39800 Learning courses in Nottingham delivered On Demand

This webinar explores the depths of the revolutionary idea of trusting your child, rumoured to be the hardest aspect of unschooling, but also the change that could dramatically improve the dynamics in your home and your child's learning capabilities.

Description: Performance management is the management that focuses on promoting and improving employee's effectiveness. It is important to know about performance management since this skill will help in assessing the performance of each worker and how productive they are. It is very important to analyze their performance to know which workers has been improving and contributing to the success or downfall of the business. Through this course, you will learn the necessary skills and knowledge on performance management. You will be given tips and advice on how to manage your department or business to help you in improving yours and the employee's performance. Who is the course for? Professionals who want to learn to assess performance in their organization. People who are interested in learning about performance management. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Advanced Diploma in Performance Management is a useful qualification to possess and would be beneficial for the following careers: Businessmen Business Development Officer Marketing Manager Performance Analyst Sales Specialist Strategist. Managing Performance Module One - Getting Started 00:30:00 Module Two - The Basics (I) 01:00:00 Module Three - The Basics (II) 01:00:00 Module Four - Goal Setting 01:00:00 Module Five - Establishing Performance Goals 01:00:00 Module Six - 360 Degree Feedback 01:00:00 Module Seven - Competency Assessments 01:00:00 Module Eight - Kolb's Learning Cycle 01:00:00 Module Nine - Motivation 01:00:00 Module Ten - The Performance Journal 01:00:00 Module Eleven - Creating a Performance Plan 01:00:00 Module Twelve - Wrapping Up 01:00:00 Activities 00:00:00 Employee Recognition Module One - Getting Started 00:30:00 Module Two - The Many Types of Incentive 01:00:00 Module Three - Designing Employee Recognition Programs 01:00:00 Module Four - How To Get The Buzz Out 01:00:00 Module Five - It Starts From The Top! 01:00:00 Module Six - Creating a Culture of Recognition 01:00:00 Module Seven - The Best Things In Life Are Free! 01:00:00 Module Eight - A Small Gesture Goes A Long Way 01:00:00 Module Nine - Pulling Out The Red Carpets 01:00:00 Module Ten - The Don'ts of Employee Recognition 01:00:00 Module Eleven - Maintaining Employee Recognition Programs 01:00:00 Module Twelve - Wrapping Up 00:30:00 Employee Recognition Training Course- Activities 00:00:00 Mock Exam Mock Exam- Advanced Diploma in Performance Management and Employee Recognition 00:30:00 Final Exam Final Exam- Advanced Diploma in Performance Management and Employee Recognition 00:30:00

Get ready for an exceptional online learning experience with the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor is a dynamic package, blending the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor package has something for everyone. As part of the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This Bundle Comprises the Following CPD Accredited Courses: Introduction to VAT Tax Accounting Diploma Internal Audit Skills Diploma Business Accounting Training Bookkeeping & Accounting Payroll Management Course Corporate Finance Commercial law Business Law Financial Statements Fraud Detection Training Finance Principles Financial Reporting Debt Management - Online Course Hacked Credit and Debit Card Recovery Course Document Control Career Development Plan Fundamentals CV Writing and Job Searching Learn to Level Up Your Leadership Networking Skills for Personal Success Ace Your Presentations: Public Speaking Masterclass Learning Outcome: Gain comprehensive insights into multiple fields. Foster critical thinking and problem-solving skills across various disciplines. Understand industry trends and best practices through the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor Bundle. Develop practical skills applicable to real-world situations. Enhance personal and professional growth with the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor. Build a strong knowledge base in your chosen course via the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor. Benefit from the flexibility and convenience of online learning. With the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor package, validate your learning with a CPD certificate. Each course in this bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor, a rich anthology of 15 diverse courses. Each course in the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisVAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor bundle offers you the flexibility and convenience to learn at your own pace. Make the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor package your trusted companion in your lifelong learning journey. CPD 200 CPD hours / points Accredited by The CPD Certification Service Who is this course for? The VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor bundle is perfect for: Lifelong learners looking to expand their knowledge and skills. Professionals seeking to enhance their career with CPD certification. Individuals wanting to explore new fields and disciplines. Anyone who values flexible, self-paced learning from the comfort of home. Career path Unleash your potential with the VAT, TAX, Accounting, Bookkeeping, Financial Analysis & Internal Auditor bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the VAT, TAX, & Accounting bundle package. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

Register on the Using LinkedIn as Business Tool today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get an e-certificate as proof of your course completion. The Using LinkedIn as Business Tool is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Using LinkedIn as Business Tool Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Using LinkedIn as Business Tool, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16.  Course Content Module 01: Introduction Course Introduction 00:02:00 Why business professionals should use LinkedIn as a business tool 00:07:00 Introduction of your Instructor 00:01:00 Module 02: The top 6 Areas of LinkedIn Top 6 Areas of LinkedIn 00:02:00 LinkedIn Profile Best Practices 00:03:00 LinkedIn Network Best Practices 00:03:00 Building a Professional Reputation using LinkedIn. 00:02:00 LinkedIn Search Tools 00:01:00 LinkedIn Company Page Basics 00:02:00 LinkedIn Group basics 00:02:00 Summary Review of the Top 6 Areas of LinkedIn. 00:02:00 Module 03: Business Processes of Using LinkedIn as a Business Tool LinkedIn Profile Business Process 00:04:00 LinkedIn Networking Business Process 00:03:00 LinkedIn Reputation Business Process 00:03:00 Prospecting using LinkedIn Business Process 00:03:00 Module 04: Closing Remarks Practice & Work the Process 00:03:00 Closing Remarks 00:02:00 LinkedIn Updates 00:14:00 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.

This course aims to provide learners with a comprehensive understanding of employee rewards and reward systems, and their role in promoting workplace fulfillment. By the end of this course, learners will be able to understand the concept of employee rewards and the different types of rewards available, including healthcare-specific systems. Learn about the different components of pay and how they can be used to motivate and reward employees. Develop skills in identifying development needs for healthcare employees and designing effective employee reward and recognition programs. Gain an understanding of the factors that influence employee remuneration, and how job evaluation processes can be used to evaluate and manage pay scales. After the successful completion of the course, you will be able to learn about the following, The Concept of Employee Rewards and Reward System. Objectives and Types of Types of Reward Systems. Types of Healthcare Reward Systems. Four Pillars of Workplace Fulfilment. Concept of Job Evaluation. Methods and Process of Job Evaluation. Concept of Employee Remuneration. Factors Influencing Employee Remuneration. Factors Influencing Healthcare Employee Remuneration. Components of Identifying Development Needs of The Healthcare Employees. This course aims to provide learners with a comprehensive understanding of employee rewards and reward systems. By the end of this course, learners will be able to understand the different types of rewards and reward systems available, including those specific to healthcare organizations. Develop skills in job evaluation and identify the factors that influence employee remuneration. Learn about the different components of pay and how they can be used to motivate and reward employees. Gain insight into identifying the development needs of healthcare employees and designing effective employee reward and recognition programs to promote workplace fulfilment. This course aims to provide learners with a comprehensive understanding of employee rewards and reward systems, and their role in promoting workplace fulfillment. By the end of this course, learners will be able to understand the concept of employee rewards and the different types of rewards available, including healthcare-specific systems. Learn about the different components of pay and how they can be used to motivate and reward employees. Develop skills in identifying development needs for healthcare employees and designing effective employee reward and recognition programs. Gain an understanding of the factors that influence employee remuneration, and how job evaluation processes can be used to evaluate and manage pay scales. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Reward Management in Health and Social Care - N Self-paced pre-recorded learning content on this topic. Reward Management in Health and Social Care Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. Compensation and Benefits Manager Human Resources Manager Payroll Specialist Total Rewards Manager Employee Benefits Coordinator Talent Management Specialist Performance and Rewards Analyst Remuneration Specialist Employee Relations Consultant Healthcare Rewards Program Manager Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

Gain the solid skills and knowledge to kickstart a successful career and learn from the experts with this

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Give a compliment to your career and take it to the next level. This Ladder Safety: Ensuring Safe and Proper Use of Ladders will provide you with the essential knowledge and skills required to shine in your professional career. Whether you want to develop skills for your next job or want to elevate skills for your next promotion, this Ladder Safety: Ensuring Safe and Proper Use of Ladders will help you keep ahead of the pack. The Ladder Safety: Ensuring Safe and Proper Use of Ladders incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can reinforce your professional skills and knowledge, reaching out to the level of expertise required for your position. Further, this Ladder Safety: Ensuring Safe and Proper Use of Ladders will add extra value to your resume to stand out to potential employers. Throughout the programme, it stresses how to improve your competency as a person in your profession while at the same time it outlines essential career insights in this job sector. Consequently, you'll strengthen your knowledge and skills; on the other hand, see a clearer picture of your career growth in future. By the end of the Ladder Safety: Ensuring Safe and Proper Use of Ladders, you can equip yourself with the essentials to keep you afloat into the competition. Along with thiscourse, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. What other courses are included with this Ladder Safety: Ensuring Safe and Proper Use of Ladders? Course 1: Fall Prevention During Working at Height Course 2: Manual Handling Level 2 Course 3: LOLER Training Course 4: DSEAR Training Course 5: Handyperson Course 6: Pain Management Course 7: Workplace Safety Course Course 8: Infection Prevention Training Course 9: First Aid Training Course 10: Complete Communication Skills Master Class for Life As one of the top course providers in the UK, we're committed to providing you with the best educational experience possible. Our industry experts have designed the Ladder Safety: Ensuring Safe and Proper Use of Ladders to empower you to learn all at once with accuracy. You can take the course at your own pace - anytime, from anywhere. So, enrol now to advance your career! Benefits you'll get choosing Apex Learning for this Ladder Safety: Ensuring Safe and Proper Use of Ladders: One payment, but lifetime access to 11 CPD courses Certificate, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. Curriculum: Course 1: Ladder Safety Module 01: Introduction to Ladder Safety Module 02: Ladder Classifications and Uses Module 03: Pre-use Safety Inspections and Risk Assessment Module 04: Setting Up and Safe Use of Ladders Module 05: Placement Considerations and Securing a Ladder Course 2: Fall Prevention During Working at Height Module 01: Introduction, Regulations and Duties Module 02: Risk Assessment and Prevention Module 03: Work at Height Equipment Course 3: Manual Handling Level 2 Introduction, Legislation and Guidance Manual Handling Hazards and Injuries Manual Handling Risk Assessments Controlling and Reducing the Risks Safe Lifting Techniques Course 4: LOLER Training Module 01: Introduction to LOLER Module 02: Part 01 - Selecting Lifting Equipment and Accessories Module 03: Part 02 - Selecting Lifting Equipment and Accessories Module 04: Planning the Lifting Operation Module 05: Factors Affecting Safe Lifting Operation Module 06: Roles and Responsibilities Module 07: Risk Assessment Module 08: Examination and Inspection Module 09: Reports and Defects Course 5: DSEAR Training Introduction to DSEAR ATEX and Explosive Atmospheres General Safety Safe Working with Flammable Substances Equipment and Protection System Risk Assessment Course 6: Handyperson Module 01 Introduction to Handyperson Module 02 Basic Tools and Equipment Module 03 Electrical Work Module 04 Plumbing Skills Module 05 Appliances Module 06 General Carpentry Module 07 Basic Maintenance Skills Module 08 Walls and Floors Module 09 Painting and Decorating Module 10 Drilling, Tiling and Welding Module 11 Construction Projects Module 12 Health and Safety at Work Module 13 Starting Own Business for Handyperson Course 7: Pain Management Module 01 Introducing Pain Management Module 02 Pain Theories Module 03 Types of Pain Module 04 Physiology and Psychology of Acute Pain Module 05 Pain as a Long-term Condition Module 06 Back and Neck Pain Module 07 Headache Module 08 Neuropathic Pain and Its Management Module 09 Cancer Pain Module 10 Assessment of Pain Module 11 Relaxation for Pain Management Course 8: Workplace Safety Course Module 01 Health and Safety at Work and the Laws Module 02 Managing for Health and Safety Module 03 Risk Assessment and Common Risks Module 04 Workplace Health, Safety and Welfare Module 05 Accidents and Ill Health at Work Module 06 Electrical, Fire and Gas Safety Module 07 Safety in Different Work Settings Module 08 Work Equipment Hazards and Risk Control Module 09 Other Health and Safety Hazards at Work Course 9: Infection Prevention Training Module 01 Infection Prevention and Control Policy in the UK Module 02 Principles of Prevention and Control of Infection Module 03 Immunization Module 04 Infections Spread by Food and Water Module 05 Infections Spread by Animals and Insects, and Less Common Infections Found in the UK Module 06 Infections & Diseases Spread by Person-to-Person Contact Module 07 Infections Spread by Sexual Contact Module 08 Infections Spread by Blood and Body Fluids Course 10: First Aid Training Introduction to Workplace First Aid Legal Framework for Workplace First Aid Incident Management at Work Primary Survey Secondary Survey Basic First-Aid Techniques Dealing with Minor Injuries at the Workplace Secondary Illness Loss of Responsiveness and CPR Secondary Illness Breathing Problems Secondary Illnesses and Injuries Dealing With Fractures and Dislocations Call for an Emergency Course 11: Complete Communication Skills Master Class for Life Module 01: Effective Communication Module 02: How to Talk to Anyone Module 03: Power of Storytelling Module 04: Becoming an Influencer Module 05: Importance of Body Language Module 06: Communication Skills for Job Interviews Module 07: Public Speaking CPD 115 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Ladder Safety: Ensuring Safe and Proper Use of Ladders bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Our Ladder Safety: Ensuring Safe and Proper Use of Ladders is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various expertise will increase the value in your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included

ICA Professional Postgraduate Diploma in Financial Crime Compliance (FCC) Course This leadership programme has been designed to sharpen the strategic skills of senior practitioners and those aspiring to hold the highest anti-money laundering/financial crime position within a firm. This expert qualification offers: Specialist knowledge - the highest level in the field Strategic thinking - helps your leadership ambitions Innovation - explores new ideas, best practice, and future developments from a global perspective Fellowship of ICA - become automatically eligible for the highest grade of membership Networking - grow with other like-minded, senior professionals. With a focus on anti-money laundering, managing fraud and anti-bribery, and corruption, this qualification has helped hundreds of senior financial crime compliance professionals from all over the world unlock career growth opportunities. This course is awarded in association with Alliance Manchester Business School, the University of Manchester. How will the course be delivered This course is delivered online with materials delivered for you to study in your own time and at your own pace. There will be eight 3-hour virtual masterclasses over four weekends and seven live virtual classrooms spread over the duration of the course. Upon successful completion of the course, course materials and assessment, you will be awarded the ICA Professional Postgraduate Diploma in Financial Crime Compliance (FCC). This qualification is awarded in association with Alliance Manchester Business School, the University of Manchester. Assessment This course will be assessed via: The production of 8 x 1000-1500 word masterclass commentaries: these are summaries of the key learning points outlined in the masterclasses and its impact on your own practice, which forms the reflective journal. A three hour competency-based interview, using information describing your career to date and other evidence you wish to submit to map your knowledge, skills and experience against the National Occupational Standards The syllabus covers a variety of key issues relevant at a senior level and is designed to provide an insight into risks and potential hurdles faced by your organisation. The syllabus is delivered by an exclusive series of high-profile masterclasses covering relevant topics. Standards, research and assessment Financial crime risks: science or art? Ethics, corporate governance & responsibility Managing the internal AML enemy Cyber security: threats to the organisation FinTech and financial crime compliance Fraud and internal threat Risk based approach: too busy or too afraid Sanctions: a changing landscape.

The 'Complete Python Machine Learning & Data Science Fundamentals' course covers the foundational concepts of machine learning, data science, and Python programming. It includes hands-on exercises, data visualization, algorithm evaluation techniques, feature selection, and performance improvement using ensembles and parameter tuning. Learning Outcomes: Understand the fundamental concepts and types of machine learning, data science, and Python programming. Learn to prepare the system and environment for data analysis and machine learning tasks. Master the basics of Python, NumPy, Matplotlib, and Pandas for data manipulation and visualization. Gain insights into dataset summary statistics, data visualization techniques, and data preprocessing. Explore feature selection methods and evaluation metrics for classification and regression algorithms. Compare and select the best machine learning model using pipelines and ensembles. Learn to export, save, load machine learning models, and finalize the chosen models for real-time predictions. Why buy this Complete Python Machine Learning & Data Science Fundamentals? 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 Complete Python Machine Learning & Data Science Fundamentals 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 course for? This Complete Python Machine Learning & Data Science Fundamentals course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Complete Python Machine Learning & Data Science Fundamentals does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Complete Python Machine Learning & Data Science Fundamentals 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 As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Complete Python Machine Learning & Data Science Fundamentals is a great way for you to gain multiple skills from the comfort of your home. 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 00:08:00 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 Understanding the CSV data file 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using Python Standard Library 00:09:00 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 00:07:00 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 - Python Machine Learning & Data Science Fundamentals 00:00:00