Duration 5 Days 30 CPD hours This course is intended for This course is designed for students who want to learn the R programming language, particularly students who want to leverage R for data analysis and data science tasks in their organization. The course is also designed for students with an interest in applying statistics to real-world problems. A typical student in this course should have several years of experience with computing technology, along with a proficiency in at least one other programming language. Overview In this course, you will use R to perform common data science tasks.You will: Set up an R development environment and execute simple code. Perform operations on atomic data types in R, including characters, numbers, and logicals. Perform operations on data structures in R, including vectors, lists, and data frames. Write conditional statements and loops. Structure code for reuse with functions and packages. Manage data by loading and saving datasets, manipulating data frames, and more. Analyze data through exploratory analysis, statistical analysis, and more. Create and format data visualizations using base R and ggplot2. Create simple statistical models from data. In our data-driven world, organizations need the right tools to extract valuable insights from that data. The R programming language is one of the tools at the forefront of data science. Its robust set of packages and statistical functions makes it a powerful choice for analyzing data, manipulating data, performing statistical tests on data, and creating predictive models from data. Likewise, R is notable for its strong data visualization tools, enabling you to create high-quality graphs and plots that are incredibly customizable. This course will teach you the fundamentals of programming in R to get you started. It will also teach you how to use R to perform common data science tasks and achieve data-driven results for the business. Lesson 1: Setting Up R and Executing Simple Code Topic A: Set Up the R Development Environment Topic B: Write R Statements Lesson 2: Processing Atomic Data Types Topic A: Process Characters Topic B: Process Numbers Topic C: Process Logicals Lesson 3: Processing Data Structures Topic A: Process Vectors Topic B: Process Factors Topic C: Process Data Frames Topic D: Subset Data Structures Lesson 4: Writing Conditional Statements and Loops Topic A: Write Conditional Statements Topic B: Write Loops Lesson 5: Structuring Code for Reuse Topic A: Define and Call Functions Topic B: Apply Loop Functions Topic C: Manage R Packages Lesson 6: Managing Data in R Topic A: Load Data Topic B: Save Data Topic C: Manipulate Data Frames Using Base R Topic D: Manipulate Data Frames Using dplyr Topic E: Handle Dates and Times Lesson 7: Analyzing Data in R Topic A: Examine Data Topic B: Explore the Underlying Distribution of Data Topic C: Identify Missing Values Lesson 8: Visualizing Data in R Topic A: Plot Data Using Base R Functions Topic B: Plot Data Using ggplot2 Topic C: Format Plots in ggplot2 Topic D: Create Combination Plots Lesson 9: Modeling Data in R Topic A: Create Statistical Models in R Topic B: Create Machine Learning Models in R
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Practical MySQL Course Intermediate, to leave you fully conversant with queries, DML and DDL statements. Hands-on, Practical MySQL Course Intermediate. PCWorkshops MySQL Course Intermediate Certificate. Max 4 people per course, we keep it personalised.
Online group class (between 4 and 8 participants). - Duration of the course is 8 weeks, 1.5h/week, so a total of 12h. - Classes are held on Thursdays between 6.30-8pm. - All materials are included in the price of the course. - A 30-min online catch-up session is also included in the price of your course, so if you miss a class you can schedule this with your teacher to go over the content that was covered and ensure you stay on track. - The price of the full 12h course if £160, which works out as £13/h. This course is right for you if... - You have zero or very little knowledge of Spanish (yes, even if you can order a drink or two and ask for the bill!) - You can say and understand some words in Spanish but can't really string a sentence together. - You would like to learn enough Spanish to have basic conversations while on holiday and be able to go to a restaurant or visit a place without worrying that they won't speak English. - You feel that you should 'make an effort' to learn Spanish since you travel to Spain so often you could be fluent by now. Please bear in mind that this is a practical course and you will be required to spend most of the classes practicing the vocabulary and structures we learn and therefore, speaking in Spanish!
Are you an assessor or a trainer looking to enhance your effectiveness and communication skills? Do you find it challenging to confidently express your thoughts, to get what you want from situations and to maintain control during training sessions or assessments? If so, our “Assertiveness for Assessors and Trainers” live online workshop is made for you. Effective Communication: Assertiveness empowers you to communicate your ideas clearly, ensuring your message is understood by learners. You’ll learn techniques to express your thoughts confidently, leading to improved engagement and comprehension. Confidence Building: Learn techniques for appearing more confident when communicating with others. Taking control: Take control of situations through your body language and the verbal / written language you use. Invest in Your Success This 2.5 hour session will help you gain the skills to lead with confidence, communicate effectively, and prioritise yourself in your life. Further Information This 2.5 hour session held live online via Teams will give you the tools and techniques you need to be more assertive. Workshop Benefits Interactive Workshops: Engage in hands-on activities, role plays, and real-world scenarios to practice assertive communication techniques in a safe and supportive environment.Expert Facilitators: Our experienced trainers will guide you through proven strategies, drawing on their expertise in communication, psychology, and training methodologies.Tailored Content: The course content is specifically designed for assessors and trainers, addressing challenges and situations unique to your profession.Practical Tools: Walk away with a toolkit of practical techniques, scripts, and strategies that you can immediately apply in your assessments and training sessions.Networking Opportunities: Connect with fellow assessors and trainers, sharing insights, experiences, and best practices to further enhance your professional journey.
Transgender Awareness and Understanding giving you a good overview of all trans issues, pronouns, workplace equality and so much more
Learn how to code with Python. Work on a small real-life project from conception to tested app, in a team or on your own.
This course will allow you to explore the potential of self-service business intelligence using Power BI Desktop to analyse and connect to different sources of data, creating Relationships between those different datasets, Query the data using Shaping and data Modelling, to create Visualizations, and publish Reports to different platforms . Course Objectives At the end of this course you will be able to: Connect to data from different sources. Use the Query Editor Perform Power BI desktop data Shaping and Transformation. Create Power BI desktop Modelling. Create Power BI desktop Visualizations and Reports. ' 1 year email support service Take a closer look at the consistent excellent feedback from our growing corporate clients visiting our site ms-officetraining co uk With more than 20 years experience, we deliver courses on all levels of the Desktop version of Microsoft Office and Office 365; ranging from Beginner, Intermediate, Advanced to the VBA level and Business Intelligence. Our trainers are Microsoft certified professionals with a proven track record with several years experience in delivering public, one to one, tailored and bespoke course Tailored training courses: in in company training, you can choose to run the course exactly as they are outlined by us or we can customise it so that it meets your specific needs. A tailored or bespoke course will follow the standard outline but may be adapted to your specific organisational needs. Please visit our site (ms-officetraining co uk) to get a feel of the excellent feedback our courses have had and look at other courses you might be interested in. Introduction to Power BI Power BI Jargon explained A quick look at Power BI Desktop A quick look at the Power BI service Helpful resources Power BI and Excel Introduction to using Excel data in Power BI Upload Excel data to Power BI Import Power View and Power Pivot to Power BI Getting started with Power BI Desktop Overview of Power BI Desktop Accessing Help and Helpful resources Connect to data sources in Power BI Desktop Shaping and Transforming Data with Query Editor Introduction to the Query Editor Data Sources Power BI Desktop can Connect to Introduction to Steps and M code Combining Data Using Merge and Append Queries Data Type Properties Working with Delimiters Clean and transform your data with the Query Editor Text Specific Transformation Tools Number Specific Transformation Tools Date Specific Transformation Tools Split and Merge columns Creating an Index Column Adding Conditional Columns Columns From Examples Grouping and Aggregating data Pivoting and Unpivoting Using filters Modeling the data Introduction to modeling your data How to manage your data relationships Create calculated columns Optimizing data models Create calculated measures Show Values As and Quick Measures Create calculated tables Explore your time-based data Introduction to DAX DAX calculation types DAX functions Visualizations Introduction to visuals in Power BI Create and customize simple visualizations Modify colors in charts and visuals Shapes, text boxes, and images Page layout and formatting Group interactions among visualizations Visual hierarchies and drill-down Using custom visualizations Create a KPI Visualization Geo-Data and Maps Reports, Publishing and Sharing Introduction to the Power BI service Quick insights in Power BI Create and configure a dashboard Ask questions of your data with natural language Create custom Q&A suggestions Share dashboards with your organization Introduction to content packs, security, and groups Publish Power BI Desktop reports Print and export dashboards and reports Create groups in Power BI Use content packs Update content packs Publish to web Who is this course for? Who is this course for? This course facilitates you with knowledge on the potential for Power BI Desktop to analyse and connect to different sources of data, creating Relationships between those different datasets, Query the data using Shaping and data Modelling, and to create Visualizations, and publish Reports to different platforms. Requirements Requirements Before attending this course, delegates should have: - A general knowledge of database concepts (fields, records and relationships) - Familiarity with Excel. Career path Career path Business Intelligence Data Analysis ETL & Data Warehousing
This course is for anyone wishing to understand their strengths and development areas and those who are seeking assistance to progress their careers and convey their abilities confidently.