1137 Statistics courses

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

>>24 Hours Left! Don't Let the Winter Deals Slip Away - Enrol Now!<< Unlock a world of opportunities as a business intelligence analyst! In the UK, the demand for business intelligence professionals has soared by 25% in the past year alone, with average salaries exceeding £50,000 per annum. Join our course to master the art of business intelligence and seize your career's brightest future. Don't miss out! Enrol today and take your first step towards a lucrative career! This Diploma in Business Intelligence Analyst at QLS Level 5 course is Endorsed by The Quality Licence Scheme (with 150 CPD points) Accredited by CPDQS This Business Intelligence Analyst at QLS Level 5 training can help you accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! Learning outcomes of this Diploma in Business Intelligence Analyst at QLS Level 5 Course: Upon successful completion of the Business Intelligence Analyst course, you'll be able to: Gain deep understanding of BI principles. Develop real-time BI proficiency. Master stats, vital for BI insights. Acquire SQL skills for effective BI. Grasp database essentials in BI. Delve into data warehousing within BI. Utilize data visualization, harness Python in BI tasks. Why Prefer This Business Intelligence Analyst at the QLS Level 5 Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another accredited by CPDQS, which is completely free. Get a free student ID card! (£10 postal charge will be applicable for international delivery.) Innovative and engaging content. Free assessments 24/7 tutor support. Take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the Business Intelligence Analyst at QLS Level 5 course: Module-1: An Introduction to Business Intelligence Module-2: Real-time Business Intelligence Module-3: Fundamentals of Statistics and Data Science Module-4: Fundamentals of SQL Module-5: Database Management Essentials Module-6: Data Warehouse Concepts Module-7: Data Visualisation in Business Intelligence Module-8: Basics of Python Assessment Process You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. You will be entitled to claim a certificate for FREE endorsed by the Quality Licence Scheme after you have completed all of the Diploma in Business Intelligence Analyst at QLS Level 5 exams. CPD 150 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Diploma in Business Intelligence Analyst at QLS Level 5 course is perfect for Aspiring Business Intelligence professionals Data enthusiasts seeking BI expertise Professionals aiming for BI career advancement Those interested in data analysis Individuals pursuing data science roles Anyone keen on mastering BI essentials Requirements No prior background or expertise is required. Career path Business Intelligence Analyst: £40,000 to £70,000 Data Analyst: £30,000 to £55,000 Data Scientist: £50,000 to £85,000 Database Administrator: £35,000 to £65,000 Data Engineer: £45,000 to £80,000 Certificates CPDQS Accredited Certificate Digital certificate - Included Diploma in Business Intelligence Analyst at QLS Level 5 Hard copy certificate - Included Show off Your New Skills with a Certificate of Completion After successfully completing the Diploma in Business Intelligence Analyst at QLS Level 5, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme and also you can order CPDQSAccredited Certificate that is recognised all over the UK and also internationally. The certificates will be home-delivered, completely free of cost.

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 150 CPD Points | Lifetime Access

Fall into Savings. Enjoy the biggest price fall this Autumn! Tired of browsing and searching for a HR Administrator Training course you are looking for? Can't find the complete package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and look through this extensive bundle that has everything you need to succeed. After surveying thousands of learners just like you and considering their valuable feedback, this all-in-one HR Administrator Training bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand HR Administrator Training course that will enhance your skills and prepare you for the competitive job market. Also, our experts are available for answering your queries on HR Administrator Training and help you along your learning journey. Advanced audio-visual learning modules of these HR Administrator Training courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in HR Administrator Training, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This HR Administrator Training Bundle Consists of the following Premium courses: Course 01: HR Management Level 2 Course 02: Recruitment Officer Diploma Course 03: Resourcing and Managing Talent Course Course 04: Employee Hiring and Termination Training Course 05: Employment Law Level 3 Course 06: Virtual Interviewing for HR Course 07: Payroll Management Course Course 08: People Management Skills Level 3 Course 09: Performance Management Course 10: Human Resources (HR) Audit Course 11: Recruitment Consultant - Level 4 Course 12: Leadership & Management Diploma Course 13: Equality and Diversity Course 14: GDPR Data Protection Level 5 Enrol now in HR Administrator Training to advance your career, and use the premium study materials from Apex Learning. The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your HR Administrator Training expertise and essential knowledge, which will assist you in reaching your goal. Curriculum: Introduction to Human Resources Employee Recruitment and Selection Procedure Employee Training and Development Process Performance Appraisal Management Employee Relations Motivation and Counselling Ensuring Health and Safety at the Workplace Employee Termination Employer Records and Statistics Essential UK Employment Law CPD 140 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this bundle. Requirements Our course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Having this HR Administrator Training expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (HR Administrator Training) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (HR Administrator Training) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

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Human Resources course is for those who want to advance in this field. Throughout this course, you will learn the essential skills and gain the knowledge needed to become well versed in Human Resources. Our course starts with the basics of Human Resources and gradually progresses towards advanced topics. Therefore, each lesson of this Human Resources is intuitive and easy to understand. So, stand out in the job market by completing the Human Resources course. Get an accredited certificate and add it to your resume to impress your employers. Along with the Human Resources course, you also get: Lifetime Access Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials- Anytime, Anywhere - From Any Smart Device (Laptop, Tablet, Smartphone Etc.) 100% Learning Satisfaction Guarantee Learn at your own pace from the comfort of your home, as the rich learning materials of this course are accessible from any place at any time. The curriculums are divided into tiny bite-sized modules by industry specialists. And you will get answers to all your queries from our experts. So, enrol and excel in your career with Compliance Central. Course Curriculum: Module 01: Introduction to Human Resource Module 02: Employee Recruitment and Selection Procedure Module 03: Employee Training and Development Process Module 04: Performance Appraisal Management Module 05: Employee Relations Module 06: Motivation and Counselling Module 07: Ensuring Health and safety at the Workplace Module 08: Employee Termination Module 09: Employer Record and Statistics Module 10: Essential UK Employment Law CPD 50 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Human Resources course. Requirements To enrol in this Human Resources course, all you need is a basic understanding of the English Language and an internet connection. Career path After completing this course, you can explore trendy and in-demand jobs related to Human Resources. Certificates Certificate of completion Digital certificate - Included Get a CPD accredited PDF certificate for Free. Certificate of completion Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

The Human Resource & Administrative Management Course is a wonderful learning opportunity for anyone who has a passion for this topic and is interested in enjoying a long career in the relevant industry. 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. This Human Resource & Administrative Management Course consists of several modules that take around 8 hours to complete. The course is accompanied by instructional videos, helpful illustrations, how-to instructions and advice. The course is offered online at a very affordable price. That gives you the ability to study at your own pace in the comfort of your home. You can access the modules from anywhere and from any device. Why Choose this Course? Earn a digital 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 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. Course Content Module 01: Introduction to Human Resource Introduction to Human Resource 00:17:00 Module 02:Employee Recruitment and Selection Procedure Employee Recruitment and Selection Procedure 00:33:00 Module 03: Employee Training and Development Process Employee Training and Development Process 00:23:00 Module 04: Performance Appraisal Management Performance Appraisal Management 00:20:00 Module 05: Employee Relations Employee Relations 00:15:00 Module 06: Motivation and Counselling Motivation and Counselling 00:20:00 Module 07: Ensuring Health and safety at the Workplace Ensuring Health and safety at the Workplace 00:17:00 Module 08: Employee Termination Employee Termination 00:16:00 Module 09: Employer Record and Statistics Employer Record and Statistics 00:12:00 Module 10: Introduction to Office Administration Introduction to Office Administration 00:15:00 Module 11: Skills of an Effective Administrator Skills of an Effective Administrator 00:17:00 Module 12: Business Etiquette Business Etiquette 00:20:00 Module 13: Representing Your Boss and Company Representing Your Boss and Company 00:35:00 Module 14: Organising Meeting and Conferences Organising Meeting and Conferences 00:26:00 Module 15: Time Management Time Management 00:36:00 Module 16: Business Writing Skills Business Writing Skills 00:41:00 Module 17: Organisational Skills Organisational Skills 00:26:00 Module 18: Communication Skills Communication Skills 00:26:00 Module 19: Effective Planning and Scheduling Effective Planning and Scheduling 00:47:00 Module 20: Invoicing/Petty Cash Invoicing/Petty Cash 00:28:00 Mock Exam Mock Exam - Human Resource & Administrative Management 00:20:00 Final Exam Final Exam - Human Resource & Administrative Management 00:20:00 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.