694 Courses

Unlock the power of data with our "Creating Compelling Data Visualisations" course. From mastering the fundamentals of data analytics and statistics to leveraging cutting-edge tools and techniques, each module is designed to transform raw information into impactful visual stories. Gain the skills to captivate your audience and drive data-driven decisions with clarity and precision. Enrol now and become a master of data visualisation! Learning Outcomes: Acquire a comprehensive understanding of data analytics and its role in decision-making. Develop proficiency in using statistical techniques to analyse and interpret data accurately. Master the process of gathering and organising data efficiently for optimal analysis. Utilise Excel as a powerful tool for data manipulation and analysis. Explore various tools and technologies employed in data analytics. Cultivate a data-analytic mindset to identify actionable insights from complex data sets. Create visually compelling data visualisations that effectively communicate insights and facilitate data-driven decision-making. In today's data-driven world, the ability to transform raw information into meaningful insights is a crucial skill for professionals across industries. Introducing our comprehensive course on "Creating Compelling Data Visualisations," designed to equip you with the knowledge and techniques to excel in the realm of data analytics. Through a series of immersive modules, you'll delve into the fascinating world of data, exploring its intricacies, gathering the right information, and storing it efficiently. Dive deep into statistical analysis, mastering the art of drawing insights from complex datasets with precision and accuracy. Discover the power of Excel as a robust tool for data manipulation and analysis. Unleash your creativity as you learn to transform raw data into captivating visual stories. Explore a range of data visualisation tools and techniques, uncovering the best practices to effectively communicate insights to diverse audiences. Develop a data-analytic mindset, sharpening your ability to identify actionable insights and make data-driven decisions that propel your organisation forward. Certification Upon completion of the course, learners can obtain a certificate as proof of their achievement. You can receive a £4.99 PDF Certificate sent via email, a £9.99 Printed Hardcopy Certificate for delivery in the UK, or a £19.99 Printed Hardcopy Certificate for international delivery. Each option depends on individual preferences and locations. CPD 15 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is particularly useful for: Professionals seeking to enhance their data analysis skills. Aspiring data analysts and researchers. Managers and decision-makers who need to interpret and communicate data effectively. Students and graduates looking to boost their employability in the data-driven job market. Career path Data Analyst: £25,000 - £50,000 per year Business Intelligence Analyst: £30,000 - £60,000 per year Data Visualization Specialist: £35,000 - £70,000 per year Data Scientist: £40,000 - £80,000 per year Market Research Analyst: £25,000 - £45,000 per year Financial Analyst: £30,000 - £60,000 per year Note: Salary ranges can vary based on factors such as experience, qualification, and industry.

Are you ready to embark on an enlightening journey of wisdom with the Data Science bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - Data Science with Python. Delve into eight immersive CPD Accredited courses, each a standalone course: Python from Scratch Quick Data Science Approach from Scratch Python Data Science with Numpy, Pandas and Matplotlib Complete Python Machine Learning & Data Science Fundamentals SQL for Data Science, Data Analytics and Data Visualization Data Science & Machine Learning with R from A-Z Statistics & Probability for Data Science & Machine Learning R Programming for Data Science Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Data Science with Python bundle illuminate your path to wisdom. The Data Science with Python bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Data Science with Python package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Data Science bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the Data Science with Python community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Data Science bundle. Establish robust bases across each course nestled within the Data Science bundle. Decipher intricate concepts through the articulate content of the Data Science bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the Data Science bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Data Science bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Data Science bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Data Science bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Data Science bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Data Science journey and let knowledge guide you towards a brighter future. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Career path Armed with the Data Science bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the Data Science bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99

A workshop for 19-29 years olds living in West Sussex who do not have their level 4 or higher maths GCSE (or equivalent). Learn how to look for jobs in your chosen sector. Find out some top tips to create an eye-catching CV and make your job application standout to prospective employers.

A workshop for 19-29 years olds living in West Sussex who do not have their level 4 or higher maths GCSE (or equivalent). Become more confident using maths to help with everyday spending.

A workshop for 19-29 years olds living in West Sussex who do not have their level 4 or higher maths GCSE (or equivalent). Learn how to plan a budget for your weekly or monthly income.

A workshop for 19-29 years olds living in West Sussex who do not have their level 4 or higher maths GCSE (or equivalent). Learn how to maximise your heard earned money with money saving tips.

Elevate your communication skills with our Functional Skills English Level 3 course. Ideal for those looking to improve their proficiency in reading, writing, and speaking.

Overview Whether you want to work in a school or a multinational organisation, basic English skills are a must. Without a solid grasp of functional English, from communication to reporting, you will struggle at every stage of the way. So, before it's too late, start working on your English with our Functional Skills English course. In this valuable course, you will get an overview of the key elements and rules of the English language. The course will help you improve your grammar and punctuation knowledge. In addition, you will receive detailed lessons on English speaking. Then, the course will teach you report and composition writing strategies.  When you complete the course, you will receive a recognised certificate of achievement. This certificate will prove your expertise in this area and boost your employability. Join today! Course Preview Learning Outcomes Learn the core principles of English sentence structure Enhance your understanding of grammar, punctuation and spelling Develop your English speaking skills Grasp the strategies of excellent composition writing Build your expertise in report writing Why Take This Course From John Academy? Affordable, well-structured and high-quality e-learning study materials Engaging tutorial videos, materials from the industry-leading experts Opportunity to study in a user-friendly, advanced online learning platform Efficient exam systems for the assessment and instant result Earn UK & internationally recognised accredited qualification Easily access the course content on mobile, tablet, or desktop from anywhere, anytime Excellent career advancement opportunities Get 24/7 student support via email. What Skills Will You Learn from This Course? Speaking Composition Writing Report writing Who Should Take This Functional Skills English Course? Whether you're an existing practitioner or an aspiring professional, this course is an ideal opportunity. It will elevate your expertise and boost your CV with key skills and a recognised qualification attesting to your knowledge. Are There Any Entry Requirements? This Functional Skills English course is available to all learners of all academic backgrounds. But learners should be aged 16 or over to undertake the qualification. And a good understanding of the English language, numeracy, and ICT will be helpful. Certificate of Achievement After completing this course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates & Transcripts can be obtained either in Hardcopy at £14.99 or in PDF format at £11.99. Career Path​ This exclusive Functional Skills English course will equip you with effective skills and abilities and help you explore career paths such as  English Teacher Online Tutor Teaching Assistant Module 1: Reading Reading 00:17:00 Module 2: Writing Writing 00:16:00 Module 3: Speaking Speaking 00:22:00 Module 4: Grammar, Spelling and Punctuation Grammar, Spelling and Punctuation 00:23:00 Module 5: Sentence Structure Sentence Structure 00:11:00 Module 6: Composition Writing Composition Writing 00:12:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Starting the journey on the 'Functional Skills IT/ICT Level 2' course unlocks a world of digital prowess, essential in today's tech-driven era. Learners will explore the essentials of system hardware, understand the nuances of operating systems, and gain crucial insights into data storage and sharing. Moreover, the curriculum extends to practical skills in setting up and configuring both PCs and mobile devices, ensuring a well-rounded understanding of modern technology. As the course progresses, students will delve into the complexities of network and internet connectivity, IT security, and efficient computer maintenance. The final stages of the course focus on specialised areas like troubleshooting, database understanding, and software development, equipping learners with the knowledge to excel in the evolving tech landscape. Learning Outcomes: Acquire comprehensive knowledge of computer usage, system hardware, and peripherals. Master skills in configuring and managing PCs and mobile devices. Develop proficiency in data storage, file management, and application software usage. Gain expertise in network connectivity, IT security, and computer maintenance. Understand database systems and acquire skills in software development and implementation. Why buy this Functional Skills IT 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 Functional Skills IT/ ICT Level 2 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 Functional Skills IT course for? Individuals seeking foundational and advanced Functional IT skills. Aspiring IT professionals aiming to broaden their technical knowledge. Students pursuing a career in the information technology sector. Employees looking to enhance their IT competencies in the workplace. Entrepreneurs need technical skills for business management. Prerequisites This Functional Skills IT/ ICT Level 2 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Functional Skills IT/ ICT Level 2 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 IT Support Specialist: £20,000 - £30,000 per annum Network Administrator: £25,000 - £35,000 per annum Database Manager: £30,000 - £45,000 per annum Software Developer: £25,000 - £50,000 per annum Systems Analyst: £35,000 - £55,000 per annum Cybersecurity Analyst: £30,000 - £60,000 per annum Course Curriculum Section 01: How People Use Computers The Case for Computer Literacy 00:03:00 Features Common to Every Computing Device 00:02:00 Common General-Purpose Computing Devices 00:02:00 Networks of Computing Devices 00:04:00 Remotely-Accessed Computer Systems 00:04:00 Specialized Computer Systems 00:02:00 Specialty I/O Devices 00:01:00 Section 02: System Hardware CPUs 00:03:00 Passive and Active Cooling 00:03:00 RAM and Active Memory 00:05:00 Motherboards 00:03:00 Power Supplies 00:03:00 AMA - Ask Me Anything about System Hardware 00:07:00 Section 03: Device Ports and Peripherals Ports and Connectors 00:03:00 General Use I/O Devices 00:03:00 AMA - Ask Me Anything about I/O, Ports and Peripherals 00:07:00 Section 04: Data Storage and Sharing Basics of Binary 00:04:00 Storage Technologies 00:04:00 Mass Storage Variation 00:03:00 AMA - Ask Me Anything about Data Storage and Sharing 00:07:00 Section 05: Understanding Operating Systems Operating System Functions 00:04:00 Operating System Interfaces 00:05:00 AMA - Ask Me Anything about Understanding OS's 00:05:00 Section 06: Setting Up and Configuring a PC Preparing the Work Area 00:02:00 Setting up a Desktop PC 00:01:00 Completing PC Setup 00:04:00 AMA - Ask Me Anything about Setting up and Configuring a PC 00:09:00 Section 07: Setting Up and Configuring a Mobile Device Personalizing a Tablet 00:08:00 AMA - Ask Me Anything about Mobile Devices Part 1 00:07:00 AMA - Ask Me Anything about Mobile Devices Part 2 00:07:00 Section 08: Managing Files File Management Tools 00:02:00 File Manipulation 00:06:00 Backups 00:03:00 AMA - Ask Me Anything about Managing Files 00:08:00 Section 09: Using and Managing Application Software Walking Survey of Applications 00:03:00 Managing Applications 00:03:00 Applications and Extensions 00:04:00 AMA - Ask Me Anything about Working with Applications 00:07:00 Section 10: Configuring Network and Internet Connectivity Wi-Fi Setup 00:06:00 Going High Speed 00:03:00 Setting Up and Sharing Printers 00:05:00 AMA - Ask Me Anything about Networks and Internet Connectivity Part 1 00:07:00 AMA - Ask Me Anything about Networks and Internet Connectivity Part 2 00:05:00 Section 11: IT Security Threat Mitigation Physical Security 00:05:00 Password Management 00:03:00 Clickworthy 00:03:00 Perils of Public Internet 00:02:00 AMA - Ask Me Anything about IT Threat Mitigation Part 1 00:07:00 AMA - Ask Me Anything about IT Threat Mitigation Part 2 00:08:00 Section 12: Computer Maintenance and Management Power Management 00:02:00 Cleaning and Maintaining Computers 00:02:00 Trash it or Stash it? 00:02:00 AMA - Ask Me Anything about Computer Maintenance and Management 00:11:00 Section 13: IT Troubleshooting Troubleshooting 101 00:03:00 AMA - Ask Me Anything about Troubleshooting Computers Part 1 00:10:00 AMA - Ask Me Anything about Troubleshooting Computers Part 2 00:11:00 Section 14: Understanding Databases Introduction to Databases 00:06:00 Database Details 00:06:00 AMA - Ask Me Anything about Databases 00:06:00 Section 15: Developing and Implementing Software Introduction to Programming 00:04:00 Programming with a PBJ Sandwich 00:08:00 AMA - Ask Me Anything about Databases 00:06:00

Do you want to master the essential mathematical skills for data science and machine learning? Do you want to learn how to apply statistics and probability to real-world problems and scenarios? If yes, then this course is for you! In this course, you will learn the advanced concepts and techniques of statistics and probability that are widely used in data science and machine learning. You will learn how to describe and analyse data using descriptive statistics, distributions, and probability theory. You will also learn how to perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data. You will gain hands-on experience with practical exercises and projects using Python and R. Learning Outcomes By the end of this course, you will be able to: Apply descriptive statistics, distributions, and probability theory to summarise and visualise data Perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data Use Python and R to implement statistical and machine learning methods Interpret and communicate the results of your analysis using appropriate metrics and visualisations Solve real-world problems and scenarios using statistics and probability Why choose this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course for? This course is for anyone who wants to learn the advanced concepts and techniques of statistics and probability for data science and machine learning. This course is suitable for: Data scientists, machine learning engineers, and analysts who want to enhance their skills and knowledge Students and researchers who want to learn the mathematical foundations of data science and machine learning Professionals and managers who want to understand and apply data-driven decision making Hobbyists and enthusiasts who want to explore and learn from data Anyone who loves statistics and probability and wants to challenge themselves Career path Data Scientist (£35,000 - £55,000) Machine Learning Engineer (£40,000 - £60,000) Statistician (£35,000 - £55,000) Data Analyst (£40,000 - £60,000) Business Intelligence Analyst (£45,000 - £65,000) Senior Data Analyst (£50,000 - £70,000) Prerequisites This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 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 £135 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 Section 01: Let's get started Welcome! 00:02:00 What will you learn in this course? 00:06:00 How can you get the most out of it? 00:06:00 Section 02: Descriptive statistics Intro 00:03:00 Mean 00:06:00 Median 00:05:00 Mode 00:04:00 Mean or Median? 00:08:00 Skewness 00:08:00 Practice: Skewness 00:01:00 Solution: Skewness 00:03:00 Range & IQR 00:10:00 Sample vs. Population 00:05:00 Variance & Standard deviation 00:11:00 Impact of Scaling & Shifting 00:19:00 Statistical moments 00:06:00 Section 03: Distributions What is a distribution? 00:10:00 Normal distribution 00:09:00 Z-Scores 00:13:00 Practice: Normal distribution 00:04:00 Solution: Normal distribution 00:07:00 Section 04: Probability theory Intro 00:01:00 Probability Basics 00:10:00 Calculating simple Probabilities 00:05:00 Practice: Simple Probabilities 00:01:00 Quick solution: Simple Probabilities 00:01:00 Detailed solution: Simple Probabilities 00:06:00 Rule of addition 00:13:00 Practice: Rule of addition 00:02:00 Quick solution: Rule of addition 00:01:00 Detailed solution: Rule of addition 00:07:00 Rule of multiplication 00:11:00 Practice: Rule of multiplication 00:01:00 Solution: Rule of multiplication 00:03:00 Bayes Theorem 00:10:00 Bayes Theorem - Practical example 00:07:00 Expected value 00:11:00 Practice: Expected value 00:01:00 Solution: Expected value 00:03:00 Law of Large Numbers 00:08:00 Central Limit Theorem - Theory 00:10:00 Central Limit Theorem - Intuition 00:08:00 Central Limit Theorem - Challenge 00:11:00 Central Limit Theorem - Exercise 00:02:00 Central Limit Theorem - Solution 00:14:00 Binomial distribution 00:16:00 Poisson distribution 00:17:00 Real life problems 00:15:00 Section 05: Hypothesis testing Intro 00:01:00 What is a hypothesis? 00:19:00 Significance level and p-value 00:06:00 Type I and Type II errors 00:05:00 Confidence intervals and margin of error 00:15:00 Excursion: Calculating sample size & power 00:11:00 Performing the hypothesis test 00:20:00 Practice: Hypothesis test 00:01:00 Solution: Hypothesis test 00:06:00 T-test and t-distribution 00:13:00 Proportion testing 00:10:00 Important p-z pairs 00:08:00 Section 06: Regressions Intro 00:02:00 Linear Regression 00:11:00 Correlation coefficient 00:10:00 Practice: Correlation 00:02:00 Solution: Correlation 00:08:00 Practice: Linear Regression 00:01:00 Solution: Linear Regression 00:07:00 Residual, MSE & MAE 00:08:00 Practice: MSE & MAE 00:01:00 Solution: MSE & MAE 00:03:00 Coefficient of determination 00:12:00 Root Mean Square Error 00:06:00 Practice: RMSE 00:01:00 Solution: RMSE 00:02:00 Section 07: Advanced regression & machine learning algorithms Multiple Linear Regression 00:16:00 Overfitting 00:05:00 Polynomial Regression 00:13:00 Logistic Regression 00:09:00 Decision Trees 00:21:00 Regression Trees 00:14:00 Random Forests 00:13:00 Dealing with missing data 00:10:00 Section 08: ANOVA (Analysis of Variance) ANOVA - Basics & Assumptions 00:06:00 One-way ANOVA 00:12:00 F-Distribution 00:10:00 Two-way ANOVA - Sum of Squares 00:16:00 Two-way ANOVA - F-ratio & conclusions 00:11:00 Section 09: Wrap up Wrap up 00:01:00 Assignment Assignment - Statistics & Probability for Data Science & Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00