1156 Harness courses in Liverpool delivered On Demand

🚀 Unlock the Power of Facebook Ads for Unstoppable Marketing Success! 🎯 Are you ready to take your marketing strategies to the next level and harness the immense potential of Facebook Ads? Look no further! Introducing our comprehensive online course: 'Utilize Facebook Ads for Marketing Mastery.'   🔥 Why Choose This Course? With over 2.8 billion active users, Facebook offers an unparalleled platform for reaching your target audience. This course is your definitive guide to leveraging Facebook Ads effectively, whether you're a novice or an experienced marketer looking to refine your skills.   💡 What You'll Learn: ✅ Step-by-step guidance on setting up and optimizing Facebook Ad campaigns. ✅ Strategies to identify and target your ideal audience for maximum engagement and conversions. ✅ Advanced tactics to create compelling ad creatives that captivate and convert. ✅ Techniques to analyze metrics and fine-tune your ads for exceptional ROI. ✅ Proven methods to scale your campaigns and skyrocket your business growth.   🎓 Course Highlights: 🚀 Expert-led modules designed for all levels of expertise. 📈 Real-world case studies and practical examples for hands-on learning. 💬 Interactive Q&A sessions to address your specific queries. 🔑 Insider tips and industry secrets shared by seasoned marketing professionals. 🏆 Certification upon completion to showcase your expertise.   🌟 Join thousands of successful marketers who have transformed their businesses using our actionable strategies and unparalleled insights. 📢 Limited Time Offer: Enroll now to secure your spot and embark on your journey toward mastering Facebook Ads for unparalleled marketing success! 👉 Don't miss out! Seize this opportunity to dominate the digital landscape with targeted, high-converting Facebook Ads. Enroll today and watch your business soar to new heights! [Enroll Now Button] 🌐 Visit our website for more information and testimonials from our thriving community of successful marketers. Let's elevate your marketing game together!   Course Curriculum Module 1-Thank You For Enrolling! How Is The Class Setup For Your Maximum Return Thank You For Enrolling! How Is The Class Setup For Your Maximum Return 00:00 Module 2-Best Facebook Marketing Strategy For 2017 Best Facebook Marketing Strategy For 2017 00:00 Module 3-Best Easy Facebook Marketing Strategy For 2017 Best Easy Facebook Marketing Strategy For 2017 00:00 Module 4-Best Facebook Messaging Strategy For 2017 Best Facebook Messaging Strategy For 2017 00:00 module 5-Within 5 Minutes, Positive Replies Come Back Within 5 Minutes, Positive Replies Come Back 00:00 Module 6-The Best Facebook Marketing Happens With My Profile The Best Facebook Marketing Happens With My Profile 00:00 Module 7-Facebook Groups Are Powerful For Networking And Learning Facebook Groups Are Powerful For Networking And Learning 00:00 Module 8-What Works Best For Marketing With Facebook Pages What Works Best For Marketing With Facebook Pages 00:00 Module 9-Facebook Page Insights Tutorial Facebook Page Insights Tutorial 00:00 Module 10-Facebook Page Post Creation Tutorial Facebook Page Post Creation Tutorial 00:00 Module 11-Facebook Page Profile Picture And Cover Photo Creation Facebook Page Profile Picture And Cover Photo Creation 00:00 Module 12-Facebook Page Profile Picture And Cover Photo Creation Facebook Page Profile Picture And Cover Photo Creation 00:00 Module 13-Start Learning About Facebook Ads Here Start Learning About Facebook Ads Here 00:00 Module 14-The Best Facebook Ad I Ever Created On 10,000 Tested The Best Facebook Ad I Ever Created On 10,000 Tested 00:00 Module 15-Scaling Up The Best Facebook Ad I Ever Created Scaling Up The Best Facebook Ad I Ever Created 00:00 Module 16-How I Analyze And Improve My Ads Over Time How I Analyze And Improve My Ads Over Time 00:00 Module 17-Getting A Facebook Ad Mainstream And Expanding Targeting Getting A Facebook Ad Mainstream And Expanding Targeting 00:00 Module 18-Making An Ideal Offer For Facebook Ads Making An Ideal Offer For Facebook Ads 00:00 Module 19-Facebook Ads Tutorial From August 2016 Facebook Ads Tutorial From August 2016 00:00 Module 20-Facebook Ads Power Editor Tutorial Draft Lesson 00:00 Module-21 Boosting A Post With A Page Post Engagement Ad Boosting A Post With A Page Post Engagement Ad 00:00 Module 22-Why I Took A Month Off Of Advertising On Facebook Why I Took A Month Off Of Advertising On Facebook 00:00 Module 23-The Benefits Of Taking A Break From Facebook Ads The Benefits Of Taking A Break From Facebook Ads 00:00 Module 24-The Best I Can Do Is Make A Business I Would Enjoy Working With As A Customer The Best I Can Do Is Make A Business I Would Enjoy Working With As A Customer 00:00 Module 25-7.2 Million Views On My Most Viral Video On Facebook 7.2 Million Views On My Most Viral Video On Facebook 00:00 Module 26-Give And Take On Facebook Give And Take On Facebook 00:00 Module 27-Live Questions And Answers About Facebook, Youtube, And Working Online Live Questions And Answers About Facebook, Youtube, And Working Online 00:00 Module 28-Start Listening To My Facebook Marketing And Advertising Audio Lectures Here Start Listening To My Facebook Marketing And Advertising Audio Lectures Here 00:00 Module 29-Starting With Why! Starting With Why! 00:00 Module 30-Understand How You Act As A User And You Will See What You Can Do As A Giver! Understand How You Act As A User And You Will See What You Can Do As A Giver! 00:00 Module-31 All Feedback Received Is Helpful! All Feedback Received Is Helpful! 00:00 Module 32-What Works On You Might Work On Others! What Works On You Might Work On Others! 00:00 Module 33-What Is Working The Very Best Today For Me On Facebook What Is Working The Very Best Today For Me On Facebook 00:00 Module 34-Lipstick On A Pig! Lipstick On A Pig! 00:00 Module 35-Case Study With A Shop Owner Case Study With A Shop Owner 00:00 Module 36-What Is The Most Powerful Way To Use Facebook For Getting Organic Reach What Is The Most Powerful Way To Use Facebook For Getting Organic Reach 00:00 Module 37-Video Is The Most Powerful Form Of Communication Online Today Video Is The Most Powerful Form Of Communication Online Today 00:00 Module 38-How To Make Magnificent Videos On Facebook! How To Make Magnificent Videos On Facebook! 00:00 Module 39-The Power Of Producing Videos Daily! The Power Of Producing Videos Daily! 00:00 Module 40-How Easy Is It To Start Making Videos On Facebook How Easy Is It To Start Making Videos On Facebook 00:00 Module 41-Branding On Facebook Branding On Facebook 00:00 Home 42-The Importance Of Knowing Exactly Who The Potential Client Is The Importance Of Knowing Exactly Who The Potential Client Is 00:00 Module 43-Personal Facebook Profiles Have Amazing Power! Personal Facebook Profiles Have Amazing Power! 00:00 Module 44-My Personal Profile Helped Me Start And Grow My Business First My Personal Profile Helped Me Start And Grow My Business First 00:00 Module 45-Working At The Right Pace Working At The Right Pace 00:00 M0dule 46-How To Know If I Am Working On The Right Pace! How To Know If I Am Working On The Right Pace! 00:00 Module 47-Facebook Groups Are The Easiest Way To Reach The Newsfeed Facebook Groups Are The Easiest Way To Reach The Newsfeed 00:00 Module 48-Facebook Groups Help Make Personal Connections And Are Great For Learning! Facebook Groups Help Make Personal Connections And Are Great For Learning! 00:00 Module 49-Facebook Pages And Advertising Explained Facebook Pages And Advertising Explained 00:00 Module 50-Your First Facebook Page Likes Should Be Friends And Family Your First Facebook Page Likes Should Be Friends And Family 00:00 Module 51-My Ideal Facebook Marketing And Advertising Strategy My Ideal Facebook Marketing And Advertising Strategy 00:00 Module 52-Daily Progress Rather Than Perfection! Daily Progress Rather Than Perfection! 00:00 Module 53-Alternatives To Making Videos Alternatives To Making Videos 00:00 Module 54-The Best Tips And Tricks I Know For Facebook The Best Tips And Tricks I Know For Facebook 00:00

This course is designed for beginners and covers a wide range of topics including syntax, data structures, modules, and advanced techniques such as testing and memory allocations. It also includes real-life problem-solving exercises to ensure hands-on learning. Gain efficient programming skills and be proficient in Rust with this course.

Life’s full of curveballs, and let’s be honest — sometimes even the best of us feel like we’re winging it. The Empowered Self-Preparation Course is your friendly nudge in the right direction, offering thoughtful guidance to help you feel more prepared, more focused, and just that little bit more ready to handle whatever comes your way. This isn’t about being perfect — it’s about being a bit more you, but with a plan. Whether you’re sorting through personal goals or simply want to be more organised with your time and thoughts, this course provides straightforward support, helpful insights, and plenty of "why didn’t I think of that?" moments. It’s designed to fit around real life — with no awkward lectures or tedious fluff. Just smart advice, solid tools, and that slightly smug feeling of knowing you’re a step ahead for once. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum Module 01: Introduction to Self-Preparation Module 02: Self-Awareness and Personal Development Module 03: Time Management and Productivity Module 04: Motivation and Self-Discipline Module 05: Building Resilience and Managing Challenges Module 06: Personal Growth and Continuous Learning Learning Outcomes: Enhance self-awareness for improved decision-making. Master time management techniques for increased productivity. Cultivate self-discipline and sustainable motivation. Develop resilience to navigate life's obstacles with ease. Foster continuous learning to stay relevant and adaptable. Empower your personal growth journey towards self-preparation. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certificate After completing this course, you will get a FREE Digital Certificate from Training Express. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals seeking personal development and self-improvement. Students looking to boost their academic performance. Professionals striving for career advancement. Entrepreneurs aiming for business success. Stay-at-home parents pursuing personal goals. Anyone committed to becoming the best version of themselves. Young adults preparing for life's challenges. Retirees interested in ongoing personal growth. Career path Life Coach Personal Development Consultant Academic Advisor Business Coach Career Counsellor Training Coordinator Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Excel isn’t just about cells and charts—it’s where numbers tell stories. This Excel Data Analysis (Microsoft Office) Course is designed for those who want to make sense of spreadsheets without staring blankly at endless rows. Whether you’re handling budgets, forecasts, or good old-fashioned reports, you’ll explore Excel’s powerful tools that help turn raw data into clear insights. VLOOKUPs, pivot tables, conditional formatting—yes, the good stuff is all here, and it’s less scary than it sounds. No fluff, just focused learning. This course cuts straight to what matters: using Excel as a decision-making companion. From sorting data like a spreadsheet whisperer to creating charts that even your boss might understand, the content is structured to be logical, easy to follow, and surprisingly enjoyable. Whether you’re in finance, admin, marketing, or somewhere in between, this is for anyone who’s had a spreadsheet say, “figure me out,” and needed the right nudge in the right direction. Learning Outcomes: Trace formulas and use Excel's Scenario Manager and Goal Seek Use Solver and Data Tables to analyse data Utilise Data Analysis Tools to draw insights from data sets Create forecasts with Excel's Forecast Sheet Understand popular formulas like Sumif, Countif, and If Apply advanced formula techniques like And, Or, and Nested If. Course Curriculum: Excel Data Analysis for Beginner Tracing Formulas Using the Scenario Manager Goal Seek Solver Data Tables Data Analysis Tools Forecast Sheet Sumif, Countif, Averageif, Sumifs, and Countifs formulas If, And, Or, and Nested If formulas How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The course is ideal for highly motivated individuals or teams who want to enhance their professional skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Data Analyst - £30,000 to £45,000 Financial Analyst - £35,000 to £55,000 Marketing Analyst - £25,000 to £40,000 Business Intelligence Analyst - £35,000 to £60,000 Sales Analyst - £25,000 to £40,000 Project Coordinator - £25,000 to £35,000 Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

Accounting is at the heart of every successful business, and understanding its fundamentals is key to making informed financial decisions. The Introduction to Accounting Fundamentals Course offers a clear and accessible pathway into the world of accounting, perfect for those who want to build a strong foundation in financial management. By grasping core principles like double-entry bookkeeping, financial statements, and cost analysis, this course will give you a solid understanding of how businesses track and manage their financial transactions. Whether you're looking to work in accounting or simply want to improve your financial literacy, this course offers valuable insights into the basic concepts of the field. It’s ideal for beginners and those who wish to refresh their knowledge, giving you the confidence to understand the financial workings behind everyday business operations. With clear explanations and engaging content, you’ll quickly become familiar with the essential terminology and processes. A great first step for anyone seeking to navigate the world of business finance with ease and assurance. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum Module 01: Introduction to Accounting Module 02: Who are Accountants? Module 03: The Accounting System Module 04: What are Financial Statements? Module 05: Introduction to Financial Statement Analysis Module 06: Budgeting and Its Importance Module 07: Financial Markets and Bonds Module 08: Dealing with Financial Risk Management Module 09: Investment Management and Analysis Module 10: Auditing and Risk of Frauds Learning Outcomes: Analyse financial statements proficiently. Grasp the intricacies of financial risk management. Demonstrate competence in investment analysis. Navigate the dynamics of financial markets and bonds. Develop budgeting skills for effective financial management. Gain insights into auditing and the prevention of frauds. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certificate After completing this course, you will get a FREE Digital Certificate from Training Express. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Recent graduates with a finance-related degree. Professionals seeking to enhance financial knowledge. Individuals aspiring to enter the finance sector. Accounting enthusiasts eager to deepen their understanding. Business students looking to master financial analysis. Career changers aiming for roles in financial management. Entrepreneurs wanting to manage their business finances effectively. Anyone keen on understanding the complexities of accounting. Career path Financial Analyst Audit Associate Investment Analyst Budget Analyst Risk Management Officer Finance Manager Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Unlock your path to career success with our comprehensive 'Job Search Skills for Career Success' course. Master CV crafting, job search strategies, LinkedIn leverage, effective applications, interview preparation, and negotiation techniques tailored for the dynamic UK job market. Elevate your professional journey with expert guidance and personalized insights. Start your success story today!

Cold Water Therapy is a transformative approach to enhancing both mental and physical well-being. This course is designed to guide you through the fundamentals and advanced techniques of cold exposure, enabling you to harness its many benefits. Whether you are looking to boost your immune system, reduce stress, or improve circulation, this course provides a structured framework for understanding the science behind cold water immersion and how it can elevate your overall health. With an accessible, step-by-step approach, you'll be well-equipped to incorporate cold therapy into your lifestyle. Delve deep into the practices that have been used for centuries to promote recovery, increase energy, and foster a sense of clarity. This course ensures you gain a comprehensive understanding of cold water immersion, without the need for physical attendance. Learn how to safely and effectively apply cold exposure, all from the comfort of your own environment. With practical insights and expert advice, this course ensures you can confidently integrate cold water therapy into your daily routine, reaping the full spectrum of its health-enhancing benefits Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum Module 01: Introduction to Cold Water Therapy Module 02: The Science Behind Cold Water Therapy Module 03: Safety Precautions and Best Practices Module 04: Techniques and Preparing for Cold Water Therapy Module 05: Applications of Cold Water Therapy Module 06: Mental and Emotional Benefits of Cold Water Therapy Module 07: Integration of Cold Water Therapy into a Wellness Routine Learning Outcomes: Understand the science underpinning cold water therapy. Demonstrate safe practices for engaging in cold water exposure. Develop proficiency in cold water immersion techniques. Explore diverse applications of cold water therapy. Recognize the mental and emotional advantages of this practice. Integrate cold water therapy into a comprehensive wellness regimen. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certificate After completing this course, you will get a FREE Digital Certificate from Training Express. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Wellness enthusiasts seeking alternative health practices. Athletes and fitness aficionados looking to enhance recovery. Individuals interested in natural stress reduction techniques. Health professionals wanting to broaden their knowledge. Those curious about the ancient art of cold water therapy. Anyone aiming to improve their overall well-being. Career path Spa Therapist Fitness Instructor Holistic Wellness Coach Physical Therapist Lifestyle Consultant Health and Wellness Writer Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Discover Microsoft Fabric's architecture, master Data Engineering with OneLake and Spark, and elevate your skills in data warehousing and real-time processing. Compare SQL and KQL for better insights, and improve storytelling using Power BI. Finally, you will end with practical data science techniques and data management methods.

Perseverance is the quiet force behind every success story, the steadfast companion that sees us through setbacks and moments of doubt. This course delves into the nature of perseverance, exploring how a determined mindset can shape outcomes and open doors that once seemed firmly shut. It’s about nurturing resilience, sustaining motivation, and maintaining focus over time — not just fleeting bursts of enthusiasm. Whether you’re seeking personal growth or professional advancement, understanding perseverance’s role can make all the difference. Through insightful lessons and thought-provoking reflections, The Power of Perseverance offers a fresh perspective on how consistent effort and patience fuel achievement. You’ll uncover strategies to manage challenges without losing momentum and learn how to cultivate the mental stamina necessary for long-term goals. This course is designed to inspire you to keep moving forward, even when the path gets tricky — all delivered in a style that respects your intelligence while gently nudging you towards your potential. Learning Outcomes Cultivate a persistent mindset to overcome challenges. Stay focused on your goals, and don't give up. Discover your true potential by refusing to quit. Find the inner strength to pursue your dreams. Learn to bounce back from setbacks and failures. Develop resilience and maintain motivation. Course Curriculum: Lesson 01: Developing a Don't Quit Mentality Lesson 02: Eyes on the Vision, Don't Relent Lesson 03: Find Out How Far You Can Go By Refusing To Quit Lesson 04: Finding Strength To Go After Your Dreams Lesson 05: Bouncing Back After a Setback How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The course is ideal for highly motivated individuals or teams who want to enhance their professional skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Completing course can open doors to many career paths. Here are a few examples: Life Coach - £25,000 to £75,000 per year. Sales Manager - £30,000 to £80,000 per year. Project Manager - £35,000 to £70,000 per year. Public Speaker - £20,000 to £100,000 per year. Entrepreneur - Salary varies based on the business's success. Writer - Salary varies based on experience and the type of writing. Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

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