Overview This comprehensive course on Statistics & Probability for Data Science & Machine Learning will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Statistics & Probability for Data Science & Machine Learning comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Statistics & Probability for Data Science & Machine Learning. It is available to all students, of all academic backgrounds. Requirements Our Statistics & Probability for Data Science & Machine Learning 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 10 sections • 89 lectures • 11:27:00 total length •Welcome!: 00:02:00 •What will you learn in this course?: 00:06:00 •How can you get the most out of it?: 00:06:00 •Intro: 00:03:00 •Mean: 00:06:00 •Median: 00:05:00 •Mode: 00:04:00 •Mean or Median?: 00:08:00 •Skewness: 00:08:00 •Practice: Skewness: 00:01:00 •Solution: Skewness: 00:03:00 •Range & IQR: 00:10:00 •Sample vs. Population: 00:05:00 •Variance & Standard deviation: 00:11:00 •Impact of Scaling & Shifting: 00:19:00 •Statistical moments: 00:06:00 •What is a distribution?: 00:10:00 •Normal distribution: 00:09:00 •Z-Scores: 00:13:00 •Practice: Normal distribution: 00:04:00 •Solution: Normal distribution: 00:07:00 •Intro: 00:01:00 •Probability Basics: 00:10:00 •Calculating simple Probabilities: 00:05:00 •Practice: Simple Probabilities: 00:01:00 •Quick solution: Simple Probabilities: 00:01:00 •Detailed solution: Simple Probabilities: 00:06:00 •Rule of addition: 00:13:00 •Practice: Rule of addition: 00:02:00 •Quick solution: Rule of addition: 00:01:00 •Detailed solution: Rule of addition: 00:07:00 •Rule of multiplication: 00:11:00 •Practice: Rule of multiplication: 00:01:00 •Solution: Rule of multiplication: 00:03:00 •Bayes Theorem: 00:10:00 •Bayes Theorem - Practical example: 00:07:00 •Expected value: 00:11:00 •Practice: Expected value: 00:01:00 •Solution: Expected value: 00:03:00 •Law of Large Numbers: 00:08:00 •Central Limit Theorem - Theory: 00:10:00 •Central Limit Theorem - Intuition: 00:08:00 •Central Limit Theorem - Challenge: 00:11:00 •Central Limit Theorem - Exercise: 00:02:00 •Central Limit Theorem - Solution: 00:14:00 •Binomial distribution: 00:16:00 •Poisson distribution: 00:17:00 •Real life problems: 00:15:00 •Intro: 00:01:00 •What is a hypothesis?: 00:19:00 •Significance level and p-value: 00:06:00 •Type I and Type II errors: 00:05:00 •Confidence intervals and margin of error: 00:15:00 •Excursion: Calculating sample size & power: 00:11:00 •Performing the hypothesis test: 00:20:00 •Practice: Hypothesis test: 00:01:00 •Solution: Hypothesis test: 00:06:00 •T-test and t-distribution: 00:13:00 •Proportion testing: 00:10:00 •Important p-z pairs: 00:08:00 •Intro: 00:02:00 •Linear Regression: 00:11:00 •Correlation coefficient: 00:10:00 •Practice: Correlation: 00:02:00 •Solution: Correlation: 00:08:00 •Practice: Linear Regression: 00:01:00 •Solution: Linear Regression: 00:07:00 •Residual, MSE & MAE: 00:08:00 •Practice: MSE & MAE: 00:01:00 •Solution: MSE & MAE: 00:03:00 •Coefficient of determination: 00:12:00 •Root Mean Square Error: 00:06:00 •Practice: RMSE: 00:01:00 •Solution: RMSE: 00:02:00 •Multiple Linear Regression: 00:16:00 •Overfitting: 00:05:00 •Polynomial Regression: 00:13:00 •Logistic Regression: 00:09:00 •Decision Trees: 00:21:00 •Regression Trees: 00:14:00 •Random Forests: 00:13:00 •Dealing with missing data: 00:10:00 •ANOVA - Basics & Assumptions: 00:06:00 •One-way ANOVA: 00:12:00 •F-Distribution: 00:10:00 •Two-way ANOVA - Sum of Squares: 00:16:00 •Two-way ANOVA - F-ratio & conclusions: 00:11:00 •Wrap up: 00:01:00 •Assignment - Statistics & Probability for Data Science & Machine Learning: 00:00:00
Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents, and interests with our special .NET Core API Development Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides the professional training that employers are looking for in today's workplaces. The .NET Core API Development Course is one of the most prestigious training offered at Skillwise and is highly valued by employers for good reason. This .NET Core API Development Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This .NET Core API Development Course, like every one of Skillwise's courses, is meticulously developed and well-researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At Skillwise, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from Skillwise, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this .NET Core API Development ? Lifetime access to the course forever Digital Certificate, Transcript, and student ID are all included in the price Absolutely no hidden fees Directly receive CPD Quality Standard-accredited qualifications after course completion Receive one-to-one assistance 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 .NET Core API Development 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 free. Original Hard Copy certificates need to be ordered at an additional cost of £8. Who is this course for? This .NET Core API Development course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already work in relevant fields and want to polish their knowledge and skills. Prerequisites This .NET Core API Development does not require you to have any prior qualifications or experience. You can just enrol and start learning. This .NET Core API Development was made by professionals and it is compatible with all PCs, Macs, 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 a bonus, you will be able to pursue multiple occupations. This .NET Core API Development is a great way for you to gain multiple skills from the comfort of your home. introduction Introduction 00:03:00 Controllers and actions Basics and routes 00:18:00 Other route types 00:10:00 Request content Form, body, query 00:11:00 Headers and cookies 00:08:00 Example - country name encoder/decoder 00:06:00 Response content Body 00:06:00 Response status 00:04:00 File Upload 00:07:00 Download 00:07:00 Dependency injection Basics 00:08:00 Authorization Authorization attribute (Action filter) 00:13:00 Public API authorization 00:10:00 Example: Registration, authentication Authorization Introduction to Project 00:01:00 Databases 00:10:00 The code 00:27:00
Digital forensics is becoming very important in cyber security to detect and backtrack Black Hat criminals. It is essential to remove hackers' malicious backdoors/malware and trace them back to avoid possible future incidents.
Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents, and interests with our special Attachment Development at Early Childhood Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides the professional training that employers are looking for in today's workplaces. The Attachment Development at Early Childhood Course is one of the most prestigious training offered at Skillwise and is highly valued by employers for good reason. This Attachment Development at Early Childhood Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Attachment Development at Early Childhood Course, like every one of Study Hub's courses, is meticulously developed and well-researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At Skillwise, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from Skillwise, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Attachment Development at Early Childhood? Unlimited access to the course forever Digital Certificate, Transcript, and student ID are all included in the price Absolutely no hidden fees Directly receive CPD-accredited qualifications after course completion Receive one-to-one assistance 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 Attachment Development at Early Childhood 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 free. Original Hard Copy certificates need to be ordered at an additional cost of £8. Who is this course for? This Attachment Development at Early Childhood 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 skills. Prerequisites This Attachment Development at Early Childhood does not require you to have any prior qualifications or experience. You can just enroll and start learning. This Attachment Development at Early Childhood was made by professionals and it is compatible with all PCs, Macs, 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 a bonus, you will be able to pursue multiple occupations. This Attachment Development at Early Childhood is a great way for you to gain multiple skills from the comfort of your home. Attachment Development at Early Childhood Lesson 01: The History of Attachment Theory 00:15:00 Lesson 02: What is Attachment Parenting? 00:55:00 Lesson 03: Paying Attention to the Baby's Crying 00:41:00 Support Materials Resource - Attachment Development at Early Childhood
Are you ready to embark on an enlightening journey of wisdom with the Autism & ADHD bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - Autism, ADHD, Dyslexia, Cognitive Approaches & Parenting Skills. Delve into eight immersive CPD Accredited courses, each a standalone course: Course 01: Autism Diploma Course 02: Child Psychology Diploma Course 03: Deaf Awareness Course 04: Autism in Early Childhood Course 05: Speech and Language Therapy Course 06: Advanced Parenting Skills Course 07: Dyslexia Course 08: ADHD Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Autism, ADHD, Dyslexia, Cognitive Approaches & Parenting Skills bundle illuminate your path to wisdom. The Autism, ADHD, Dyslexia, Cognitive Approaches & Parenting Skills bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across five carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Autism, ADHD, Dyslexia, Cognitive Approaches & Parenting Skills package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Autism & ADHD bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the Autism, ADHD, Dyslexia, Cognitive Approaches & Parenting Skills community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Autism & ADHD bundle. Establish robust bases across each course nestled within the Autism & ADHD bundle. Decipher intricate concepts through the articulate content of the Autism & ADHD bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the Autism & ADHD bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Autism & ADHD bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Autism & ADHD bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Autism & ADHD bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Autism & ADHD bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Autism & ADHD journey and let knowledge guide you towards a brighter future. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Autism & ADHD Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Requirements To enrol in this Autism, ADHD, Dyslexia, Cognitive Approaches & Parenting Skills course, all you need is a basic understanding of the English Language and an internet connection. Career path Armed with the Autism & ADHD bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the Autism & ADHD bundle lays a solid groundwork. Certificates CPD QS PDF Certificates Digital certificate - £4.99 CPD QS Hardcopy Certificate Hard copy certificate - £11.99
Overview Understanding body language is imperative for effective communication and, thus, for professional success. Through effective body language, you can communicate your thoughts and intentions in a better way. Moreover, body language adds strength to your verbal communication too. Our sole intention behind creating this Diploma in Body Language course is to help you understand the language of the gesture to present your ideas with more impact. All successful people have mastered body language, and here in this course, we will teach you how to interpret body language for career success. People who can read body language are more aware of others' feelings and can communicate with them better. This course will teach you how to read non-verbal signs, such as facial expressions, hand gestures, and eyes. The training will enhance your ability to engage with a broad range of audiences and develop positive relationships. Learning Outcomes Understand how body language helps when communicating Explore the tricks to read people's minds Learn to read and understand facial expressions, eye contact, hand gestures and more Be able to improve the way you communicate and connect Find great tips for better body language Who is the Course for? This Diploma in Body Language course is suitable for anyone interested in understanding body language to communicate and connect better. 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 for 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 the cost of £39 or in PDF format at the 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, well-structured and high-quality e-learning study materials Engaging tutorial videos, materials from the industry-leading experts Opportunity to study in a user-friendly, advanced online learning platform Efficient exam systems for the assessment and instant result UK & internationally recognised accredited qualification Access the course content on mobile, tablet, or desktop from anywhere, anytime Excellent career advancement opportunities 24/7 student support via email. Career Path Diploma in Body Language Course provides useful skills to possess and would be beneficial for the following professionals: Body Language Trainer Communications Specialist Counsellor Teacher Psychologist Psychotherapist. Introduction to Body Language What Is Body Language 00:15:00 How to Read Body Language 00:30:00 How to Read People's Minds 00:30:00 How To Understand Eyes Contact 00:15:00 The Role of Head and Face in Body Language 00:30:00 The Role of Neck, Chest and Back in Body Language 00:15:00 The Role of Hands and Arms in Body Language 00:30:00 The Role of Legs in Body Language 00:15:00 The Role of the Lips in Body Language 00:15:00 Tips to Improve Body Language 00:15:00 Wrapping Up 00:15:00 Body Language Secrets Introduction 00:15:00 Aggressive Body Language 00:15:00 Attentive Body Language 00:15:00 Closed Body Language 00:30:00 Deceptive Body Language 00:30:00 Defensive Body Language 00:15:00 Dominant Body Language 00:15:00 Emotional Body Language 00:30:00 Evaluating Body Language 00:15:00 Greeting Body Language 00:30:00 Open Body Language 00:15:00 Relaxed Body Language 00:15:00 Power Body Language 00:15:00 Ready Body Language 00:15:00 Romantic Body Language 00:15:00 Submissive Body Language 00:15:00 Conclusion 00:15:00 Communicating Effectively Module One - Getting Started 00:30:00 Module Two - Communicating with Body Language 01:00:00 Module Three - Reading Body Language 01:00:00 Module Four - Body Language Mistakes 00:30:00 Module Five - Gender Differences 00:30:00 Module Six - Nonverbal Communication 01:00:00 Module Seven - Facial Expressions 02:00:00 Module Eight - Body Language in Business 01:00:00 Module Nine - Lying and Body Language 01:00:00 Module Ten - Improve Your Body Language 01:00:00 Module Eleven - Matching Your Words to Your Movement 01:00:00 Module Twelve - Wrapping Up 00:30:00 Effective Communication: Body Language- Activities 00:00:00 Mock Exam Mock Exam- Diploma in Body Language 00:30:00 Final Exam Final Exam- Diploma in Body Language 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Follow your dreams by enrolling on the Leadership and Organisational Management course today and develop the experience, skills and knowledge you need to enhance your professional development. Leadership and Organisational Management will help you arm yourself with the qualities you need to work towards your dream job. Study the Leadership and Organisational Management training course online with Janets through our online learning platform and take the first steps towards a successful long-term career. The Leadership and Organisational Management course will allow you to enhance your CV, impress potential employers, and stand out from the crowd. This Leadership and Organisational Management course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Study the Leadership and Organisational Management course through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the Leadership and Organisational Management course, to ensure you are supported every step of the way. Get a digital certificate as proof of your Leadership and Organisational Management course completion. Janets is one of the top online training course providers in the UK, and we want to make education accessible to everyone! Learn the essential skills you need to succeed and build a better future for yourself with the Leadership and Organisational Management course. The Leadership and Organisational Management course is designed by industry experts and is tailored to help you learn new skills with ease. The Leadership and Organisational Management is incredibly great value and allows you to study at your own pace. With full course access for one year, you can complete the Leadership and Organisational Management when it suits you. Access the Leadership and Organisational Management course modules from any internet-enabled device, including computers, tablets, and smartphones. The Leadership and Organisational Management course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the Leadership and Organisational Management now and start learning instantly! What You Get Out Of Studying Leadership and Organisational Management With Janets: Receive a digital Certificate upon successful completion of the Leadership and Organisational Management 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) Description: The Leadership and Organisational Management training course is delivered through Janets' online learning platform. Access the Leadership and Organisational Management content from any internet-enabled device whenever or wherever you want to. The Leadership and Organisational Management course has no formal teaching deadlines, meaning you are free to complete the course at your own pace. Certification All students who successfully complete the Leadership and Organisational Management course can instantly download their digital certificate. You can also purchase a hard copy of the Leadership and Organisational Management course certificate, which will be delivered by post for £9.99. Who Is This Course For: The Leadership and Organisational Management is ideal for those who already work in this sector or are an aspiring professional. This Leadership and Organisational Management 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 Leadership and Organisational Management is open to all students and has no formal entry requirements. To study the Leadership and Organisational Management course, 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. Career Path: The Leadership and Organisational Management is ideal for anyone who wants to pursue their dream career in a relevant industry. Learn the skills you need to boost your CV and go after the job you want. Complete the Leadership and Organisational Management and gain an industry-recognised qualification that will help you excel in finding your ideal job. Course Content Leadership and Organisational Management - Updated Version Module 1: Understanding Management and Leadership 00:40:00 Module 2: Leadership Theories 00:25:00 Module 3: Improving Management and Leadership Performance 00:15:00 Module 4: High Performance Teams 00:32:00 Module 5: Motivating Employees 00:26:00 Module 6: Organisational Skills 00:26:00 Module 7: Talent Management 00:37:00 Module 8: Succession Planning 00:24:00 Module 9: Business Process Management 00:29:00 Module 10: Communication Skills 00:28:00 Module 11: Negotiation Techniques 00:15:00 Module 12: Managing Meetings and Giving Feedback 00:22:00 Module 13: Managing Change 00:22:00 Module 14: Time Management 00:37:00 Module 15: Stress Management 00:15:00 Module 16: Emotional Intelligence in Leadership 00:32:00 Module 17: Managing Conflict 00:14:00 Module 18: Dealing with Office Politics 00:34:00 Module 19: Risk Management 00:35:00 Module 20: Corporate Responsibility and Ethics 00:14:00 Mock Exam Mock Exam- Leadership and Organisational Management 00:20:00 Final Exam Final Exam- Leadership and Organisational Management 00:20:00 Leadership and Organisational Management - Old Version Module 01: Leadership Concept 00:35:00 Module 02: Theories on Leadership 00:50:00 Module 03: Network Leadership 00:30:00 Module 04: How to Develop Enlightened Leadership 00:45:00 Module 05: How to Be a Successful Leader 00:20:00 Module 06: Leadership Styles 00:20:00 Module 07: Personality Style of a Leader 00:35:00 Module 08: Leadership and Management In The UK 00:25:00 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.
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