3076 Courses in Edinburgh delivered Online

Description Equitation Science Diploma In the dynamic field of equine studies, the Equitation Science Diploma stands out as a comprehensive online course tailor-made for enthusiasts, professionals, and those with a keen interest in the science behind horse behaviour and training. This course provides a deep understanding of various aspects of equitation science, ensuring students gain both theoretical knowledge and practical insights. Beginning with an introduction to equitation science, students are immediately immersed in the foundational principles that set the stage for the rest of the curriculum. The course swiftly moves on to unravel the science behind horse behaviour, demystifying why horses act the way they do, and how centuries of domestication and interaction with humans have shaped these behaviours. A key component of the diploma is the study of equine anatomy and biomechanics. It's essential to understand the intricacies of a horse's body, its movements, and how it functions to truly appreciate and cater to its needs. By mastering this unit, students can better anticipate and respond to the physical needs and constraints of these magnificent creatures. Horse welfare and management is another core area, addressing the well-being of the horse, ensuring they're treated with care, respect, and understanding. As we delve deeper into the course, the importance of the rider-horse relationship and communication becomes evident. Understanding the bond between the rider and the horse, how they communicate, and how they influence each other's behaviours and actions is crucial for anyone serious about equitation. Equally important is the science of training horses. The Equitation Science Diploma emphasises humane, evidence-based methods that prioritise the mental and physical well-being of the horse. These methods also ensure effective learning, leading to more responsive and happier horses. With the proliferation of riding equipment available in the market, it becomes pivotal to understand their impact. This course explores various types of equipment, their uses, and their effects, ensuring that riders make informed choices that enhance, rather than hinder, their horse's comfort and performance. Moving on, the course delves into the realms of equine mental health and learning. Just like humans, horses can experience mental stress, anxiety, and other issues. Recognising signs, understanding their origins, and knowing how to address them is crucial for any horse owner or handler. For riders themselves, there's an emphasis on refining skills and training. Riding is not just about mounting a horse; it involves a deep connection, understanding, and a set of skills that need constant honing. The course equips riders with the knowledge and techniques to improve their own abilities, ensuring a symbiotic relationship with their horse. Lastly, the future of equitation science is explored, ensuring that students are aware of ongoing research, emerging trends, and the trajectory of the discipline. It's an exciting time for equitation science, and this diploma ensures its students are at the forefront of this evolution. In conclusion, the Equitation Science Diploma offers an enriching and comprehensive online learning experience. Whether you're a seasoned equestrian or someone with a budding interest in horses, this course provides the knowledge, skills, and insights to deepen your understanding and enhance your interactions with these noble creatures. Enrol today and embark on a transformative journey in the world of equitation science. What you will learn 1:Introduction to Equitation Science 2:The Science Behind Horse Behaviour 3:Equine Anatomy and Biomechanics 4:Horse Welfare and Management 5:Rider-Horse Relationship and Communication 6:The Science of Training Horses 7:Riding Equipment and Its Impact 8:Equine Mental Health and Learning 9:Rider Skills and Training 10:Future of Equitation Science Course Outcomes After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college. Assessment Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter. Accreditation Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.

Description British Politics Diploma  The political system in Britain follows a system consisting of two parties. Since the 1920s, the Labour Party and the Conservative Party have dominated the political scene. Before the rise of the Labour Party in politics in the country, the major party, besides the Conservatives, was the Liberal Party. Minorities or coalitions have formed governments; this happens only occasionally. The country uses an electoral system for general elections known as the first-past-the-post, favouring the maintenance of the two-party method comprising the Labour Party and the Conservative Party. There have been times when these two parties have formed coalitions with another more minor party to have a majority in the Parliament. The British Politics Diploma course starts with an overview of the critical theoretical perspectives on British politics, including the Parliament, the Constitution, the Executive, Whitehall, the Civil Service, devolution, and voting. The British Politics Diploma course uses these fundamental concepts. It applies them to understand the issues faced in different periods since the beginning of the twentieth century in the British political scene. The British Politics Diploma course is a wide-ranging course that introduces to the students the country's government and the politics of the UK. Students will be taught the political institutions that make up the core of the politics and government in the UK- the Executive, the Parliament, and the Judiciary. The British Politics Diploma course discusses how these institutions affect voter devolution, apathy, and division within the existing party system. The course will provide the students with a good amount of knowledge regarding the working of the government system of Britain and its main challenges. The British Politics Diploma course is the perfect introductory course to British politics. It is suitable for anyone and as a beginner course for those who wish to further their studies in British politics, whether as a Political Science student or a social sciences student. The course introduces the UK's politics and government system in a detailed yet accessible and easily understandable manner. It includes the major political institutions in the UK government and their various effects, asking essential questions about the importance of the Parliament, what role it plays, and the influence of people in high-ranking political positions such as the Prime Minister. The British Politics Diploma course has its primary objective of enabling students to participate in debates concerning British politics by equipping them with the required knowledge. The students will be informed enough to understand current developments and policies, placing them in the context to assess the level of success or limitations of the UK in presenting itself as a political state capable of handling the challenges of governing a 21st-century nation. The British Politics Diploma course introduces the various institutions within politics, concepts, debates and issues that have played essential roles in shaping today's political scene in Britain. The British Politics Diploma course can benefit students without explicit background knowledge or training in the British political system. The course will take you on a journey exploring the political system of Britain, describing the various functions and roles of different wings of the government like the Parliament and the Executive, and the key figures like political parties and politicians. What you will learn   1: Get To Know The Basics Of Politics  2: Understanding Democracy  3: Political Ideologies  4: Formation of the British Political State  5: Election and Political Parties 6: Britain's Constitution and Parliamentary Democracy  7: The PM and Cabinet  8: Ministries and Civil Servants  9: Courts and Judiciary  10: Local Government and Devolution  11: Politics Worldwide  Course Outcomes After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college. Assessment Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter. Accreditation Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.

Description Language Perception And Production Diploma Embarking on a journey into the fascinating world of language can now be achieved from the comfort of your home. The Language Perception And Production Diploma is an exclusive online course meticulously designed to illuminate students on various aspects of human language, including its structure, acquisition, usage in society, interaction with technology, non-verbal communication forms, and the cognitive processes behind it. The first section of the Language Perception And Production Diploma explores The Science Behind Language. This section opens the door to understanding the intricacies of how language functions in our daily lives. It lays the groundwork for exploring the deeper dimensions of human communication. The Anatomy of Language takes students on a journey through the structure and rules that govern the language. This offers a profound insight into how words are formed, combined, and utilised to convey complex thoughts and emotions. With Language Perception and the Brain, this online course guides the learners through the fascinating connection between human cognition and language. It elaborates how the brain perceives, processes, and produces language, offering a glimpse into the miracles of human communication. Child Language Acquisition reveals how children acquire the ability to speak and understand language. This segment is vital for those interested in the stages of development and the factors influencing this intricate process. The Language Perception And Production Diploma also covers Second Language Acquisition. Many people learn a second language at some point in their lives, and this section demystifies the process, revealing the strategies and struggles that accompany this complex learning phase. Language in Society looks into how language varies across different social contexts and communities. It explores the relationships, behaviours, and cultural norms that influence how language is used and understood. In a world where technology plays an indispensable role, Language and Technology takes a thorough look at the intersection between language and the digital age. This includes examining how technology shapes communication and vice versa. Sign Languages and Non-Verbal Communication is a unique section of the Language Perception And Production Diploma. This part educates students about various forms of non-verbal communication, including gestures and sign languages, bridging gaps and transcending linguistic barriers. Dwelling into The Cognitive Aspects of Language, the course explores how the mind processes language. It's a deep study of mental structures and mechanisms, which are key in comprehending and producing language. Lastly, The Future of Language Studies envisages what lies ahead in this ever-evolving field. With language constantly transforming, this part of the Language Perception And Production Diploma attempts to forecast the future, allowing students to prepare and adapt to new linguistic landscapes. The Language Perception And Production Diploma offers a comprehensive, engaging, and flexible online learning experience. It's more than just an academic venture; it's a journey into the very essence of human communication, a vital element that binds societies and cultures. It promises not only to equip students with knowledge but also to inspire curiosity and foster a lifelong love for language and its many facets. Investing in the Language Perception And Production Diploma is not just an investment in education; it's an investment in understanding humanity, culture, and the world. Enroll now and embark on a journey that transcends boundaries and enriches minds. What you will learn 1:The Science Behind Language 2:The Anatomy of Language 3:Language Perception and the Brain 4:Child Language Acquisition  5:Second Language Acquisition 6:Language in Society 7:Language and Technology 8:Sign Languages and Non-Verbal Communication 9:The Cognitive Aspects of Language 10:The Future of Language Studies Course Outcomes After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college. Assessment Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter. Accreditation Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.

Description Enrol the Adobe InDesign CC Beginner course and learn Adobe InDesign CC in simple and easy steps. The course is designed for the novice people or people who have little or no knowledge about the desktop publishing software application Adobe InDesign CC. Using the application, you will be able to create incredible graphical works such as posters, flyers, brochures, magazines, newspapers, presentations, books and ebooks. The course covers the basic features and functions of the application. You will be familiar with the user interface of the software and learn the basic InDesign documents. Adobe InDesign is also a vector program like Adobe Illustrator. You will learn how to modify the text, modify the layout, format the text, modify graphics and use effects. Additionally, the course shows you how to play with the colors to create an amazing output. You will explore the procedures of working with tables, adding and transforming shapes, managing pages, layers, and objects, and more. By the end of the course, you will gain all the essential functions of the software. Assessment: This course does not involve any MCQ test. Students need to answer assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Once the answers are submitted, the instructor will check and assess the work. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Adobe InDesign CC Beginner is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Adobe InDesign CC Beginner is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Introduction Introduction FREE 00:01:00 Building a Basic InDesign Document Overview of InDesign 00:03:00 Touring the InDesign Interface 00:10:00 Customizing Preferences 00:09:00 Building a document 00:09:00 Advanced Document Settings 00:09:00 Adding Graphics 00:06:00 Adding Text 00:03:00 Customizing the Workspace Using Panels and Workspace Presets 00:10:00 Document Views 00:08:00 Understanding the Control Panel 00:04:00 Managing Pages Adding, Moving, and Deleting Pages 00:06:00 Using Master Pages 00:10:00 Modifying Text Selecting Text 00:03:00 Understanding Text Frame Options 00:09:00 Importing Text 00:06:00 Threading Text 00:05:00 Using Special Characters 00:10:00 Using Spell Check 00:07:00 Using the Story Editor 00:04:00 Modifying Graphics Defining Graphic Types 00:07:00 Placing Multiple Graphics 00:04:00 Selecting Graphics 00:05:00 Fitting Options 00:07:00 Updating Graphics 00:07:00 Placing Photoshop and Illustrator Files 00:05:00 Working with Color Basics of Color 00:06:00 Working with Swatches 00:08:00 Creating Swatches 00:08:00 Making Spot Color Swatches 00:03:00 Working with the Color Panel 00:05:00 Creating and Using Gradients 00:08:00 Using Effects Using the Effects Panel 00:08:00 Using the Blend Modes 00:04:00 Adding and Removing Effects 00:03:00 Adding and Transforming Shapes Adding Vector Shapes 00:08:00 Drawing Vector Lines 00:08:00 Selecting and Moving Frames 00:07:00 Scaling Arrowheads 00:05:00 Managing Objects and Layers Managing Layers 00:10:00 Aligning and Grouping Objects 00:06:00 Wrapping Text around an Object 00:07:00 Formatting Text Character Formatting 00:11:00 Advanced Character Formatting 00:10:00 Paragraph Formatting 00:10:00 Using Styles Basics of Styles 00:01:00 Managing Paragraph Styles 00:10:00 Managing Character Styles 00:05:00 Using Object Styles 00:08:00 Working with Tables Creating Tables 00:10:00 Formatting Tables and Cells 00:08:00 Using Table and Cell Styles 00:08:00 Exporting the Document to Other Formats Preflighting your document 00:09:00 Packaging your Document 00:10:00 Printing your Document 00:09:00 Converting to PDF 00:06:00 Conclusion Course Recap 00:01:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

This video course will prepare you to take and pass the CompTIA IT Fundamentals (ITF+) certification (FC0-U61) exam confidently by helping you get to grips with all the major domains covered in the certification and enabling you to develop the skills required to set up, configure, and secure desktop PC, mobile, and networking devices.

Aerospace Engineering Do you want to understand how aeroplanes fly? Are you fascinated by the engineering behind aircraft design and performance? Then Aerospace Engineering is the course for you! This comprehensive program covers everything you need to know about the science behind flight. From the introduction to aeroplanes and their main elements to the classification of different aircraft types, this course will provide you with a thorough understanding of the different aspects of aerospace engineering. You will learn about aerodynamics, aeroplane forces and trajectory, lift and drag, turbulence and stall, aeroplane propulsion engines, and much more. You will also delve into the flight mechanics of aircraft, including the stability of the gravity centre and pressure centre, the control surfaces of an aircraft, and aircraft performance. With a focus on the optimization of range and the Breguet equations, this course provides a comprehensive understanding of aerospace engineering and its role in the aviation industry. So, join Aerospace Engineering today and discover the magic of flight! Along with this Aerospace Engineering course, you will get 11 premium courses, an original hardcopy, 11 PDF Certificates (Main Course + Additional Courses) Student ID card as gifts. This Aerospace Engineering Bundle Consists of the following Premium courses: Courses are included in this Aerospace Engineering Bundle: Course 01: Aerospace Engineering Course 02: Flight Mechanics Course 03: Engineering Calculus Made Simple (Derivatives) Course 04: Energy Engineer Course Course 05: MATLAB Simulink for Electrical Power Engineering Course 06: Engine Lubricant System Training - Level 4 Course 07: Electrical Engineering DC Circuit Analysis Course 08: Digital Electric Circuits & Intelligent Electrical Devices Course 09: PAT Level 4 Course 10: PUWER Course 11: First Aid Training Learning Outcomes of Aerospace Engineering Understanding of the main elements of an aeroplane and their functions. Knowledge of the different types of aircraft and their classification. Mastery of aerodynamics and the principles of lift and drag. Understanding of aeroplane propulsion engines and the different types of engines. Understanding of flight mechanics and the stability of aircraft. Knowledge of aircraft performance and the optimization of range. Ability to analyze and understand the Breguet equations and their role in the aviation industry. Proficiency in the use of aerospace engineering principles and concepts in real-life applications. Development of critical thinking and problem-solving skills in the context of aerospace engineering. Improved technical writing skills and the ability to present technical information effectively. Aerospace Engineering The Aerospace Engineering bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Aerospace Engineering expertise and essential knowledge, which will assist you in reaching your goal. Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 115 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Aerospace Engineering bundle. Requirements This Aerospace Engineering course has been designed to be fully compatible with tablets and smartphones. Career path Aerospace Engineer - £30k-£60k/year. Aeronautical Engineer - £30k-£60k/year. Aircraft Maintenance Engineer - £25k-£45k/year. Avionics Engineer - £25k-£50k/year. Aerospace Systems Engineer - £35k-£65k/year. Aerospace Design Engineer - £30k-£55k/year. Certificates Certificate of completion Digital certificate - Included

***24 Hour Limited Time Flash Sale*** Level 2 Certificate in Neuroscience in the Early Years Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Are you a professional feeling stuck in your career, struggling to keep up with the ever-changing demands of the industry? Or perhaps you're a beginner, unsure of where to start or how to break into your desired field. Whichever stage you're in, our exclusive Level 2 Certificate in Neuroscience in the Early Years Bundle provides unique insights and tools that can help you achieve your goals. Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our Level 2 Certificate in Neuroscience in the Early Years bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. Whether you're looking to advance in your current role or embark on a new career journey, this bundle has everything you need to take your professional life to the next level. But that's not all. When you enrol in Level 2 Certificate in Neuroscience in the Early Years Online Training, you'll receive 30 CPD-Accredited PDF Certificates, Hard Copy Certificates, and our exclusive student ID card, all absolutely free. Courses Are Included In this Level 2 Certificate in Neuroscience in the Early Years Career Bundle: Course 01: Neuroscience of Learning Course 02: Neuropsychology & Development of Children Course 03: Early Years Foundation Stage (EYFS) Course 04: Early Childhood Mental Health: Strategies and Interventions Course 05: Executive Functions in Child Development Course 06: The Whole Brain Learning Approach in Child Development Course 07: Child Behaviour Course 08: Child Psychology Course 09: Child and Adolescent Counselling Course 10: Positive Behaviour in Children and Youth Course 11: Level 2 in Understanding Specific Learning Difficulties Course 12: Effective Strategies for Teaching Students with Learning Disabilities Course Course 13: Learning Disability Awareness Course 14: Special Education Needs (SEN) Teaching Methodologies Course 15: Dyslexia Awareness Training Course 16: Speech & Language Therapy for Children Course 17: Autism and developmental Disorders Course 18: ADHD Awareness Training Course 19: Safeguarding Children Course Course 20: Young People and Challenging Behaviour Diploma Course 21: Cognitive Behavioural Therapy (CBT) Practitioner Certificate Course Course 22: Compassion Focused Therapy Course 23: Online Depression Management Course 24: Applied Behaviour Analysis (ABA) Course 25: Psychotherapy Course 26: Teaching Assistant Course 27: Mental Health and Psychiatry Training Course 28: Youth Work Diploma Course 29: Diploma in Play Therapy Course 30: Art Therapy Diploma With Level 7 in Strategic Learning & Development, you'll embark on an immersive learning experience that combines interactive lessons with voice-over audio, ensuring that you can learn from anywhere in the world, at your own pace. And with 24/7 tutor support, you'll never feel alone in your journey, whether you're a seasoned professional or a beginner. Don't let this opportunity pass you by. Enrol in Level 2 Certificate in Neuroscience in the Early Years today and take the first step towards achieving your goals and dreams. Why buy this Level 7 in Strategic Learning & Development? Free CPD Accredited Certificate upon completion of Level 7 in Strategic Learning & Development Get a free student ID card with Level 7 in Strategic Learning & Development Lifetime access to the Level 2 Certificate in Neuroscience in the Early Years course materials Get instant access to this Level 2 Certificate in Neuroscience in the Early Years course Learn Level 2 Certificate in Neuroscience in the Early Years from anywhere in the world 24/7 tutor support with the Level 2 Certificate in Neuroscience in the Early Years course. Start your learning journey straightaway with our Level 2 Certificate in Neuroscience in the Early Years Training! Level 2 Certificate in Neuroscience in the Early Years premium bundle consists of 30 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of Level 2 Certificate in Neuroscience in the Early Years is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience. Certification You have to complete the assignment given at the end of the Level 2 Certificate in Neuroscience in the Early Years course. After passing the Level 2 Certificate in Neuroscience in the Early Years exam You will be entitled to claim a PDF & Hardcopy certificate accredited by CPD Quality standards completely free. CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Level 2 Certificate in Neuroscience in the Early Years course is ideal for: Students seeking mastery in Level 7 in Strategic Learning & Development Professionals seeking to enhance Level 2 Certificate in Neuroscience in the Early Years skills Individuals looking for a Level 7 in Strategic Learning & Development-related career. Anyone passionate about Level 7 in Strategic Learning & Development Requirements This Level 2 Certificate in Neuroscience in the Early Years doesn't require prior experience and is suitable for diverse learners. Career path This Level 2 Certificate in Neuroscience in the Early Years bundle will allow you to kickstart or take your career in the related sector to the next stage. Certificates CPD Accredited Hard copy certificate Hard copy certificate - Included If you are an international student, you will be required to pay an additional fee of 10 GBP for international delivery, and 4.99 GBP for delivery within the UK, for each certificate CPD Accredited Digital certificate Digital certificate - Included

QLS Endorsed + CPD QS Accredited - Dual Certification | Instant Access | 24/7 Tutor Support | All-Inclusive Cost

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush.   Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00

Duration 4 Days 24 CPD hours This course is intended for Developers who have: At least two years of experience with Java or JavaScript programming Familiarity with the jQuery library and JSON syntax Overview When you complete this course, you will be able to: Create cartridges to add reusable functionality to a site. Use JavaScript controllers to add business logic to a site. Create reusable code using ISML templates. Use content slots and page designer to improve the appearance and flexibility of a site. Use B2C Commerce Script in ISML templates and script files. Use the Forms Framework to control the validation, rendering, and storing of consumer-entered values. Create hooks to configure functionality that is called a specific event. Measure and ensure site performance. Install and use SFRA command line tools to perform testing. This course introduces the core programming concepts, relevant files, and scripting language for Salesforce B2C Commerce. It is a must for developers new to Salesforce B2C Commerce and experienced developers looking to ramp up on Storefront Reference Architecture. Using real-world scenarios, this course covers how to customize the Storefront Reference Architecture and modify a B2C Commerce Cloud storefront. Overview of B2C Commerce Salesforce B2C Commerce Overview Storefront Reference Architecture Overview Business Manager Organization Getting Started Accessing Storefront Reference Architecture Creating a Workspace Creating a Server Connection Navigating Cartridges CartridgesCartridges Cartridge Types Cartridge Path Working with Plugin Cartridges Using a Custom Storefront Cartridge Controllers Introduction to JavaScript Controllers Creating a JavaScript Controller Script & JavaScript Controller Debugging Middleware Functions B2C Commerce Script API Models Introduction to Models Extending Models ISML ISML Tags and Expressions Reusing Code in Templates Conditional Statements & Loops Resource API & Resource Bundles Content Slots Creating & Configuring Content Slots Content Link Functions Page Designer Introduction to Page Designer Business & Developer Tasks Creating Custom Components Forms Framework Custom & System Objects XML Metadata File Server-Side Validation Script ISML Form Template Custom Logging Client-Side Validation Script Site Maintenance Site and Page Caching Site Performance Storefront Reference Architecture Tools GitHub NPM Tools Functional and Unit Tests