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Duration 3 Days 18 CPD hours This course is intended for This in an intermediate and beyond-level course is geared for experienced Python developers looking to delve into the exciting field of Natural Language Processing. It is ideally suited for roles such as data analysts, data scientists, machine learning engineers, or anyone working with text data and seeking to extract valuable insights from it. If you're in a role where you're tasked with analyzing customer sentiment, building chatbots, or dealing with large volumes of text data, this course will provide you with practical, hands on skills that you can apply right away. Overview This course combines engaging instructor-led presentations and useful demonstrations with valuable hands-on labs and engaging group activities. Throughout the course you'll: Master the fundamentals of Natural Language Processing (NLP) and understand how it can help in making sense of text data for valuable insights. Develop the ability to transform raw text into a structured format that machines can understand and analyze. Discover how to collect data from the web and navigate through semi-structured data, opening up a wealth of data sources for your projects. Learn how to implement sentiment analysis and topic modeling to extract meaning from text data and identify trends. Gain proficiency in applying machine learning and deep learning techniques to text data for tasks such as classification and prediction. Learn to analyze text sentiment, train emotion detectors, and interpret the results, providing a way to gauge public opinion or understand customer feedback. The Hands-on Natural Language Processing (NLP) Boot Camp is an immersive, three-day course that serves as your guide to building machines that can read and interpret human language. NLP is a unique interdisciplinary field, blending computational linguistics with artificial intelligence to help machines understand, interpret, and generate human language. In an increasingly data-driven world, NLP skills provide a competitive edge, enabling the development of sophisticated projects such as voice assistants, text analyzers, chatbots, and so much more. Our comprehensive curriculum covers a broad spectrum of NLP topics. Beginning with an introduction to NLP and feature extraction, the course moves to the hands-on development of text classifiers, exploration of web scraping and APIs, before delving into topic modeling, vector representations, text manipulation, and sentiment analysis. Half of your time is dedicated to hands-on labs, where you'll experience the practical application of your knowledge, from creating pipelines and text classifiers to web scraping and analyzing sentiment. These labs serve as a microcosm of real-world scenarios, equipping you with the skills to efficiently process and analyze text data. Time permitting, you?ll also explore modern tools like Python libraries, the OpenAI GPT-3 API, and TensorFlow, using them in a series of engaging exercises. By the end of the course, you'll have a well-rounded understanding of NLP, and will leave equipped with the practical skills and insights that you can immediately put to use, helping your organization gain valuable insights from text data, streamline business processes, and improve user interactions with automated text-based systems. You?ll be able to process and analyze text data effectively, implement advanced text representations, apply machine learning algorithms for text data, and build simple chatbots. Launch into the Universe of Natural Language Processing The journey begins: Unravel the layers of NLP Navigating through the history of NLP Merging paths: Text Analytics and NLP Decoding language: Word Sense Disambiguation and Sentence Boundary Detection First steps towards an NLP Project Unleashing the Power of Feature Extraction Dive into the vast ocean of Data Types Purification process: Cleaning Text Data Excavating knowledge: Extracting features from Texts Drawing connections: Finding Text Similarity through Feature Extraction Engineer Your Text Classifier The new era of Machine Learning and Supervised Learning Architecting a Text Classifier Constructing efficient workflows: Building Pipelines for NLP Projects Ensuring continuity: Saving and Loading Models Master the Art of Web Scraping and API Usage Stepping into the digital world: Introduction to Web Scraping and APIs The great heist: Collecting Data by Scraping Web Pages Navigating through the maze of Semi-Structured Data Unearth Hidden Themes with Topic Modeling Embark on the path of Topic Discovery Decoding algorithms: Understanding Topic-Modeling Algorithms Dialing the right numbers: Key Input Parameters for LSA Topic Modeling Tackling complexity with Hierarchical Dirichlet Process (HDP) Delving Deep into Vector Representations The Geometry of Language: Introduction to Vectors in NLP Text Manipulation: Generation and Summarization Playing the creator: Generating Text with Markov Chains Distilling knowledge: Understanding Text Summarization and Key Input Parameters for TextRank Peering into the future: Recent Developments in Text Generation and Summarization Solving real-world problems: Addressing Challenges in Extractive Summarization Riding the Wave of Sentiment Analysis Unveiling emotions: Introduction to Sentiment Analysis Tools Demystifying the Textblob library Preparing the canvas: Understanding Data for Sentiment Analysis Training your own emotion detectors: Building Sentiment Models Optional: Capstone Project Apply the skills learned throughout the course. Define the problem and gather the data. Conduct exploratory data analysis for text data. Carry out preprocessing and feature extraction. Select and train a model. ? Evaluate the model and interpret the results. Bonus Chapter: Generative AI and NLP Introduction to Generative AI and its role in NLP. Overview of Generative Pretrained Transformer (GPT) models. Using GPT models for text generation and completion. Applying GPT models for improving autocomplete features. Use cases of GPT in question answering systems and chatbots. Bonus Chapter: Advanced Applications of NLP with GPT Fine-tuning GPT models for specific NLP tasks. Using GPT for sentiment analysis and text classification. Role of GPT in Named Entity Recognition (NER). Application of GPT in developing advanced chatbots. Ethics and limitations of GPT and generative AI technologies.

Nowadays, Adobe After Effects CC broadly used in the post-production process of filmmaking and video production. In this Adobe After Effects CC course, you will equip yourself with multiple tools that empower you to improve your videos with expert motion graphics. Besides, you will learn powerful techniques to create the most detailed animations, implement animation effect, use graph editor, combine appealing backgrounds, colour creation, layouts and more. Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays 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 Mock exams Multiple-choice assessment Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £99.00. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate of Achievement from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment In order to ensure the Quality Licensing scheme endorsed and CPD acknowledged certificate, learners need to score at least 60% pass marks on the assessment process. After submitting assignments, our expert tutors will evaluate the assignments and give feedback based on the performance. After passing the assessment, one can apply for a certificate. Course Content Introduction 0. After Effects Promo Video FREE 00:02:00 1.1 Intro Video 00:03:00 1.2 Project Files - Adobe After Effects CC 2017 Complete Training 00:00:00 1.3 Animate Your Name 00:07:00 After Effects Basics 2.1 Understand the After Effects Workspace 00:06:00 2.2 Starting a New Composition 00:08:00 2.3 Adding Media to Your Project and Timeline 00:05:00 2.4 Using the Basic After Effects Tools 00:10:00 2.5 Create a Perfect Circle, Alignment, and Shape Colors 00:03:00 2.6 Working in the Timeline 00:11:00 2.7 Layer Properties 00:09:00 Animating with Keyframes 3.1 Animating in After Effects 00:08:00 3.2 Position, Scale, and Rotation Animations 00:05:00 3.3 Tips to Make Your Animations Look More Nautral 00:04:00 3.4 Using the Graph Editor 00:06:00 3.5 Challenge - Bouncing Ball 00:01:00 3.6 Solution - Bouncing Ball 00:20:00 Shapes and Solid Layers 4.1 Working With Solid Layers and the ken Burns Effects 00:07:00 4.2 Working With Shape Layers, Strokes, and Paths 00:06:00 4.3 Adding Layer Styles Like Drop Shadow, Bevel, and Gradients 00:04:00 4.4 Shape Effects - Trim Path Animation, Wiggle, and Zig Zag 00:06:00 Important After Effects Skills 5.1 Track Matte Animation - Make Layers Appear And Disappear 00:09:00 5.2 Using Pre-Compositions to Group Layers 00:06:00 5.3 Easily Reverse Complicated Animations 00:02:00 5.4 Playing with Time 00:06:00 5.5 Blend Modes 00:06:00 5.6 Stabilize Shaky Footage 00:04:00 Motion Graphics Projects 6.1 Intro to Motion Graphics Projects 00:01:00 6.2 Clean Lower Third 00:09:00 6.3 Logo Reveal Animation Bumper 00:13:00 6.4 Colorful Transition 00:17:00 6.5 Text with Mask Path Animation 00:10:00 6.6 Text Bubble Animation 00:14:00 6.7 Weather App 1 00:16:00 6.8 Weather App 2 00:08:00 6.9 Weather App 3 00:07:00 Flat Animation Challenge 7.1 Flat Animation Challenge 00:03:00 7.2 Phil Designs his Flat Animation Scene 00:13:00 7.3 Animating Fireworks with the Repeater Effect 00:15:00 Green Screen (Chromakeying) 8.1 Removing Green Screen Background 00:07:00 8.2 Adding a Background that Matches the Foreground 00:08:00 8.3 Adding Motion to a Still Image with the Puppet Tool 00:06:00 8.4 Adding Movement with the Ripple Effect 00:06:00 3D Animations and the Camera Tool 9.1 Intro to 3D 00:10:00 9.2 Swinging 3D Text Animation 00:12:00 9.3 Build Out Your 3D Composition 00:06:00 9.4 Animating Our 3D Scene 00:08:00 9.5 Create Stars in After Effects 00:05:00 Rotoscoping 10.1 Using the Rotoscope Tool 00:07:00 10.2 Cleaning Up Your Edges 00:07:00 10.3 Finishing Our Rotobrush Animation 00:08:00 Screen Replacements 11.1 Easy Screen Replacement with Masks 00:10:00 11.2 Replacing a Screen Version 2 00:00:00 11.3 Screen Replacement with Mocha 00:08:00 Puppet Tool Animations 12.1 Using the Puppet Pin Tool 00:05:00 12.2 Animating Your Puppet Pins 00:03:00 12.3 Animated Blinking Eyes 00:08:00 12.4 Adding Perspective with Animated Clouds 00:07:00 Effects & Presets 13.1 Applying Text Animation Presets 00:00:00 13.2 Create a page Turn Effect with CC page Turn 00:10:00 13.3 Radial and Linear wipes 00:03:00 13.4 Color Correction in After Effects 00:04:00 Motion Tracking 14.1 Motion Tracking Basics 00:10:00 14.2 Tracking Text and Visual Effects to Video Clip 00:06:00 14.3 Tracking Rotation and Scale 00:12:00 14.4 Adding Details to Our Text 00:04:00 Character Animations 15.1 Intro to Character Animation 00:02:00 15.2 Design Your Character 00:15:00 15.3 Rigging Your Character 00:03:00 15.4 animation Our Character 00:10:00 15.5 Adding the Animated Background 00:09:00 15.6 Adding Details to Character Movement 00:07:00 15.7 Adding the Paper Cut Out Look 00:06:00 Exporting From After Effects 16.1 Exporting an H264 File From After Effects 00:07:00 16.2 Exporting from After Effects with a Transparent Background 00:04:00 16.3 Exporting from After Effects through Adobe Media Encoder 00:05:00 16.4 Create an Animated GIF from After Effects 00:07:00 After Effects Workflow + Tips 17.1 Audio Tips for After Effects 00:03:00 17.2 Working with Premiere Pro 00:06:00 Expressions 18.1 Expressions Basics 00:07:00 18.2 Animate a Flickering with Expressions 00:18:00 Conclusion 19.1 Conclusion 00:01:00 Assignment Assignment - Adobe After Effects CC 2 weeks, 1 day Order Your Certificate Order your Certificate QLS 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.

This course teaches you data analysis and visualisation using the versatile R language. From understanding data structures to performing advanced statistical analysis, this course equips you with the skills to extract meaningful insights from complex datasets. This Course At A Glance Accredited by CPD UK Endorsed by Quality Licence Scheme Get a deep understanding of data science, the process and the toolbox Learn about R and Rstudio Get an introduction to the basic data types in R Learn to perform arithmetic calculations on vectors Understand what is a matrix and how to analyse it Know what is factors and how to summarise it Recognise how to create a data frame Get an understanding of the relational and logical operators Learn what is a conditional statement and how to implement the same Learn about loops, functions and R packages Understand data manipulation with dplyr Data Science Course with R Programming Course Overview This comprehensive data science with R programming course is specially designed for those who are willing to get a better understanding of R programming and data science to gain proficiency in the same. This online course will help you strengthen your knowledge of data science, R and Rstudio, basics, vectors and much more. This online data science with R programming course will also help you acquire knowledge about the Matrices, factors, data frame, list, logical and relational operations and conditional statements. You will also gain an understanding of the advanced features like loops, functions R packages, regular expressions, etc., to master R language and data science. By the end of the course, you will be able to write R programmes efficiently and be able to analyse data. You will also develop the skills to become a successful data scientist or data analyst after completing this course. Who should take this course? This comprehensive data science with R programming course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of R programming. Entry Requirements There are no academic entry requirements for this data science with r programming course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This data science with r programming 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 can grasp from each section. In the assessment pass mark is 60%. Course Curriculum Data Science Overview Introduction to Data Science Data Science Career of the Future What is Data Science Data Science As a Process Data Science Toolbox Data Science Process Explained What's Next R and RStudio Engine and Coding Environment Installing R and RStudio RStudio a Quick Tour Introduction to Basics Arithmetic With R Variable Assignment Basic Data Types in R Vectors Creating a Vector Naming a Vector Arithmetic Calculations on Vectors Vector Selection Selection by Comparison Matrices What's a Matrix Analyzing Matrices Naming a Matrix Adding Columns and Rows to a Matrix Selection of Matrix Elements Arithmetic with Matrices Factors What's a Factor Categorical Variables and Factor Levels Summarizing a Factor Ordered Factors Data Frames What's a Data Frame Creating a Data Frame Selection of Data Frame Elements Conditional Selection Sorting a Data Frame Lists Why Would You Need Lists Creating a List Selecting Elements From a List Adding More Data to The List Relational Operators Equality Greater and Less Than Compare Vectors Compare Matrices Logical Operators AND, OR, NOT Operators Logical Operators with Vectors and Matrices Reverse The Result Relational and Logical Operators Together Conditional Statements The IF Statement IF…ELSE The ELSEIF Statement Loops Write a While Loop Looping with More Conditions Break Stop The While Loop What's a For Loop. Loop Over a Vector Loop Over a List Loop Over a Matrix For Loop with Conditionals Using Next and Break with For Loop Functions What Is a Function. Arguments Matching Required and Optional Arguments Nested Functions Writing Own Functions Functions with No Arguments Defining Default Arguments in Functions Function Scoping Control Flow in Functions R Packages Installing R Packages Loading R Packages Different Ways to Load a Package The Apply Family - Lapply What Is Lapply and When Is Used. Use Lapply with User-Defined Functions Lapply and Anonymous Functions Use Lapply with Additional Arguments The Apply Family - Sapply & Vapply What Is Sapply. How to Use Sapply. Sapply with Your Own Function Sapply with a Function Returning a Vector When Can't Sapply Simplify. What Is Vapply and Why Is It Used. Useful Functions Mathematical Functions Data Utilities Regular Expressions Grepl & Grep Metacharacters Sub & Gsub More Metacharacters Dates And Times Today and Now Create and Format Dates Create and Format Times Calculations with Dates Calculations with Times Getting and Cleaning Data Get and Set Current Directory Get Data From The Web Loading Flat Files Loading Excel Files Plotting Data in R Base Plotting System Base Plots Histograms Base Plots Scatterplots Base Plots Regression Line Base Plots Boxplot Data Manipulation With dplyr Introduction to dplyr Package Using The Pipe Operator (%>%) Columns Component Select() Columns Component Rename() and Rename_with() Columns Component Mutate() Columns Component Relocate() Rows Component Filter() Rows Component Slice() Rows Component Arrange() Rows Component Rowwise() Grouping of Rows Summarise() Grouping of Rows Across() Covid-19 Analysis Task Assessment Assessment - Data Science Course with R Programming Recognised Accreditation CPD Certification Service 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. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Quality Licence Scheme Endorsed The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees.     Certificate of Achievement Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

Dog Grooming: Dog Grooming Course Online Do you want to join the pet care industry? If so, you can participate in our specially designed Dog Grooming: Dog Grooming Course to gather information about this sector. Dog Grooming: Dog Grooming Course involves the maintenance and care of a dog's physical appearance and hygiene. This Dog Grooming: Dog Grooming Course also includes brushing, bathing, nail trimming, ear cleaning, and hair clipping. Dog Grooming: Dog Grooming Course not only enhances a dog's overall well-being but also helps prevent health issues such as matting and skin infections. With our Dog Grooming: Dog Grooming Course, you can perform these tasks, ensuring the dog's coat, nails, and ears are in optimal condition. Enrol this Dog Grooming: Dog Grooming Course to help with the regular grooming of your dog to foster a healthy bond between dogs and their caretakers. Main Course: Dog Grooming Course Free courses included with Dog Grooming: Dog Grooming Course: Along with Dog Grooming Course you will get free Level 5 Animal Care Course Along with Dog Grooming Course you will get free Dog First Aid Special Offers of this Dog Grooming: Dog Grooming Course: This Dog Grooming: Dog Grooming Course includes a FREE PDF Certificate. Lifetime access to this Dog Grooming: Dog Grooming Course Instant access to this Dog Grooming: Dog Grooming Course 24/7 Support Available to this Dog Grooming: Dog Grooming Course Dog Grooming: Dog Grooming Course Online A dog's physical appearance and cleanliness are maintained and cared for throughout a Dog Grooming: Dog Grooming Course. In addition to brushing and washing, this Dog Grooming: Dog Grooming Course covers nail cutting, ear cleaning, and hair cutting. Dog grooming: Dog grooming helps avoid health problems like matting and skin infections. In addition to improving a dog's general wellbeing is a part of this Dog Grooming: Dog Grooming Course. These chores can be completed by certified Dog Grooming: Dog Grooming Course professionals or pet owners. Who is this course for? Dog Grooming: Dog Grooming Course Online This Dog Grooming: Dog Grooming Course is open to all pet guardians who wish to learn the right methods for washing, brushing, and grooming their dogs. Requirements Dog Grooming: Dog Grooming Course Online To enrol in this Dog Grooming: Dog Grooming Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Dog Grooming: Dog Grooming Course. Be energetic and self-motivated to complete our Dog Grooming: Dog Grooming Course. Basic computer Skill is required to complete our Dog Grooming: Dog Grooming Course. If you want to enrol in our Dog Grooming: Dog Grooming Course, you must be at least 15 years old. Career path Dog Grooming: Dog Grooming Course Online You may launch your own Dog Grooming: Dog Grooming business or begin your ideal career as a groomer after finishing this Dog Grooming: Dog Grooming Course.

Food Hygiene: Food Hygiene Course Online Unlock the Food Hygiene: Food Hygiene Course: Enrol Now! Our Food Hygiene: Food Hygiene Course will take you through the various aspects of food safety and hygiene, providing a thorough understanding of food safety legislation, best practices, and contamination prevention. In addition, through this Food Hygiene: Food Hygiene Course, you will learn the importance of good food safety standards, how to expertly identify the various hazards that can occur during the food preparation process, and how to create appropriate hazard control systems and cleaning plans to ensure the highest levels of hygiene and cleanliness. By the end of this Food Hygiene: Food Hygiene Course, you will have the skills and practical knowledge to implement an effective food hygiene management system for your workplace using the best practice guidelines. Courses you will get: Course 01: Level 2 Food Hygiene and Safety Course 02: Level 2 Food Hygiene and Safety For Catering Course 03: Level 3 Supervising Food Safety in Catering [ Note: Free PDF certificate as soon as completing the Food Hygiene: Food Hygiene Course] Food Hygiene: Food Hygiene Course Online This Food Hygiene: Food Hygiene Course consists of 10 modules. Course Curriculum of Food Hygiene: Food Hygiene Course Module 01: Introduction to Food Hygiene Module 02: Food Safety- An Introduction Module 03: Food Hygiene and Safety Legislation in the UK Module 04: Food Safety Management (HACCP) Module 05: Nature and Origin of Food Contamination Module 06: Controlling Contamination Module 07: Bacterial Food Poisoning Module 08: Non-Bacterial Food Poisoning Module 09: Storage and Temperature Control of Foods Module 10: Cleaning and Disinfection Assessment Method of Food Hygiene: Food Hygiene Course After completing Food Hygiene: Food Hygiene Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Food Hygiene: Food Hygiene Course After completing the Food Hygiene: Food Hygiene Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Food Hygiene: Food Hygiene Course Online This Food Hygiene: Food Hygiene Course is designed for all levels of food, catering, and hospitality specialists. Requirements Food Hygiene: Food Hygiene Course Online To enrol in this Food Hygiene: Food Hygiene Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Food Hygiene: Food Hygiene Course. Be energetic and self-motivated to complete our Food Hygiene: Food Hygiene Course. Basic computer Skill is required to complete our Food Hygiene: Food Hygiene Course. If you want to enrol in our Food Hygiene: Food Hygiene Course, you must be at least 15 years old. Career path Food Hygiene: Food Hygiene Course Online

Dog Grooming: Dog Grooming Course Online Do you want to join the pet care industry? If so, you can participate in our specially designed Dog Grooming: Dog Grooming Course to gather information about this sector. Dog Grooming: Dog Grooming Course involves the maintenance and care of a dog's physical appearance and hygiene. This Dog Grooming: Dog Grooming Course also includes brushing, bathing, nail trimming, ear cleaning, and hair clipping. Dog Grooming: Dog Grooming Course not only enhances a dog's overall well-being but also helps prevent health issues such as matting and skin infections. With our Dog Grooming: Dog Grooming Course, you can perform these tasks, ensuring the dog's coat, nails, and ears are in optimal condition. Enrol this Dog Grooming: Dog Grooming Course to help with the regular grooming of your dog to foster a healthy bond between dogs and their caretakers. Main Course: Dog Grooming Course Free courses included with Dog Grooming: Dog Grooming Course: Along with Dog Grooming Course you will get free Level 5 Animal Care Course Along with Dog Grooming Course you will get free Dog First Aid Special Offers of this Dog Grooming: Dog Grooming Course: This Dog Grooming: Dog Grooming Course includes a FREE PDF Certificate. Lifetime access to this Dog Grooming: Dog Grooming Course Instant access to this Dog Grooming: Dog Grooming Course 24/7 Support Available to this Dog Grooming: Dog Grooming Course Dog Grooming: Dog Grooming Course Online A dog's physical appearance and cleanliness are maintained and cared for throughout a Dog Grooming: Dog Grooming Course. In addition to brushing and washing, this Dog Grooming: Dog Grooming Course covers nail cutting, ear cleaning, and hair cutting. Dog grooming: Dog grooming helps avoid health problems like matting and skin infections. In addition to improving a dog's general wellbeing is a part of this Dog Grooming: Dog Grooming Course. These chores can be completed by certified Dog Grooming: Dog Grooming Course professionals or pet owners. Who is this course for? Dog Grooming: Dog Grooming Course Online This Dog Grooming: Dog Grooming Course is open to all pet guardians who wish to learn the right methods for washing, brushing, and grooming their dogs. Requirements Dog Grooming: Dog Grooming Course Online To enrol in this Dog Grooming: Dog Grooming Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Dog Grooming: Dog Grooming Course. Be energetic and self-motivated to complete our Dog Grooming: Dog Grooming Course. Basic computer Skill is required to complete our Dog Grooming: Dog Grooming Course. If you want to enrol in our Dog Grooming: Dog Grooming Course, you must be at least 15 years old. Career path Dog Grooming: Dog Grooming Course Online You may launch your own Dog Grooming: Dog Grooming business or begin your ideal career as a groomer after finishing this Dog Grooming: Dog Grooming Course.

Dive into the mesmerizing realm of animation and visual effects with our comprehensive 'Adobe After Effects CC Course.' Unleash your creativity as you journey through an extensive curriculum designed to transform novices into proficient animators. This course is not just about mastering tools; it's about crafting visual stories that captivate and inspire. From the basics of the After Effects workspace to advanced techniques in character animation, each module is a stepping stone towards unlocking your artistic potential. In this visually dynamic expedition, you'll animate your name, create motion graphics projects, replace screens seamlessly, delve into 3D animation, and even explore the fascinating world of character animation. Our modules are structured to guide you through the intricacies of After Effects, offering hands-on challenges and solutions to enhance your skills. Join us on this thrilling ride, where you're not just learning software - you're becoming a visual storyteller. Learning Outcomes Master the After Effects workspace and essential tools. Create captivating animations with position, scale, and rotation. Utilize advanced techniques like motion tracking and rotoscoping. Develop motion graphics projects, from lower thirds to transitions. Harness the power of expressions for dynamic animations. Why choose this Adobe After Effects CC 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 Adobe After Effects CC Course for? Aspiring animators and visual storytellers. Graphic designers eager to add motion to their creations. Video editors looking to enhance their post-production skills. Content creators aiming for engaging and dynamic visual content. Anyone passionate about exploring the artistry of animation. Career path Motion Graphics Designer: £25,000 - £40,000 Visual Effects Artist: £30,000 - £50,000 Animation Specialist: £28,000 - £45,000 Video Content Creator: £22,000 - £35,000 Multimedia Animator: £26,000 - £42,000 Digital Media Producer: £32,000 - £48,000 Prerequisites This Adobe After Effects CC Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Adobe After Effects CC Course 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 Module: 01 1.1 Intro Video 00:03:00 1.3 Animate Your Name 00:07:00 Module: 02 2.1 Understand the After Effects Workspace 00:06:00 2.2 Starting a New Composition 00:08:00 2.3 Adding Media to Your Project and Timeline 00:05:00 2.4 Using the Basic After Effects Tools 00:10:00 2.5 Create a Perfect Circle, Alignment, and Shape Colors 00:03:00 2.6 Working in the Timeline 00:11:00 2.7 Layer Properties 00:09:00 Module: 03 3.1 Animating in After Effects 00:08:00 3.2 Position, Scale, and Rotation Animations 00:05:00 3.3 Tips to Make Your Animations Look More Nautral 00:04:00 3.4 Using the Graph Editor 00:06:00 3.5 Challenge - Bouncing Ball 00:01:00 3.6 Solution - Bouncing Ball 00:20:00 Module: 04 4.1 Working With Solid Layers and the ken Burns Effects 00:07:00 4.2 Working With Shape Layers, Strokes, and Paths 00:06:00 4.3 Adding Layer Styles Like Drop Shadow, Bevel, and Gradients 00:04:00 4.4 Shape Effects - Trim Path Animation, Wiggle, and Zig Zag 00:06:00 Module: 05 5.1 Track Matte Animation - Make Layers Appear And Disappear 00:09:00 5.2 Using Pre-Compositions to Group Layers 00:06:00 5.3 Easily Reverse Complicated Animations 00:02:00 5.4 Playing with Time 00:06:00 5.5 Blend Modes 00:06:00 5.6 Stabilize Shaky Footage 00:04:00 Module: 06 6.1 Intro to Motion Graphics Projects 00:01:00 6.2 Clean Lower Third 00:09:00 6.3 Logo Reveal Animation Bumper 00:13:00 6.4 Colorful Transition 00:17:00 6.5 Text with Mask Path Animation 00:10:00 6.6 Text Bubble Animation 00:14:00 6.7 Weather App 1 00:17:00 6.8 Weather App 2 00:08:00 6.9 Weather App 3 00:07:00 Module: 07 7.1 Flat Animation Challenge 00:03:00 7.2 Phil Designs his Flat Animation Scene 00:13:00 7.3 Animating Fireworks with the Repeater Effect 00:15:00 Module: 08 8.1 Removing Green Screen Backgroundc 00:07:00 8.2 Adding a Background that Matches the Foreground 00:08:00 8.3 Adding Motion to a Still Image with the Puppet Tool 00:06:00 8.4 Adding Movement with the Ripple Effect 00:06:00 Module: 09 9.1 Intro to 3D 00:10:00 9.2 Swinging 3D Text Animation 00:12:00 9.3 Build Out Your 3D Composition 00:06:00 9.4 Animating Our 3D Scene 00:08:00 9.5 Create Stars in After Effects 00:05:00 Module: 10 10.1 Using the Rotoscope Tool 00:07:00 10.2 Cleaning Up Your Edges 00:07:00 10.3 Finishing Our Rotobrush Animation 00:08:00 Module: 11 11.1 Easy Screen Replacement with Masks 00:10:00 11.2 Replacing a Screen Version 2 00:14:00 11.3 Screen Replacement with Mocha 00:08:00 Module: 12 12.1 Using the Puppet Pin Tool 00:05:00 12.2 Animating Your Puppet Pins 00:03:00 12.3 Animated Blinking Eyes 00:08:00 12.4 Adding Perspective with Animated Clouds 00:07:00 Module: 13 13.1 Applying Text Animation Presets 00:06:00 13.2 Create a page Turn Effect with CC page Turn 00:10:00 13.3 Radial and Linear wipes 00:03:00 13.4 Color Correction in After Effects 00:04:00 Module: 14 14.1 Motion Tracking Basics 00:10:00 14.2 Tracking Text and Visual Effects to Video Clip 00:06:00 14.3 Tracking Rotation and Scale 00:12:00 14.4 Adding Details to Our Text 00:04:00 Module: 15 15.1 Intro to Character Animation 00:02:00 15.2 Design Your Character 00:15:00 15.3 Rigging Your Character 00:03:00 15.4 animation Our Character 00:10:00 15.6 Adding Details to Character Movement 00:07:00 15.7 Adding the Paper Cut Out Look 00:06:00 Module: 16 16.1 Exporting an H264 File From After Effects 00:07:00 16.2 Exporting from After Effects with a Transparent Background 00:04:00 16.3 Exporting from After Effects through Adobe Media Encoder 00:05:00 16.4 Create an Animated GIF from After Effects 00:07:00 Module: 17 17.1 Audio Tips for After Effects 00:03:00 17.2 Working with Premiere Pro 00:06:00 Module: 18 18.1 Expressions Basics 00:07:00 18.2 Animate a Flickering with Expressions 00:18:00 Module: 19 19.1 Conclusion 00:01:00 Resources Resources -Adobe After Effects CC Course 00:00:00 Assignment Assignment - Adobe After Effects CC Course 00:00:00

Quality Guarantee: Promising training excellence, satisfaction gurantee Accredited by CPD UK & Quality License Scheme Tutor Support Unlimited support via email, till you complete the course Recognised Certification: Accepted by thousands of professional bodies Start Anytime With 1 year access to the course materials Online Learning Learn from anywhere, whenever you want In this course, you will explore the art of creating luxurious beauty products using essential oils and natural ingredients to offer your clients a holistic and chemical-free approach to beauty. This course at a glance Eligible to apply for the insurance Accredited by International Practitioners of Holistic Medicine (IPHM) Accredited by CPD UK Endorsed by Quality Licence Scheme All about essential oils and butter and how to choose the best carrier oils for your unique skin type How to get started with lip balms and glosses About herbs and how to use them with your oils How to make deodorants, foot, and body scrubs Which essential and carrier oils make the best face, hair, and body products The best methods to make shower and bath products About perfumes and how to make them The best products to use for oily hair and skin Why Aromatherapy Course : Natural Beauty Products right for you? This natural beauty products with aromatherapy course online aims to help anyone who wants to make natural beauty products for their clients and create a complete range of facial skincare and body care products using natural and organic ingredients. You will know the steps to make organic cleansers, toners, moisturisers, creams, lotions, body butter, scrubs, and more using aromatherapy essential oils. By the end of this accredited aromatherapy courses UK, you will be an expert in applying aromatherapy and essential oils to all aspects of your life for your health, your home, and your happiness. Aromatherapy Course : Natural Beauty Products Details Accredited by International Practitioners of Holistic Medicine (IPHM) is a leading accredited organisation that certifies and regulates alternative therapists, healers, and training providers around the world. After completing the IPHM accredited course you will be eligible to apply for the insurance.   CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field.   The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Course Curriculum How IT Works How IT Works Introduction Introduction It Doesn't Get Any Easier Than This Download the Resources How This Course is Structured Make Sure You Download This Pdf File for the Description Box Links Join the Fb Group What is Going on Back There A Closer Look at The Butter and Oils What is This Section All About Coconut Oil Allergic to Coconut Oil? Here is a Great Alternative. We Have Virgin Coconut Oil and Olive Oil. So What Exactly is Extra Virgin Olive Oil Sweet Almond Oil Castor Oil Jojoba Avocado Beeswax Vegan Alternatives to Beeswax Shea Butter Cocoa Butter Tamanu Oil Palm Kernel Oil Rosehip Oil Hemp oil What Do I Do if I Don't Have the Oil or Butter You Recommend Getting Started to Make Your Products The Double Boiler- You Can Make Your Own Easily Like I Do What You Will And Will Not Need To Have Sanitization For Longer Product Shelf Life What is the Comedogenic Scale and Should I Care Why I Weigh Ingredients Throughout the Course. How to Price Your Products if You Want to Sell Them How to Label Your Products for Resale The Shelf Life of Your Products. Make Sure That You Write Things Down A Word About Using Essential Oils The Photosensitive Essential Oils That You Need to Be Aware Of Making Body Butters Introduction to Body Butters, Lip Balms and Hard Deodorants Scar and Stretch Marks Butter How to Remodel Scars With Your New Scare and Stretch Mark Butter A Little Tip With Cleaning Up When Using Beeswax Anti Inflammatory Pain Relieving Butter It's Confession Time. Decadent Skin Nourishing Butter Whipped Shea Body Butter A.K.A Body Frappé Orange and Lavender Whipped Stretch Marks And Scar Butter The World is Now Your Whipped Body Butter Oyster Frankincense Solid Body Lotion Harts Lip Balms and Glosses Disposable Pipettes It's Time to Make These Awesome Lip Balms Lip Balms and Cuticle Balms- Time to Have Fun Lip Gloss Infusing Your Oils With Herbs and Other Awesome Things Coffee Infused Oil- Mocha Anyone Calendula Herb Infused Oils and Much More-Next Level Benefits. Four Weeks Later, the Coffee Infused Oil is Ready to Filter. Vanilla Infused Jojoba Oil. Ohhhh, Yes Please. Deodorants How to Make a Solid Deodorant Foot and Body Scrubs Coconut And Honey Peppermint Foot Scrub Coconut Foot Scrub Version 2 Orange And Lavender Body Scrub Facial Cleansers And Masks Nature's Perfect All-In-One Moisturizing Cleanser The Full Oil Cleansing Facial Sequence Honey And Oat Kaolin Clay Mask Yoghurt, Chamomile And Kaolin Clay Mask Chamomile And Calendula Facial Cleansing Powder And Mask Toners For your skin Facial Toners, Essential Oils And Solubol Serums The Basics On How To Make Your Own Serum With Essential Oils For Your Skin Type How to Make Serums for 3 Skin Types The Ultimate Rejuvenating Anti-Aging Serum Scar and Stretch Mark, Face Serum Oil-One Oil Does It All Making Your Own Body Oil Making Your Own Body Oil For Your Skin Type Making Products for Acne Prone Skin and Oily Skin Treating Acne With Chemical Free Products A Great, Simple But Effective 3 Step Product Approach To Treating Acne Bath (And Shower) Time Exfoliating Coffee Melt And Pour Soap The 3 Ingredient Shower Wash Lavender Exfoliating and Moisturizing Shower Scrub Bars What to Do and Not to Do When Making Bath Salts What Dispersants You Can and Can't Use in the Bath and Shower The Course Wouldn't Be Complete Without Bath Bombs Castile Soap And It's Many Wonders Hair Treatments The Amazing Coconut Oil Pre Washing Hair Conditioner Pre Shaving Oil Your Natural Shampoo and Conditioners Made Easy How to Apply Your Essential Oils to Your Shampoo and Conditioners The Hydrosol Spritz For Dry and Damaged Hair. Hair Conditioning Treatment. Great for Hair Loss Hand sanitizer How to Make Your Own Hand Sanitizer Perfumes A Roll-on Perfume to Take Anywhere Who should take this course? This accredited aromatherapy courses UK is aimed at massage therapists who would like to offer an additional service to clients and advance their skills and knowledge in this sector. It is also suitable for anyone interested in learning more about aromatherapy and natural beauty products. Entry Requirements There are no academic entry requirements for this Natural Beauty Products With Aromatherapy course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This natural beauty products with aromatherapy 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%. Do not forget to book this Massage Business Training Course Online and learn how to start and run a successful massage business. This course covers everything from marketing and advertising to financial management and customer service. Start your journey towards becoming a skilled and successful massage therapist today! Certification Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35.   FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

Register on the R Programming for Data Science 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 R Programming for Data Science 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 R Programming for Data Science 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 Get instant feedback on assessments 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 R Programming for Data Science, 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 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? 00:01:00 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

This course primarily focuses on explaining the concepts of Python and PySpark. It will help you enhance your data analysis skills using structured Spark DataFrames APIs.