4560 Operations courses in Montrose delivered Online

Our Aim is Your Satisfaction! Offer Ends Soon; Hurry Up!! Has a window display ever attracted your notice while you were walking by a store? Has a smell, lights or sound in a store ever triggered your emotion? If you have ever faced any of these, you know what's behind all this magic, a Visual merchandising is the key point to any successful business, and hence one must have these skill-sets to survive in the competitive market. So enrol in this course today to develop knowledge and skills that will drive your career forward while learning the technique to maximise customer engagement. This Diploma course is endorsed by The Quality Licence Scheme and accredited by CPD (with 150 CPD points) to make your skill development and career progression related to Merchandising substantial and easier than ever! This course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. This course incorporates the fundamentals of merchandising, the types, theories and career aspects of a merchandiser. Our course is designed in a way that will enhance your knowledge in areas such as product, inventory, supply chain, and price management. Moreover, the course enables you to plan and execute various strategies to increase customer interactions. Similarly, throughout this course, you will demonstrate an understanding of the essential characteristics, which includes consumer behaviour pattern, the consumer rights act, and the importance of communicating with customers using various actions. Overall, this course has been explicitly outlined to provide you with the comprehension that will help master visual merchandising. What will I learn from this course? An overview of theory Methodologies of product management Principles of merchandise management How to analyse and manage inventories Planning and executing strategies The foundation Decision-making ability in pricing Significance of consumer behaviour The importance of communicating with customers On top of everything, you will get a certificate that includes 150 CPD points which will help make a mark for yourself in the competitive job market. This course certificate will also help you create an impression of self-reliance and dedication that will surely attract prospective employers to prioritise your job application. Enrol in this course today and open doors to enchanting career opportunities ahead. Enrol in the course right now and you'll have immediate access to all of the course materials. Then, from any internet-enabled device, access the course materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! Why Prefer this Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another certificate accredited by CPD after completing this Course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standards-aligned course lesson planning Innovative and engaging content and activities Course assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full tutor support on weekdays (Monday to Friday) *** Course Curriculum *** Here is the curriculum breakdown of this course: Module 01: Merchandising Theory What is Merchandising? Types of Merchandising Career as a Merchandiser Summary Module 02: Product Management Product Management Brand Management in Retailing Summary Module 03: Merchandise Management Merchandise Management Logistics Summary Module 04: Inventory Management and Analysis Inventory Management Concept Using Inventory Analysis to Improve Business Operations How Do You Analyse Inventory? Key Metrics to Measure Inventory Efficiency Summary Module 05: Merchandising Strategy Elements of Merchandising Takeaways Summary Module 06: Visual Merchandising What is Visual Merchandising? Creating Effective Displays Maintenance Summary Module 07: Merchandise Pricing Interactive Pricing Decisions Pricing Objectives Pricing Policies Specific Pricing Strategies Summary Module 08: Importance of Consumer Behaviour What We Mean by Consumer Behaviour How to Interpret Consumer Behaviour for Your Advantage How to Deal With Issues Related to Behaviour The Difference That Understanding Consumer Behaviour Makes to Your Store Summary Module 09: Consumer Rights Act The Key Rights Held by the Customer What You Are Allowed to Do as a Trader How to Handle Issues with Customers The Legal Side and Getting Help Summary Module 10: The Importance of Communicating with Customers What We Mean by Communication How to Deal With Unhappy Customers How to Talk to Customers The Key Information to Provide your Customers Summary Assessment Process We offer an integrated assessment framework to make the process of evaluation and accreditation for learners easier. You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. After passing the course exam, you will be able to request a certificate with additional cost that has been endorsed by the Quality Licence Scheme. CPD 150 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This Course Right for You? This course is preferable to independent and larger retailers who want to up-skill their teams to become experts. Besides, recent graduates or undergraduates who wish to learn a new skill or are looking to get into the industry are also encouraged to apply. Anyone of any academic background can enrol on this course. Requirements The course does not require any prior knowledge; everyone may participate! This course is open to anyone who is interested in learning from anywhere in the world. Every student must be over the age of 16 and have a passion for learning and literacy. This 100% online course can be accessed from any internet-connected device, such as a computer, tablet, or smartphone. This course allows you to study at your own speed and grow a quality skillset. Career path Enrolling on this course can lead you to the following career paths: Store Manager Fashion Merchandiser Retail Buyer Retail Store Manager Retail Merchandiser Marketing Executive Campaign Manager Promotional Officer And many more! Certificates CPD Accredited Certificate Digital certificate - £10 Diploma in Merchandising at QLS Level 5 Hard copy certificate - £119 After successfully completing the Diploma in Merchandising at QLS Level 5 course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 119 GBP inside the UK 129 GBP (including postal fees) for international delivery CPD Accredited Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)

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Overview Are you considering the thrilling leap into digital entrepreneurship? Embarking on the journey of 'Starting an Online Business' can appear complex, but with the right guide, your voyage can be smoother than you ever imagined. Our comprehensive course delves deep into the essentials of creating a thriving digital empire, right from selling books to affiliate marketing. Whether you're inclined towards curating enlightening online courses, venturing into e-commerce, or providing valuable coaching services, this course becomes your compass, directing you through the treacherous waters of the digital market. By engaging yourself in these modules, you'll uncover the secrets of launching and sustaining a prosperous online business, transforming your entrepreneurial dreams into tangible reality. Learning Outcomes Understand the intricacies of successfully selling books online. Design and market impactful online courses. Establish and manage a dynamic e-commerce or merchandise platform. Implement strategies for effective coaching services online. Navigate the vast realm of freelancing, sourcing clients and managing projects. Master the techniques of affiliate marketing for revenue generation. Integrate and adapt various business models to optimise online presence and profitability. Why buy this Starting an Online Business course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Starting an Online Business there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this Starting an Online Business course for? This course is ideal for Aspiring digital entrepreneurs looking to chart a course in the online marketplace. Established business owners keen on expanding their operations online. Digital marketers aiming to refine and diversify their skill set. Coaches, mentors, and trainers wishing to extend their reach in the digital sphere. Writers and content creators aiming to monetise their talents online. Prerequisites This Starting an Online Business does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Starting an Online Business was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Online Book Seller: Average salary range in the UK: £20,000 - £35,000 Per Annum. Online Course Developer: Average salary range in the UK: £25,000 - £50,000 Per Annum. E-commerce Specialist: Average salary range in the UK: £28,000 - £55,000 Per Annum. Digital Coaching Consultant: Average salary range in the UK: £30,000 - £60,000 Per Annum. Freelance Digital Services Provider: Average salary range in the UK: £20,000 - £70,000 (varies based on expertise and niche) Per Annum. Affiliate Marketer: Average salary range in the UK: £18,000 - £60,000 Per Annum.   Course Curriculum Module 01: Selling Books Selling Books 00:04:00 Benefits of Becoming an Author 00:03:00 How to Get Your Book Published Part 1 00:04:00 How to Get Your Book Published part 2 00:04:00 Ways to Promote Your Book 00:03:00 What You Should Know About Publishing a Book 00:05:00 Module 02: Writing Online Courses Writing Online Courses 00:03:00 Reasons to Write E-Learning Courses 00:04:00 Why E-Learning Courses Are More Effective 00:03:00 Do's and Don't of Writing an E-Learning Course for Greater Impact 00:03:00 Reasons for Companies to Offer E-Learning to Their Employees 00:04:00 Ways to Market Your E-Learning Courses 00:03:00 Module 03: E-Commerce/Merchandise E-Commerce/Merchandise 00:04:00 Reasons to Start an E-Commerce Store 00:04:00 Products You Can Sell in an E-Commerce Store 00:04:00 Marketing Your E-Commerce Store 00:04:00 Payment Methods for Your E-Commerce Store 00:04:00 Attracting Customers to Your E-Commerce Business 00:04:00 Module 04: Offering Coaching Services Offering Coaching Services 00:03:00 Types of Coaching Services You Can Offer 00:04:00 Styles of Coaching 00:04:00 Difference between Coaching and Mentoring 00:04:00 Attracting Clients to Your Coaching Business 00:05:00 How to Market Your Coaching Business 00:04:00 Module 05: Freelancing Services Freelancing Services 00:03:00 Set your own hours 00:03:00 Freelance Writer 00:04:00 Ways to Promote Your Freelancing Services? 00:03:00 Places to Promote Your Freelancing Services 00:04:00 Ways to Take Payment for Your Services 00:03:00 Module 06: Affiliate Marketing Affiliate Marketing 00:04:00 Why Choose Affiliate Marketing 00:04:00 Benefits of Affiliate Marketing 00:04:00 Why Use Affiliate Marketing? 00:03:00 Choosing the Right Affiliate Program for You 00:03:00 How to Market Your Affiliate Products and Services? 00:05:00 Module 07: Conclusion Review of Course 00:05:00 Assignment Assignment - Starting an Online Business 00:00:00

The Public Administration Mini Bundle pulls together the essentials behind well-oiled governance—without overcomplicating things. From administrative structure to business law and economics, this bundle addresses the mechanics of organised systems and the rules that hold them together. With modules in HR and compliance-related topics, it's a solid foundation for understanding workplace conduct, policy, and financial context. If you’re the kind of person who keeps forms filed alphabetically and policies highlighted for fun—well, this might be dangerously enjoyable. ✅ Learning Outcomes Develop strong administrative techniques for structured office operations. Understand how business law supports public and internal governance. Learn basic economics relevant to public service decisions. Explore HR responsibilities including communication and team conduct. Recognise organisational processes for maintaining ethical boundaries. Navigate documents and workflows using admin best practices. ✅ Who is this Course For Admin staff in government or public-facing organisations. HR professionals exploring regulatory or administrative structures. Entry-level civil service applicants needing foundational knowledge. Assistants supporting compliance or workplace governance policies. Office managers involved in public service departments. Students interested in law, economics or organisational functions. Clerical workers involved in public documentation and reporting. Team leads managing basic workplace structures and workflow. ✅ Career Path Administrative Officer – £26,000 average UK salary HR Assistant – £25,500 average UK salary Public Sector Administrator – £28,000 average UK salary Compliance Support Officer – £30,000 average UK salary Legal Administrative Assistant – £27,000 average UK salary Government Operations Clerk – £25,500 average UK salary

The Energy Management Mini Bundle offers a smart mix of technical systems and regulatory awareness. From heating and ventilation to gas operations and renewable alternatives, this bundle gives you insight into how modern energy setups are structured—and kept safe. With modules on PUWER (Provision and Use of Work Equipment Regulations) and basic electrical engineering, it supports those managing energy equipment or supporting technical environments. Whether you're looking at solar or sockets, this course keeps the voltage under control and the learning consistent. ✅ Learning Outcomes Understand core systems used in renewable energy installations. Learn basic concepts in domestic and trade-level gas engineering. Explore HVAC components and general maintenance structures. Gain clarity on PUWER guidelines and equipment responsibilities. Identify common electrical functions within energy-based systems. Navigate energy-related processes in regulated environments. ✅ Who is this Course For Learners interested in energy systems and technical frameworks. Staff working near gas or electrical installations and equipment. HVAC support workers seeking system knowledge and basics. Admins assisting in energy compliance or risk documentation. Junior engineers involved in gas, HVAC, or renewables. Facilities staff maintaining heating, gas or ventilation areas. Safety personnel working around equipment-based operations. Energy consultants building familiarity with infrastructure systems. ✅ Career Path Energy Support Technician – £30,000 average UK salary HVAC Assistant – £28,000 average UK salary Junior Gas Engineer – £32,000 average UK salary Electrical Systems Assistant – £29,500 average UK salary PUWER Compliance Clerk – £27,500 average UK salary Renewable Energy Trainee – £31,000 average UK salary

Excellent course to become a great quality manager! Gain insights on Understanding Lean, the Five Principles of Lean, and an Overview of Six Sigma.

This unique Facilities Management offers a thorough introduction to one of the world's most in-demand specialized professions. Learn about the operations and goals of facilities management at an advanced level, gaining the skills and information you will need to pursue a fulfilling career for the rest of your life. The course content teaches numerous interconnected disciplines that create facilities management, with no prior knowledge or expertise required. This course ensures that an organization has the resources and infrastructure to fulfil its tasks successfully and efficiently, both in the public and private sectors. The Facilities Manager is in charge of everything from building maintenance and renovations to contract management, security, and sustainability. Management : Facilities Management is a dynamic and demanding field, which can also be quite rewarding for successful candidates. To operate as a successful organization, a business model requires effective facilities management. By taking this Facilities Management course and taking the required measures, you can gain the skills needed to manage a high-performing facility. Learning Outcomes After completing this course, you will be able to: Learn everything there is to know about facility management. Establish the significance of facility management. Investigate facility management strategies. Create a long-term project planning strategy. Learn how to manage space and services. Learn the fundamentals of risk management, change management, and human resource management. Recognize the UK's facilities management rules and regulations. Why Choose Level 7 Diploma in Management : Facilities Management Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. This Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. ***Courses are included in this bundle Course Course 01: Management : Facilities Management Course 02: Workplace Stress Management Course 03: Anger Management ***Other Benefits of this Course 3 PDF Certificate Free Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam Expert Tutor Support [ Note: Free PDF certificate as soon as completing the course ] ***Management : Facilities Management*** Detailed course curriculum of the Management : Facilities Management Course: Module 01: Introduction to Facilities Management The Origins of Facilities Management (FM) Definitions of Facilities Management Functions of Facilities Managers The Facility Management Life Cycle Module 02: Developing a Strategy for Facilities Management Introduction Developing a Facilities Management Strategy Strategic Analysis of Facilities Requirements Developing Solutions Strategy Implementation Module 03: Facilities Planning Real Estate Management Space Management Design Briefing Post-occupancy Evaluations Real Estate Options Totally Serviced Workplaces Module 04: Managing Office WorkSpace Introduction Space and Service Management Design of the Workplace Workspace Remodelling to Optimise Performance Workplace Effectiveness Workplace Security Power Security Module 05: Vendor Management & Outsourcing Service Providers and Suppliers Types of Relationship What Kind of Relationship is Needed? Contractual Arrangements and Partnering Gain-sharing Continual Improvement Module 06: Managing Change Change in an Organisational Setting Communicating Change Responsibilities of Those Managing Change Resolving cultural Conflict Module 07: Managing Human Resources Appropriate Management Structure Employment Obligations Functions, Job Descriptions and Skills Performance Appraisal Module 08: Managing Risk Definition of Risk Types of Risks Impact of Risk on Organisation Principles and Aims of Risk Management Risk Management Standards Risk Control Techniques Module 09: Facilities Management Service Providers Preliminary Approach Managing Agent Managing Contractor Managed Budget Total Facilities Management Determining the Best Approach Module 10: Managing Specialist Services ICT Services Health Care Services Security and Protection Services Custodial Services Professional Services Risks, Insurance and Indemnities Module 11: Public-Private Partnerships and Facilities Management Public-private Partnerships (PPPs) Procurement and Contractual Approach Main types of Service Provided Payment Mechanisms Facilities Management and Private Sector Participation Relevance and Benefits of Private Investment and Partnership Problems with Private Investment and Partnership Module 12: Health, Safety, Environment and UK Law Sustainability and Environmental Issues Relevant Legislation General Policy Corporate Social Responsibility Organisation and Administration Workers' Rights Disability Discrimination Safety Rules and Practice ------------------------- ***Workplace Stress Management*** Module 01: Workplace Stress Module 02: Rational and Irrational Beliefs Module 03: The ABC Framework of REBT Module 04: Cognitive Therapy (CT) Module 05: Cognitive Behavioural Therapy (CBT) in the Workplace Module 06: Conclusion ------------------------- ***Anger Management*** Module 01: Introduction to Anger Module 02: The Process in Anger Module 03: Effect of Anger on Our Thinking Module 04: How to Manage Anger Assessment Method After completing each module of the Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for this course, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? Management : Facilities Management This course is perfect for - Students Fresh graduates Job Seekers Anyone interested in business analysis People who are already employed in related fields and wish to improve their knowledge and abilities. Requirements Management : Facilities Management Students who intend to enrol in this course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path Management : Facilities Management The course could prove instrumental in taking your career to the next level. Typical job titles and roles that fall within the field of FM include the following: Asset Manager Assistant Property Manager Construction Manager Director, Physical Plant Developer Energy Manager Certificates Certificate of completion Digital certificate - Included

Prepare for diverse healthcare roles with our diploma bundle. Includes Nursing Assistant, Phlebotomy Technician, Clinical Observation, and Medical Administration training. Ideal for those seeking careers in healthcare and medical support.

Register on the Virtual Assistant today and build the experience, skills and knowledge you need to enhance your expert 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 an e-certificate as proof of your course completion. The Virtual Assistant 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 Virtual Assistant Receive a e-certificate upon successful completion of the course Get taught by experienced, expert 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 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 £59. 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 free of cost. 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. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring expert. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain an expert lesson to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Virtual Assistant, 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 Module 1: Introduction to Virtual Assistant Introduction to Virtual Assistant 00:10:00 Module 2: Different Types of Virtual Assistants Different Types of Virtual Assistants 00:14:00 Module 3: Be a Virtual Assistant Be a Virtual Assistant 00:08:00 Module 4: Must-Have Skills for Virtual Assistants Must-Have Skills for Virtual Assistants 00:12:00 Module 5:Essential Tools for a Virtual Assistant Essential Tools for a Virtual Assistant 00:09:00 Module 6: Finding Your Niche Finding Your Niche 00:08:00 Module 7: Get Hired for VA Jobs Get Hired for VA Jobs 00:12:00 Module 8: How to Set VA Business How to Set VA Business 00:17:00 Module 9: Admin Support- a Vital Part of VA Admin Support- a Vital Part of VA 00:08:00 Module 10: How to Manage Clients How to Manage Clients 00:06:00 Module 11: Working with a Virtual Team Working with a Virtual Team 00:08:00 Module 12: Data Security Measures Data Security Measures 00:08:00 Assignment Assignment - Virtual Assistant 2 days, 10 hours 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.

Are you ready to be at the helm, steering the ship into a realm where data is the new gold? In the infinite world of data, where information spirals at breakneck speed, lies a universe rich in potential and discovery: the domain of Data Science and Visualisation. This 'Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3' course unravels the wonders of extracting meaningful insights using Python, the worldwide leading language of data experts. Harnessing the strength of Python, you'll delve deep into data analysis, experience the finesse of visualisation tools, and master the art of Machine Learning. The need to understand, interpret, and act on this data has become paramount, with vast amounts of data increasing the digital sphere. Envision a canvas where raw numbers are transformed into visually compelling stories, and machine learning models foretell future trends. This course provides a meticulous pathway for anyone eager to learn the data representation paradigms backed by Python's robust libraries. Dive into a curriculum rich with analytical explorations, visual artistry, and machine learning predictions. Learning Outcomes Understanding the foundations and functionalities of Python, focusing on its application in data science. Applying various Python libraries like NumPy and Pandas for effective data analysis. Demonstrating proficiency in creating detailed visual narratives using tools like matplotlib, Seaborn, and Plotly. Implementing Machine Learning algorithms in Python using scikit-learn, ranging from regression models to clustering techniques. Designing and executing a holistic data analysis and visualisation project, encapsulating all learned techniques. Exploring advanced topics, encompassing recommender systems and natural language processing with Python. Attaining the confidence to independently analyse complex data sets and translate them into actionable insights.   Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Science-and-Visualisation-with-Machine-Learning.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 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. Who is this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 course for? Aspiring data scientists aiming to harness the power of Python. Researchers keen to enrich their analytical and visualisation skills. Analysts aiming to add machine learning to their toolkit. Developers striving to integrate data analytics into applications. Business professionals desiring data-driven decision-making capabilities. Career path Data Scientist: £55,000 - £85,000 Per Annum Machine Learning Engineer: £60,000 - £90,000 Per Annum Data Analyst: £30,000 - £50,000 Per Annum Data Visualisation Specialist: £45,000 - £70,000 Per Annum Natural Language Processing Specialist: £65,000 - £95,000 Per Annum Business Intelligence Developer: £40,000 - £65,000 Per Annum Prerequisites This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 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. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 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 Essentials 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 Python for Data Analysis using NumPy 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 Python for Data Analysis using Pandas 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 Python for Data Visualization using matplotlib 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 Python for Data Visualization using Seaborn 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 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks 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) 00:37:00 Capstone Project - Python for Data Analysis & Visualization 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 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model 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 Python for Machine Learning - scikit-learn - Logistic Regression Model 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 Python for Machine Learning - scikit-learn - K Nearest Neighbors 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 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests 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 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) 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 Python for Machine Learning - scikit-learn - K Means Clustering 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 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) 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 Recommender Systems with Python - (Additional Topic) 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 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) 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 Resources Resources - Data Science and Visualisation with Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00