaning Data Get and set current directory 00:04:00 Get data from the web 00:04:00 Loading flat files 00:03:00 Loading Excel files 00:05:00 Additional Materials 00:00:00 Unit 21: Plotting Data in R Base plotting system 00:03:00 Base plots: Histograms 00:03:00 Base plots: Scatterplots 00:05:00 Base plots: Regression Line 00:03:00 Base plots: Boxplot 00:03:00 Unit 22: Data Manipulation with dplyr Introduction to dplyr package 00:04:00 Using the pipe operator (%>%) 00:02:00 Columns component: select() 00:05:00 Columns component: rename() and rename_with() 00:02:00 Columns component: mutate() 00:02:00 Columns component: relocate() 00:02:00 Rows component: filter() 00:01:00 Rows component: slice() 00:04:00 Rows component: arrange() 00:01:00 Rows component: rowwise() 00:02:00 Grouping of rows: summarise() 00:03:00 Grouping of rows: across() 00:02:00 COVID-19 Analysis Task 00:08:00 Additional Materials 00:00:00 Assignment Assignment - R Programming for Data Science 00:00:00

The School of Hard Knocks - Career Path Development for Business Analysts Everywhere I go Business Analysts and aspiring Business Analysts ask, what do I need to succeed as a BA? How can I best advance my career path? This 20 minute presentation will provide you with 5 specific activities to consider to advance your Business Analysis Career. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.

The School of Hard Knocks - Career Path Development for Business Analysts Everywhere I go Business Analysts and aspiring Business Analysts ask, what do I need to succeed as a BA? How can I best advance my career path? This 20 minute presentation will provide you with 5 specific activities to consider to advance your Business Analysis Career. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.