18656 Disc courses in Liverpool delivered Online

Learning Outcomes Learn how to set up the clients and customers in the system Update your knowledge of the nominal ledgers for sales, purchases, and other accounts. Understand more about process data, financial transactions, bills, and credit notes Learn the process of how to construct management reports Deepen your knowledge of how to compute payroll and taxes, and create cash flow statements Equip yourself with the skills of a sage 50 account and launch a career in the accounting fields Sage 50 Accounts Description Do you want to monitor and forecast stocks accurately? Do you want to manage your company’s finance, create professional-looking invoices or want to submit VAT returns online? Each of these tasks can be done by sage 50 accounting software. So, get the expertise in Sage 50 accounts from our exclusive Sage 50 Accounts course and flourish in your career. We designed this course to give you an overview of Sage 50 with some top-notch modules to clear your concept. From this course, you can learn the fundamentals of Sage 50 accounts as well as the nominal ledgers for sales, and purchases. Along with that, it will discuss data processes, financial transactions, bills, credit notes and many more. After the end of studying this course, you will be able to manage and create financial statements as well. Therefore, if you want to build your expertise in Sage 50 then join this course and acquire each detail from this course. In addition, you will also get a QLS- endorsed certificate of achievement, which will both enhance your confidence and the value of your resume. Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Upon successful completion of the final assessment, you will be eligible to apply for the Quality Licence Scheme Endorsed Certificate of achievement. This certificate will be delivered to your doorstep through the post for £99. An extra £10 postage charge will be required for students leaving overseas.  CPD Accredited Certificate After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment You need to attend an assessment right after the completion of this course to evaluate your progression. It will be an online assessment with multiple choice questions. For passing the assessment you need to score at least 60%. After submitting your assessment, you will get the results instantly.  Career path The pertinent skills that you gain after completing this course will open up various career opportunities for you in the following areas: Bookkeeper Accountant Executive Financial Assistant Accounting Clerk Finance Administrator Course Contents Sage 50 Accounts – Coursebook Introduction and TASK 1 TASK 2 Setting up the System TASK 3 a Setting up Customers and Suppliers TASK 3 b Creating Projects TASK 3 c Supplier Invoice and Credit Note TASK 3 d Customer Invoice and Credit Note TASK 4 Fixed Assets TASK 5 a and b Bank Payment and Transfer TASK 5 c and d Supplier and Customer Payments and DD STO TASK 6 Petty Cash TASK 7 a Bank Reconnciliation Current Account TASK 7 b Bank Reconciliation Petty Cash TASK 7 c Reconciliation of Credit Card Account TASK 8 Aged Reports TASK 9 a Payroll 9 b Payroll Journal TASK 10 Value Added Tax – Vat Return Task 11 Entering opening balances on Sage 50 TASK 12 a Year end journals – Depre journal TASK 12 b Prepayment and Deferred Income Journals TASK 13 a Budget TASK 13 b Intro to Cash flow and Sage Report Design

Guide children’s behaviour with positive techniques in our Children's Social Behaviour Training course.

Unlock your screenwriting potential with our Online Screenwriting for Film & Television (UK) course. Learn essential techniques, understand industry standards, and enhance your scriptwriting skills. Perfect for aspiring and experienced screenwriters alike. Get CPD accredited and boost your career in the UK film and TV industry.

Master essential and advanced video editing techniques with our comprehensive Video Editing Tips & Tricks course. Learn to cut, sequence, and polish raw footage, apply creative effects, and enhance your editing skills. Ideal for beginners and experienced editors alike, this course prepares you for diverse career paths in video editing and multimedia production. Enroll today to start creating professional-quality videos!

This course reveals the secrets to making your business viral and employing the power of social media to grow your business as well as your career. From a thorough introduction of social media, auditing social media to setting goals and selecting the right platforms, creating the social media policy, you will gain relevant knowledge, skills and competencies needed to excel at social media marketing. This comprehensive course also provides invaluable insights into integrating marketing strategies, developing compelling content, and understanding the most popular platforms that have high potential to get you better results faster and quicker. In just 9 Hours 40 Minutes you will: Develop a great grounding and skillset to enter into the world of social media Discover how Social Media Marketing works and why people use it Learn to connect with people through social media and grow your visibility Successfully build a social media strategy for your business Experience the broad scope of social media Develop a foolproof social media marketing campaign Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £99. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate of Achievement from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment In order to ensure the Quality Licensing scheme endorsed and CPD acknowledged certificate, learners need to score at least 60% pass marks on the assessment process. After submitting assignments, our expert tutors will evaluate the assignments and give feedback based on the performance. After passing the assessment, one can apply for a certificate. Who is this course for? Social Media Marketing Strategy is suitable for anyone who want to gain extensive knowledge, potential experience and expert skills in the related field. This course is designed by industry experts so you don't have to worry about the quality. Most importantly, this course does not require any experience or lesson to get enrolled. You will learn everything that is required from this course directly. This is a great opportunity for all students from any academic backgrounds to learn more on this subject. This lesson is ideal for: Social Media Specialists Digital Marketers Sales Managers Public Relations Managers Office Managers Small Business Owners Course Content The Rise of Social Media Marketing and Social Media 00:25:00 The Growth of Social Media 00:10:00 Conducting Market Analysis Conducting Market Analysis 00:16:00 Auditing Social Media Auditing Social Media 00:26:00 Setting Goals and Selecting Platforms Corporate Culture and Social Media 00:12:00 Social Media Goals vs. Business Goals 00:10:00 Types of Social Media Platforms 00:08:00 Creating the Social Media Policy The Social Media Policy 00:40:00 Creative Commons 00:21:00 Integrating Marketing Strategies Brand Marketing 00:27:00 Keyword Selection 00:17:00 Developing Effective Content Content Marketing on Social Media 00:26:00 Content Development 00:23:00 Understanding the Popular Platforms Understanding the Popular Platforms 03:35:00 Launching Successful Campaigns Traditional Website Advertising 00:37:00 Social Media Documentation and Schedules 00:29:00 Project Management Software 00:39:00 Assignment Assignment - Social Media Marketing Strategy 2 weeks, 1 day Order Your Certificate Order your Certificate QLS 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Gestalt therapy is a method of psychotherapy that helps you to focus on the present and realise what is really happening in your life right now, rather than only emphasising on past experiences. Instead of simply talking about past conditions, gestalt therapy encourages you to experience them through re-enactment. Janets introduces the gestalt therapy training course for anyone aspiring to or already working in this sector. It's also for anyone who is already working in this field and looking to brush up their knowledge and boost their career with a recognised certification. After taking the course, you'll have the skills and knowledge to perform effectively in this profession. Moreover, you will be introduced to Gestalt Therapy theory, including various techniques and beliefs of Gestalt. You will learn to use this therapy in sessions in the most effective manner, with practical guidance. This online Gestalt training course comprises 31 units that you can complete within 4 hours. Moreover, it is accompanied by instructional videos, practical illustrations, how-to instructions and advice. Also, you'll have 1-year access to this course that enables you to study at your speed from any corner of your choice. Why Choose this Course? Upon successful completion of this gestalt therapy course, you'll be able to:  Achieve certification (e-certificate upon successful completion) Get access to educational modules instructed by the experts Schedule a flexible study time, learn at your own pace, using your preferred device (computer, tablet, mobile, etc.) Receive instant feedback through mock tests and multiple-choice assessments Contact 24/7 help desk available via our email and live chat teams Find Teacher Support during weekdays Ascertain gestalt therapy principles and exercises Learn the gestalt therapy techniques Course Design The gestalt therapy training is delivered through our e-learning platform and accessible with any internet-connected device like computer, laptop, or smartphone. No formal deadlines or teaching schedules are included, ensuring a flexible study plan.  The experts will teach you via the following: Video tutoring Online study supplies Mock tests Multiple-choice evaluation Certification After completing the gestalt therapy training course successfully, you'll get an e-certificate. But, if you desire a print copy of the certificate, we can send it to you by post. For this, you will need to pay a minute amount of additional cost, which is £9.99 and PDF Certificate is available at £4.99. Who is this course for? Anyone wanting to gain comprehensive knowledge and inherent experience in this industry are suitable for this level 2 course. Therefore, no additional qualification is compulsory for the course. Besides, professionals from this field have designed this course that ensures its high quality. This makes the course an excellent opportunity for all enthusiasts from any backgrounds to attain in-depth knowledge of this profession. Course Content Introduction About the Instructor FREE 00:03:00 About the Course 00:05:00 What is Psychotherapy 00:10:00 Introduction to Gestalt Therapy What is Gestalt Therapy 00:09:00 The origins of Gestalt Approach 00:12:00 Psychoanalysis & Gestalt approach 00:09:00 Forms of Psychotherapy 00:11:00 Therapeutic Relationship in Gestalt therapy 00:11:00 Philosophy and Principles in Gestalt Therapy The 'Self' in Gestalt therapy 00:09:00 Gestalt 'Present' Awareness 00:10:00 The concept of 'Respect' 00:06:00 The concept of 'Social Responsibility' 00:07:00 The Concept of 'Relationship' in Gestalt 00:08:00 Phenomenological Method 00:06:00 The Essence & Principles Dialogical Relationship 00:06:00 Field Theoretical strategies 00:07:00 Experimental Freedom 00:06:00 The Theory of Change 00:09:00 The concept of 'Mindfulness' 00:11:00 Gestalt Therapy Techniques Exercise and Experiments 00:05:00 The Empty Chair Technique 00:09:00 Discussing 'dreams' (Dream Work) 00:10:00 Exaggeration & Repetition 00:05:00 Guided Imagery and Fantasy 00:11:00 Suppressive Techniques 00:09:00 Working with 'Unfinished Business' 00:09:00 Forms & Methods of Therapy Working with Couples 00:00:00 Working with Groups 00:00:00 Pros & Cons of Gestalt Therapy The Strengths of Gestalt approach 00:00:00 Critiques & Limitations 00:00:00 Thank You and Good Bye! 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 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.

Course Overview Learn the Latest Skills | Acknowledged by CPD & QLS | Acknowledged Certificate | MCQ Based Exam & Tutor Support | Interactive Video Training  Even while there are millions of people who aspire to start a new life abroad, the vast majority of them will never realize their ambitions. Taking a TEFL (TESOL) Course is a terrific way to get started on the path to a new life of living and working abroad if you want to be one of those people who make it happen. Through this course, you will acquire the fundamental abilities required to train as an English language teacher. This involves a critical comprehension of the grammar and structure of the English language as well as a variety of classroom management abilities and language teaching methodologies. What Will You Learn? Gain the fundamental knowledge of the principles of teaching English as a foreign language Discover a wide range of approaches and methods for teaching foreign students Develop the practical skills to deliver engaging, informative and inclusive lessons Explore the role and responsibilities of a TESOL teacher & understand the challenges teacher and students may face Receive an internationally acknowledged teacher education lesson on successful course completion Learn effective methods for teaching the four language skills: reading, writing, speaking and listening Understand the basics of classroom management to create dynamic lesson plans Get expert career guidance and understand your job opportunities & requirements for teaching roles What classes are included in this package? Earn a digital certificate upon successful completion There are no set schedules, so you can work at your own pace. Our email and live chat specialists are available to assist you 24 hours a day, 7 days a week. On weekdays, you'll have access to a full-time tutor. Learn in a user-friendly, cutting-edge online learning environment. High-quality e-learning study materials Benefit from instant feedback through mock exams and multiple-choice assessments Who Should Take This Course? You will learn everything that is needed regarding Teaching English as a Foreign Language. This is an excellent opportunity for anyone from any academic background to learn more and advance their learning, launch a new career or reinvigorate an existing one. Career Path Training offered by the TEFL (TESOL) Course could potentially benefit a range of roles, but would particularly enhance careers in: Teacher Consultancy Life Coach Career Counsellor Other Administrative Roles Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessments Assignment Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £99. Please note that overseas students may be charged an additional £10 for postage. 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 On successful completion of the TEFL (TESOL) Course, you will be required to sit an online multiple-choice assessment. You will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for a Quality Licence Scheme endorsed certificate of achievement. The assessment will be evaluated automatically and the results will be given to you immediately. Course Content Module 01: Introduction to English Language Teaching & Learning Module 02: Linguistics Module 03: English Pronunciation Module 04: Teaching Grammar and Vocabulary Module 05: Language Teaching Methodologies Module 06: Teaching Receptive Skills: Reading Module 07: Teaching Productive Skills: Writing Module 08: Teaching Receptive Skills: Listening Module 09: Teaching Productive Skills: Speaking Module 10: Lesson Planning and Creating Materials Module 11: Use of Games and Activities Module 12: Technology in Second Language Teaching & Learning Module 13: Classroom Management and Student Motivation Module 14: Teaching English: Situational Approach Module 15: Professional Development and Employment

Course Overview Learn the Latest Skills | Acknowledged by CPD & QLS | MCQ Based Exam & Tutor Support | Interactive Video Training  The Physiotherapy Training Course covers all the essentials of physical therapy as a form of body therapy. You will develop key competencies in physiotherapy, including musculoskeletal therapy, alternative therapy techniques like massage or exercise, and treatments for motor neuron diseases (MND). In addition to the medical background of conditions like osteoporosis, motor neuron disease, and other harm to the neuromuscular system, this Physiotherapy Training Course covers all of the essential techniques of the profession, including the use of aromatherapy, hydrotherapy, TENS machines, and therapeutic ultrasound. Please note that this physiotherapy course does not entitle you to join the HCPC register or acknowledged physiotherapist. This course will not make you a physiotherapist but you will come across all the basic guidelines of physiotherapy to boost and shine your knowledge in this particular field. What Will You Learn? Introduction to Physiotherapy Learn about the various types of physiotherapy In-depth knowledge of injury prevention, back pain, and hydrotherapy Discover the types of therapy techniques and treatment methods How to be a physiotherapist What classes are included in this package? Earn a digital certificate upon successful completion There are no set schedules, so you can work at your own pace. Our email and live chat specialists are available to assist you 24 hours a day, 7 days a week. On weekdays, you'll have access to a full-time tutor. Learn in a user-friendly, cutting-edge online learning environment. High-quality e-learning study materials Benefit from instant feedback through mock exams and multiple-choice assessments Who Should Take This Course? The Physiotherapy Training Course is suitable for anyone who wants to gain extensive knowledge, potential experience, and expert skills in the related field. This is a great opportunity for all students from any academic background to learn more about this subject. Career Path Training offered by the Physiotherapy Training Course could potentially benefit a range of roles, but would particularly enhance careers in: Physiotherapist Occupational Therapist Health Nutritionist Physical Therapist Sports Physio Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessments Assignment Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £99. Please note that overseas students may be charged an additional £10 for postage. 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 On successful completion of the Physiotherapy Training Course, you will be required to sit an online multiple-choice assessment. You will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for a Quality Licence Scheme endorsed certificate of achievement. The assessment will be evaluated automatically and the results will be given to you immediately. Retake fee If you do not pass the exam first time, you can purchase the Retake Exam for £1.99 and try again.

Accounting has various sectors. But have you ever thought of yourself as a Tax Accountant? If not, then start thinking about it now. You will be amazed when you hear the salary of a Tax Accountant, they typically get an amount of £55,000 - £75,000 per annum in the UK. However, tax accountants require excellent knowledge about their fields and quality skills. To help you acquire this knowledge, we carefully formulated this Tax Accounting course to demonstrate to you the tax system in the UK. In this course you will learn about the value tax, capital gain tax, corporation tax, inheritance tax and many more. Alongside that, it will discuss double-entry accounting, financial analysis and accounting management. These skills of taxation will help you fulfil your work efficiently. Furthermore, with the progression of studying this course, you will gain expertise in submitting a self-assessment tax return.  Thus, if you are keen to learn and advance your career, then sign up for this course right now. After completing the course, you will get a CPD- certificate of achievement, which will boost your employability. Join now! Learning Outcomes Get acquainted with the tax system and administration in the UK Know more about how to submit a self-assessment tax return Deepen your understanding of the fundamentals and advanced level of income tax Acquire detailed knowledge about value tax, capital gain tax, corporation tax, inheritance tax and many more Understand what double-entry accounting is Learn about the career opportunities as a Tax Accountant in the UK Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Upon successful completion of the final assessment, you will be eligible to apply for the Quality Licence Scheme Endorsed Certificate of Achievement. This certificate will be delivered to your doorstep through the post for £99. An extra £10 postage charge will be required for students leaving overseas.  CPD Accredited Certificate After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment At the end of the course, there will be a final assessment. A set of questions will be provided, and you can complete these questions according to your convenient time. After you submit the assignment, our expert team will evaluate them and provide constructive feedback. Career path This course both enhances your skills and prepares you for future opportunities. Some of them are given in the down below: Tax Accountant Tax Administrator Tax Assistant Manager Tax Associate Auditor

Overview of Data Science & Machine Learning with Python Join our Data Science & Machine Learning with Python course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Data Science & Machine Learning with Python course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Data Science & Machine Learning with Python course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Data Science & Machine Learning with Python Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Data Science & Machine Learning with Python. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Data Science & Machine Learning with Python course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Data Science & Machine Learning with Python is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Data Science & Machine Learning with Python course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Data Science & Machine Learning with Python Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:04:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using NumPy 00:04:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:06:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Data Science & Machine Learning with Python 00:00:00