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Duration 2 Days 12 CPD hours This course is intended for If you are a data analyst, data scientist, or a business analyst who wants to get started with using Python and machine learning techniques to analyze data and predict outcomes, this book is for you. Basic knowledge of computer programming and data analytics is a must. Familiarity with mathematical concepts such as algebra and basic statistics will be useful. Overview By the end of this course, you will have the skills you need to confidently use various machine learning algorithms to perform detailed data analysis and extract meaningful insights from data. This course is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. The course will help you understand how you can use pandas and Matplotlib to critically examine a dataset with summary statistics and graphs, and extract the insights you seek to derive. You will continue to build on your knowledge as you learn how to prepare data and feed it to machine learning algorithms, such as regularized logistic regression and random forest, using the scikit-learn package. You?ll discover how to tune the algorithms to provide the best predictions on new and unseen data. As you delve into later sections, you?ll be able to understand the working and output of these algorithms and gain insight into not only the predictive capabilities of the models but also their reasons for making these predictions. Data Exploration and Cleaning Python and the Anaconda Package Management System Different Types of Data Science Problems Loading the Case Study Data with Jupyter and pandas Data Quality Assurance and Exploration Exploring the Financial History Features in the Dataset Activity 1: Exploring Remaining Financial Features in the Dataset Introduction to Scikit-Learn and Model Evaluation Introduction Model Performance Metrics for Binary Classification Activity 2: Performing Logistic Regression with a New Feature and Creating a Precision-Recall Curve Details of Logistic Regression and Feature Exploration Introduction Examining the Relationships between Features and the Response Univariate Feature Selection: What It Does and Doesn't Do Building Cloud-Native Applications Activity 3: Fitting a Logistic Regression Model and Directly Using the Coefficients The Bias-Variance Trade-off Introduction Estimating the Coefficients and Intercepts of Logistic Regression Cross Validation: Choosing the Regularization Parameter and Other Hyperparameters Activity 4: Cross-Validation and Feature Engineering with the Case Study Data Decision Trees and Random Forests Introduction Decision trees Random Forests: Ensembles of Decision Trees Activity 5: Cross-Validation Grid Search with Random Forest Imputation of Missing Data, Financial Analysis, and Delivery to Client Introduction Review of Modeling Results Dealing with Missing Data: Imputation Strategies Activity 6: Deriving Financial Insights Final Thoughts on Delivering the Predictive Model to the Client
As healthcare evolves, seize the opportunity to propel your expertise forward with our comprehensive bundle: Medicine Management, Paramedicine with Nurse Prescribing. This thoughtfully crafted collection of courses centred around the keyword Medicine Management, Paramedicine with Nurse Prescribing revolutionises your learning experience. Delve into the intricacies of safe medicine handling and navigate the complexities of medical law, all while exploring the realm of alternative medicine. Equip yourself with nursing prescribing skills, gain insights into sports medicine fundamentals, and uncover the world of paramedicine. Tailored for pharmacy assistants, nurses, and aspiring medical professionals, this bundle offers a versatile skill set essential in today's dynamic healthcare landscape. Embrace the chance to optimise your career trajectory and establish your niche in the ever-evolving Medicine Management, Paramedicine with Nurse Prescribing field. Enrol now to stay ahead of the curve and contribute meaningfully to the future of healthcare. The Eight CPD Accredited courses that the bundle includes are: Course 1: Control and Administration of Medicines Online Training Course Course 2: Safe Handling of Medicines Course 3: Pharmacy Assistant and Technician Foundation Training Course 4: Medical Law Course 5: Nurse Prescribing Diploma Course 6: Sports Medicine Fundamentals Course 7: Paramedicine Course 8: Diploma in Alternative Medicine Learning outcomes Indeed, here are seven learning outcomes for the bundle: Master safe medication administration techniques, minimising errors and ensuring patient well-being. Grasp medical laws and ethics, providing compliant and responsible medication management. Implement proper labelling, storage, and documentation practices, enhancing patient safety. Explore principles of alternative medicine, understanding its role in holistic patient care. Develop skills in nursing prescribing and tailoring medication plans to individual patient needs. Gain insights into addressing athletes' medical needs, from prevention to treatment. Acquire paramedicine fundamentals, responding adeptly to medical emergencies. Reveal the future of healthcare excellence through our comprehensive Medicine Management, Paramedicine with Nurse Prescribing bundle. This collection of courses empowers you to unlock profound knowledge and proficiency in the dynamic field of medicine. With a strong focus on Medicine Management, Paramedicine with Nurse Prescribing, each module meticulously provides you with essential skills for success. Navigate the intricacies of safe and accurate medication administration, ensuring patient well-being by mastering dosages and administration routes. Uncover the legal framework surrounding medicine from thebundle, fostering a deep understanding of medical laws and ethical considerations underpinning responsible practice. In pursuing holistic patient care, explore the principles of alternative medicine and its seamless integration with conventional treatments. Delve into nursing prescribing, master sports medicine essentials, and refine your grasp of paramedicine fundamentals to excel further. Tailor medication plans to individual patients, address athletes' distinct medical needs, and excel in responding to emergencies. This bundle becomes your gateway to mastering versatile healthcare skills, facilitating success in roles from pharmacy assistants to nurses and beyond. Position yourself at the forefront of healthcare innovation by embracing the power of Medicine Management, Paramedicine with Nurse Prescribing. Be a part of this bundle to witness your potential flourish as you embark on this transformative educational journey. CPD 90 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This bundle is appropriate for: Pharmacy assistants Nurses at various levels of experience Alternative medicine enthusiasts Sports enthusiasts Future Paramedicine and Emergency Responders Please note that this course does not entitle you to join the HCPC register or be a recognised paramedic. But you will come across all the basic guidelines of paramedicine to boost and shine your knowledge in the field of paramedicine. Requirements Without any formal requirements, you can delightfully enrol in this Medicine Management, Paramedicine with Nurse Prescribing bundle. Just get a device with internet connectivity, and you are ready to start your learning journey. Thus, complete this Medicine Management, Paramedicine with Nurse Prescribing bundle at your own pace. Career path Upon successful completion of the Medicine Management, Paramedicine with Nurse Prescribing bundle, you will be able to become- Pharmacy Technician: $25,000 - $50,000 per year Healthcare Compliance Officer: $50,000 - $90,000 per year Sports Rehabilitation Specialist: $45,000 - $80,000 per year Paramedic: $35,000 - $60,000 per year Alternative Medicine Practitioner: $40,000 - $80,000 per year 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
Unlock the Secrets of UK VAT with Our Comprehensive Text Course! Are you navigating the complex world of UK Value Added Tax (VAT) and feeling overwhelmed? ð¤ Do you want to master the intricacies of VAT regulations to enhance your business operations or career prospects? Look no further! Our expertly crafted text course, 'UK VAT,' is your ultimate guide to understanding the ins and outs of VAT in the United Kingdom. Why Choose Our 'UK VAT' Text Course? Our course is designed to demystify the complexities of UK VAT, offering you a clear and concise roadmap to success. Here's why thousands of learners trust our course: Comprehensive Coverage: Dive deep into the fundamentals of UK VAT, from registration and compliance to invoicing and reclaiming VAT. Our course covers all the essential topics you need to know to navigate the VAT landscape with confidence. Expert Guidance: Learn from industry experts who bring years of experience in VAT consultancy and compliance. 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Our 'UK VAT' text course is perfect for: Business Owners: Whether you're a small business owner or the finance manager of a multinational corporation, understanding UK VAT is crucial for managing your finances efficiently and ensuring compliance with HM Revenue & Customs (HMRC) regulations. Accountants and Finance Professionals: Expand your skill set and stay ahead of the curve in today's competitive job market. Our course equips you with the knowledge and expertise to handle VAT-related tasks with confidence and precision. Students and Aspiring Professionals: Kickstart your career in accounting, finance, or business management by mastering the fundamentals of UK VAT. Our course provides a solid foundation that will set you apart from your peers and impress potential employers. Career Path Upon completing our 'UK VAT' text course, you'll unlock a world of exciting career opportunities, including: VAT Consultant: Offer expert advice to businesses on VAT matters, helping them optimize their VAT strategies and minimize tax liabilities. Tax Accountant: Specialize in VAT compliance and reporting, ensuring that businesses fulfill their tax obligations accurately and efficiently. Financial Controller: Take on a leadership role within an organization, overseeing VAT-related activities and providing strategic financial guidance. Entrepreneur: Use your newfound knowledge of UK VAT to launch and grow your own business, confidently navigating tax implications and maximizing profitability. Auditor: Conduct thorough examinations of financial records to ensure compliance with VAT regulations and identify any potential risks or discrepancies. FAQs Q: Is this course suitable for beginners? A: Absolutely! Our 'UK VAT' text course is designed to cater to learners of all levels, from beginners with little to no prior knowledge of VAT to seasoned professionals looking to deepen their expertise. Q: How long does it take to complete the course? A: The duration of the course varies depending on your learning pace and schedule. On average, learners complete the course within a few weeks, but you can progress at your own speed. Q: Will I receive a certificate upon completion? A: Yes, upon successfully finishing the course and passing the final assessment, you will receive a certificate of completion to showcase your newfound expertise in UK VAT. Q: Can I access the course on mobile devices? A: Absolutely! Our platform is fully responsive, allowing you to access the course materials on any device, including smartphones, tablets, and desktop computers. Q: Is there a support system available if I have questions or encounter difficulties? A: Yes, we provide dedicated support to assist you throughout your learning journey. If you have any questions or encounter technical difficulties, our team is here to help via email or our online support portal. Don't let the complexities of UK VAT hold you back! Enroll in our 'UK VAT' text course today and embark on a journey toward VAT mastery. With expert guidance, comprehensive coverage, and flexible learning options, success is within your reach. Take the first step toward VAT excellence and unlock a world of opportunities! ð Course Curriculum Module 1 Introduction to VAT and its Importance Introduction to VAT and its Importance 00:00 Module 2 VAT Legal Framework and Regulations VAT Legal Framework and Regulations 00:00 Module 3 VAT Treatment of Goods and Services VAT Treatment of Goods and Services 00:00 Module 4 VAT Accounting and Record Keeping VAT Accounting and Record Keeping 00:00 Module 5 VAT and Business Transactions VAT and Business Transactions 00:00 Module 6 VAT and Cross-Border Trade VAT and Cross-Border Trade 00:00 Module 7 VAT Compliance and Digital Solutions VAT Compliance and Digital Solutions 00:00
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In this modern era, sales is not about just selling anymore but about building trust and educating customers. In every job or business, you will come across sales moments; even if you're trying to sell yourself to the interviewer for a job or selling products to the customer, it's an essential skill in aspects of your career. So if you want to maximise your potential or build a lucrative career, then this course is the right choice for you. Enrol today to develop knowledge and skills to drive your career forward and get ahead of the curve! This course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. This course incorporates the fundamentals of defining sales, growth, hypnosis, presentation, marketing, limitations, communications, and negotiation. Through this comprehensive course, you will develop knowledge and skills on dealing with customers, dealing with objections from customers, and techniques to counter reposition. In addition, this course will help you demonstrate an understanding of the different approaches for attracting customers using various media such as email marketing. Likewise, through this course, you will understand the different customer behavioural patterns that help make purchase decisions easier. Furthermore, this course will illustrate your perception of the ideal selling process and avoid common mistakes. Overall, completing this course will help you master the knowledge and skills required to become a complete salesperson. What will I learn from this course? Familiarise with defining sales, rules, and agents Understand the methodologies of growth Demonstrate knowledge of hypnosis Explore how to attract customer's attention using a powerful presentation The principles of marketing Assess the leverage, limitations, and risk associated Importance of communication skills Understand how to deal with customers and analyse customer behaviour Approaches to handle objections from the customer Marketing and advertising techniques On top of everything, you will get a certificate that includes 10 CPD points to help make a mark for yourself in the competitive job market. This certificate will also help you create an impression of self-reliance and dedication that will surely attract prospective employers to prioritise your job application. So enrol in this course today and open doors to enchanting career opportunities ahead. The programme has been designed by experts to create a rich and in-depth training experience for all the students who enrol on it. Enrol on the course now and get instant access to all course materials. Enjoy this course materials online from any internet-enabled device and learn when it suits you. Start your learning journey with this course straight away and take a step forward in securing a better future! Why should you choose the course with Academy for Health & Fitness? Opportunity to earn a certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Globally accepted standard structured lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the programme in your own time, at your own pace Each of our students gets full tutor support on weekdays (Monday to Friday) ***Course Curriculum*** Here is the curriculum breakdown of the programme: Module 1: Introduction to Sales Module 2: Sales Growth Module 3: Sales Hypnosis Module 4: Sales Presentation Module 5: Sales and Marketing Module 6: Leverage and Limitations Module 7: Communication Skills Module 8: Sales Negotiations Module 9: Dealing with Customers Module 10: Handling Objections Module 11: Tips and Tricks for Sale Assessment Process Once you have completed all the modules in this course, your skills and knowledge will be tested with an automated multiple-choice assessment. You will then receive instant results to let you know if you have successfully passed the course. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This Skills course right for You? The course is primarily for motivated learners looking to add a new skill to their CV and stand head and shoulders above the competition. Anyone of any academic background can enrol on this Nutrition course. However, this course is preferable for: Individuals currently looking to increase their profit figures Individuals considering sales as a career in the future Anyone who has to deal with customers face-to-face Requirements There are no previous knowledge requirements for the programme; this is open to anyone! Any learning enthusiast from anywhere in the world can enrol on this course without any hesitation. All students must have a passion for learning and literacy, as well as being over the age of 16. Browse this 100% online course from any internet device, including your computer, tablet or smartphone. Study at your own pace and earn an industry Skillset with this course. Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.