Join our Curtains & Blinds in Interior Design course for a creative journey into transforming windows. Imagine learning the secrets behind making windows look fantastic. In this course, you won't just know what things are in design; you'll understand why we use them. This knowledge gives you the power to turn dull spaces into exciting ones, showcasing your unique design style. Picture yourself gaining useful skills in the world of soft furnishings. You can confidently choose the perfect fabric, measure like a pro, and combine curtains and blinds to enhance any room. Whether you dream of being a designer or just love creating beautiful spaces, this course guides you through the details of design. Each part isn't just learning; it's like getting tools to turn your design ideas into reality. Consider the doors this course can open for you - not just at home but also in your career. The skills you learn here aren't just about making things look good; they're your ticket to various jobs. Envision creating your success story as you learn about curtains, blinds, and all the exciting details in between. With every part you complete, you're one step closer to becoming a design pro, ready to create spaces that not only look great but also tell an incredible story. Learning Outcomes Understand the dual role of curtains and blinds in interiors. Analyse the interplay of function and aesthetics in window treatments. Identify and apply various curtain styles and their optimal positioning. Demonstrate proficiency in measuring and calculating fabrics for window treatments. Evaluate and select appropriate fabrics for curtains and blinds. Comprehend the anatomy of curtains, including headings and styles. Master the use of curtain hardware for effective window solutions. Implement precise measuring techniques for blind manufacturing. Explore diverse blind styles and their suitability for interior design. Develop a comprehensive understanding of working with linings in window treatments. Who Is This Course For Interior design enthusiasts seeking expertise in window treatments. Professionals aiming to expand their skill set in soft furnishings. Individuals aspiring to enhance their home decor knowledge. Students pursuing careers in interior design or related fields. Anyone passionate about creating visually appealing living spaces. Why Choose This 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. Career Path Interior Designer: Design captivating spaces, with a salary range of £25,000 to £45,000. Soft Furnishings Specialist: Focus on fabric-based design, earning £20,000 to £35,000. Window Treatment Consultant: Offer expertise in curtains and blinds, earning £30,000 to £40,000. Home Decor Stylist: Transform interiors with an income of £25,000 to £40,000. Freelance Interior Design Consultant: Enjoy flexibility with earnings ranging from £25,000 to £50,000. Certification Upon completing the Curtains & Blinds in Interior Design course, a written assignment test becomes available, allowing you to demonstrate your understanding. You can choose to take the test during or at the course's conclusion. Successfully passing the test enables you to acquire a PDF certificate for £4.99. For those preferring a tangible copy, original hard copy certificates are available for an extra cost of £8. Prerequisites No prior qualifications or experience are necessary for the Curtains & Blinds in Interior Design course. You can simply enrol and commence your learning journey. Crafted by professionals, the course is compatible with PCs, Macs, tablets, and smartphones. Accessible from any location and at any time, the course ensures flexibility, requiring only a reliable internet connection. Course Curriculum Introduction to Curtains and Blinds in Interiors Introduction to Curtains and Blinds 00:02:00 Function and Asthetic Considerations for Window Treatments Function and Asthetic Considerations for Window Treatments 00:02:00 Function and Aesthetic Considerations for Window Treatments Function and Aesthetic Considerations for Window Treatments 00:02:00 Curtains: Anatomy & Positioning Curtains: Anatomy & Positioning 00:07:00 Headings and Curtains Styles Curtain Headings and Styles 00:13:00 Working with Linings in Curtains and Blinds Working with Linings in Curtains and Blinds 00:05:00 Measuring and Calculating Fabrics for Window Treatments Measuring and Calculating Fabrics for Window Treatments 00:07:00 Curtain Hardware Curtain Hardware 00:05:00 Blind Styles for Interiors Blind Styles for Interiors 00:07:00 Measuring for Blind Manufacturing Measuring for Blind Manufacturing 00:03:00 Selecting and Using Fabrics for Window Treatments Selecting and Using Fabrics for Window Treatments 00:11:00 Conclusion Conclusion 00:01:00 Assignment Assignment - Curtains & Blinds in Interior Design 00:00:00
ð Unlock the Power of Web Design with Fundamentals of CSS Course Are you ready to take your web design skills to new heights? Dive into the world of cascading style sheets (CSS) with our comprehensive course, Fundamentals of CSS. Whether you're a budding web developer, a seasoned programmer looking to enhance your skill set, or a creative individual eager to unleash your design potential, this course is your gateway to success in the digital realm. Why CSS Matters: CSS is the backbone of modern web design, allowing developers and designers to control the layout, presentation, and overall aesthetics of websites. With CSS, you can transform static web pages into dynamic, visually stunning experiences that captivate and engage users. By mastering CSS fundamentals, you'll gain the ability to create responsive designs, implement animations, and optimize user interfaces for maximum impact. What You'll Learn: In our Fundamentals of CSS course, you'll embark on a journey of discovery through key concepts such as selectors, properties, and values. You'll learn how to style text, manipulate images, and craft immersive layouts that adapt seamlessly to various screen sizes and devices. With hands-on exercises and real-world examples, you'll build a solid foundation in CSS that will empower you to tackle any design challenge with confidence. Benefits of Taking This Course: ð¨ Unleash Your Creativity: Learn how to express your unique vision through custom styles and design elements. ð Enhance Your Skill Set: Add valuable skills to your repertoire and stay ahead in today's competitive job market. ð¼ Boost Your Career Prospects: Open doors to exciting opportunities in web development, UI/UX design, and beyond. ð Increase Your Marketability: Stand out to employers and clients with a portfolio showcasing your CSS proficiency. ð©âð» Join a Thriving Community: Connect with like-minded individuals and expand your network within the tech industry. Who is This For? Our Fundamentals of CSS course is perfect for: Aspiring web developers eager to learn the building blocks of modern web design. Design enthusiasts looking to expand their skill set and create visually stunning websites. Programmers seeking to enhance their proficiency in front-end development technologies. No prior experience in web design or programming is required-all skill levels are welcome! Career Path: Upon completing the Fundamentals of CSS course, you'll be well-equipped to pursue a variety of exciting career paths, including: ð¨âð» Front-End Developer: Create captivating user experiences by translating design concepts into functional, responsive websites. ð¨ UI/UX Designer: Craft intuitive interfaces and optimize user interactions to deliver exceptional digital experiences. ð¼ Freelance Designer: Showcase your CSS expertise to clients and build a thriving freelance business offering web design services. ð Digital Marketing Specialist: Develop visually compelling websites and landing pages that drive conversions and engage audiences. Don't miss out on this opportunity to master the art of CSS and unlock a world of possibilities in web design and development. Enroll in our Fundamentals of CSS course today and take the first step towards transforming your creative vision into reality! FAQs (Frequently Asked Questions) Is this course suitable for beginners? Absolutely! Our Fundamentals of CSS course is designed to cater to learners of all skill levels, including those who are completely new to web design and programming. We provide step-by-step guidance and clear explanations to ensure that even beginners can grasp the core concepts of CSS with ease. Do I need any special software or tools to participate in the course? No, you don't need any specialized software or tools to enroll in our course. All you need is a computer with internet access and a modern web browser. We'll provide you with everything you need to get started, including access to online resources, code editors, and practice exercises. How long does it take to complete the course? The duration of the course can vary depending on your individual learning pace and schedule. On average, most students complete the Fundamentals of CSS course within [insert average duration here] weeks. However, you're free to study at your own pace and can access the course materials at any time, allowing you to tailor your learning experience to fit your needs. Will I receive a certificate upon completing the course? Yes, upon successfully completing the Fundamentals of CSS course, you'll receive a certificate of completion to showcase your achievement. This certificate can be added to your resume, LinkedIn profile, or portfolio to demonstrate your proficiency in CSS fundamentals to potential employers or clients. Are there any prerequisites for this course? While there are no strict prerequisites for enrolling in the Fundamentals of CSS course, having a basic understanding of HTML would be beneficial. However, we cover essential HTML concepts as part of the course curriculum, so you can still succeed even if you're not familiar with HTML beforehand. Is there any instructor support available during the course? Yes, we provide dedicated instructor support to assist you throughout your learning journey. Whether you have questions about course material, need clarification on a concept, or require additional assistance, our team of experienced instructors is here to help. You can reach out to us via email, discussion forums, or live chat for personalized support and guidance. Can I access the course content after completing it? Yes, once you've completed the Fundamentals of CSS course, you'll have lifetime access to the course materials. This means you can revisit the lessons, review the concepts, and continue honing your CSS skills whenever you like, even after completing the course. We hope these FAQs have addressed any concerns you may have had about our Fundamentals of CSS course. If you have any further questions or would like more information, feel free to reach out to our support team-we're here to help you succeed! Course Curriculum Chapter 1_ Introduction To CSS Chapter 1_ Introduction To CSS 00:00 Chapter 2_ Element Properties Chapter 2_ Element Properties 00:00 Chapter 3_ Colours Chapter 3_ Colours 00:00
This course offers an immersive experience in data analysis, guiding you from initial setup with Python and Pandas, through series and DataFrame manipulation, to advanced data visualization techniques. Perfect for enhancing your data handling and analysis skills.
Explore the world of cartography with the QGIS Cartography course. Uncover the power of Geographic Information Systems (GIS) and learn to create visually compelling maps. Delve into sections covering labels, symbology, base layers, and project setup. Discover techniques for styling water and land elements, and access valuable resources to enhance your cartography skills. Learning Outcomes: Understand the fundamentals of cartography and Geographic Information Systems (GIS). Learn to effectively label features on maps for clarity and readability. Explore various symbology techniques to visualize data and convey information. Create and customize base layers to provide context to your maps. Set up projects in QGIS, including organizing data and defining map layouts. Develop skills in styling water elements to enhance map aesthetics. Master the art of land styling, emphasizing topography and terrain representation. Access additional resources to expand your knowledge and cartographic expertise. Why buy this QGIS Cartography? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the QGIS Cartography you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This QGIS Cartography course is ideal for GIS enthusiasts interested in mastering cartographic techniques. Geographers, urban planners, and environmental scientists seeking to enhance their mapping skills. Professionals involved in spatial data visualization and analysis. Students and researchers in fields related to geography, geospatial sciences, and urban planning. Prerequisites This QGIS Cartography 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. Career path GIS Analyst - Average Earnings: £25,000 - £40,000 per year. Cartographer - Average Earnings: £25,000 - £35,000 per year. Geospatial Data Specialist - Average Earnings: £30,000 - £45,000 per year. Urban Planner - Average Earnings: £25,000 - £40,000 per year. Environmental Scientist - Average Earnings: £25,000 - £40,000 per year. Course Curriculum Section 01: Introduction Introduction 00:01:00 Section 02: Labels Labeling Basics 00:03:00 Labeling - Text Properties 00:02:00 Label Formatting 00:06:00 Label Buffers 00:04:00 Labels - Backgrounds 00:03:00 Label Shadows 00:03:00 Labeling Callouts (Leader Lines) 00:03:00 Labels - Placement 00:04:00 Labels - Rendering 00:05:00 Labeling Over Orthos 00:06:00 Fine Tuning Labels 00:03:00 Section 03: Symbology Styling Single Points Lines and Polygons 00:11:00 Styling Categorical Data 00:08:00 Styling Graduated Data 00:04:00 Shapeburst Fills 00:03:00 Texture Fills 00:04:00 Inverted Polygons 00:03:00 Advanced Lines 00:08:00 Section 04: Base Layers XYZ Tile Basemaps 00:04:00 Getting Data from the OSM Website 00:07:00 Getting Basemaps from the QuickMapServices Plugins 00:05:00 Getting OSM Data with Overpass Turbo 00:06:00 Rule Based Symbology 00:10:00 Rule Based Labeling 00:03:00 Bringing in Mapbox Baselayers (an Introduction) 00:13:00 Natural Earth Data 00:07:00 Section 05: Project Setup Setting Up a Page Layout 00:14:00 Layout Templates 00:05:00 Creating Map Grids (Lat & Long Graticules) 00:08:00 Inset or Overview Maps 00:05:00 Global Overview Maps 00:05:00 Adding a Legend 00:07:00 Adding Text to a Layout 00:03:00 Adding Images 00:05:00 Section 06: Water Styling Coastal Glow Effect 00:03:00 Concentric Water Lines (Equally Spaced) 00:05:00 Concentric Water Lines (Variably Spaced) 00:08:00 Half Tone Coastal Fill Pattern 00:06:00 Section 07: Land Styling Getting DEMs from USDA/NRCS 00:08:00 Creating Contour Lines from DEMs (in Feet and Meters) 00:11:00 Labeling Contour Lines 00:06:00 Drop Shadowing Polygon Features 00:03:00 Section 08: Resources Resources - QGIS Cartography 00:00:00 Assignment Assignment - QGIS Cartography 00:00:00
Automate your Excel workflow, accelerate your productivity, and master the fundamentals of programming with VBA!
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Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Benefits you'll get choosing Apex Learning for this Course: One payment, but lifetime access to 11 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Gain valuable knowledge without leaving your home What other courses are included with this Course? Level 2 Microsoft Office Essentials Microsoft Teams Leadership & Management Diploma Working from Home Essentials Mental Health and Working from Home Online Meeting Management Effective Communication Skills Time Management Report Writing Emotional Intelligence and Human Behaviour Curriculum ***Data Science Course Bundle 2022*** Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview Set-up the Environment for the Course (lecture 1) Set-up the Environment for the Course (lecture 2) Two other options to setup environment Python Essentials Python data types Part 1 Python Data Types Part 2 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) Python Essentials Exercises Overview Python Essentials Exercises Solutions Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. NumPy arrays, built-in methods, array methods and attributes. Indexing, slicing, broadcasting & boolean masking Arithmetic Operations & Universal Functions Exercises Overview Exercises Solutions Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. Pandas Introduction Pandas Data Structures - Series Pandas Data Structures - DataFrame Handling Missing Data Data Wrangling - Combining, merging, joining Groupby Useful Methods and Operations Project 1 (Overview) Customer Purchases Data Project 1 (Solutions) Customer Purchases Data Project 2 (Overview) Chicago Payroll Data Project 2 (Solutions Part 1) Chicago Payroll Data Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach Matplotlib Essentials - Exercises Overview Matplotlib Essentials - Exercises Solutions Python for Data Visualization using Seaborn Introduction & Installation Distribution Plots Categorical Plots (Part 1) Categorical Plots (Part 2) Axis Grids Matrix Plots Regression Plots Controlling Figure Aesthetics Exercises Overview Exercise Solutions Python for Data Visualization using pandas Pandas Built-in Data Visualization Pandas Data Visualization Exercises Overview Panda Data Visualization Exercises Solutions Python for interactive & geographical plotting using Plotly and Cufflinks Interactive & Geographical Plotting (Part 1) Interactive & Geographical Plotting (Part 2) Interactive & Geographical Plotting Exercises (Overview) Interactive & Geographical Plotting Exercises (Solutions) Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Typesâ¦.. Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff Linear Regression Model - Hands-on (Part 1) Linear Regression Model Hands-on (Part 2) Good to know! How to save and load your trained Machine Learning Model! Linear Regression Model (Insurance Data Project Overview) Linear Regression Model (Insurance Data Project Solutions) Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityâ¦etc. Logistic Regression Model - Hands-on (Part 1) Logistic Regression Model - Hands-on (Part 2) Logistic Regression Model - Hands-on (Part 3) Logistic Regression Model - Hands-on (Project Overview) Logistic Regression Model - Hands-on (Project Solutions) Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality â¦. K Nearest Neighbors - Hands-on K Nearest Neighbors (Project Overview) K Nearest Neighbors (Project Solutions) Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Baggingâ¦. Decision Tree and Random Forests - Hands-on (Part 1) Decision Tree and Random Forests (Project Overview) Decision Tree and Random Forests (Project Solutions) Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) Support Vector Machines - Hands-on (SVMs) Support Vector Machines (Project 1 Overview) Support Vector Machines (Project 1 Solutions) Support Vector Machines (Optional Project 2 - Overview) Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method â¦.. K Means Clustering - Hands-on K Means Clustering (Project Overview) K Means Clustering (Project Solutions) Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) Principal Component Analysis (PCA) - Hands-on Principal Component Analysis (PCA) - (Project Overview) Principal Component Analysis (PCA) - (Project Solutions) Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance Python for Recommender Systems - Hands-on (Part 1) Python for Recommender Systems - - Hands-on (Part 2) Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) NLP-Challenges, Data Sources, Data Processing â¦.. Feature Engineering and Text Preprocessing in Natural Language Processing NLP - Tokenization, Text Normalization, Vectorization, BoWâ¦. BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes ⦠Pipeline feature to assemble several steps for cross-validation⦠How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. CPD 20 CPD hours / points Accredited by CPD Quality Standards Who is this course for? There is no experience or previous qualifications required for enrolment on this Data Science Course Bundle 2022. It is available to all students, of all academic backgrounds. Requirements Our Data Science Course Bundle 2022 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 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 this CPD certificate 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. Certificates Certificate of completion Digital certificate - Included
RF Microneedling Radiofrequency is currently the best available technology for non-invasive, non-surgical skin tightening and cellulite removal. Radiofrequency treatments are used in aesthetics to deliver intense heat to tissues deeper than the epidermis (the outermost layer of the skin), with the aim to boost collagen production, circulation and (optionally, depending on treatment depth) fat release from those tissues. Course Content: Legislations Contraindications Anatomy and physiology Health and Safety Fitzpatric What is microneedling Machines Benefits Client care Pricing Consultation Treatment protocol Difference between body MFR and SFR Aftercare Certificate You will receive an end-of-course certificate which is accredited by the cpd group and allows you to work on public How do Online Courses work? http://www.kbhtrainingacademy.com/online-courses Are there any prerequisite? You should hold A&P Level 3 qualification Duration of Course? You will have 3 months to complete the course before it expires. Will I require a model? Yes, 1 case of study is required. Please note, you will be required to have a machine to complete the training. Are there video tutorials? Yes, you will have links to YouTube and training videos to watch the treatment being performed.
Course Overview Peek into the world of data science and machine learning with the comprehensive Data Science & Machine Learning With R in 2021 course. This course will provide you with a detailed understanding of both machine learning and data science. In addition, you will acquire essential skills to pursue a career in this growing industry. The Data Science & Machine Learning With R in 2021 course will teach you the core concept of data science. You will be able to recognize different data types and structures. From the modules, you will receive an introduction to the intermediate R Section. The course will show you the techniques of data manipulation in R. You will know the process of data visualization with R and learn to create reports with R markdown. The Data Science & Machine Learning With R in 2021 course will provide you with an insight into the fundamentals of machine learning. You will understand the principles of data processing, linear regression, logistic regression and more. This highly informative Data Science & Machine Learning With R in 2021 course will equip you with the essential skills of data science. If you desire to become a professional data scientist, this course can be your stepping stone. So, enroll in the course and fast track your career. Learning Outcomes Learn the definition of data science Understand the basics of machine learning Enrich your knowledge of data types and structures Know the process of data manipulation in R Gain the ability to create reports with R markdown Become skilled in building web apps with R shiny Who is this course for? Aspiring data scientists or individuals interested in learning data science and machine learning 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. Certification After you have successfully completed the course, 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 the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, 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 recognized 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 Data Science & Machine Learning With R in 2021 course is a useful qualification to possess and would be beneficial for any related profession or industry such as: Data Scientist Data Science and Machine Learning Course Intro 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 Data Types and Structures in R Getting Started 00:16:00 Basics 00:06:00 Files 00:11:00 RStudio 00:07:00 Tidyverse 00:05:00 Resources 00:04:00 Data Types and Structures in R 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 R 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 Database1 00:27:00 Data Manipulation in R 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 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 Reports with R Markdown Creating with R Markdown 00:29:00 Building Webapps with R Shiny Introduction to R Shiny 00:26:00 A Basic R Shiny App 00:31:00 Other Examples with R Shiny 00:34:00 Introduction to Machine Learning Machine Learning Part 1 00:22:00 Machine Learning Part 2 00:47:00 Starting A Career in Data Science 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 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00