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10 QLS Endorsed Courses for 3D Game Developer | 10 Endorsed Certificates Included | Life Time Access

10 QLS Endorsed Courses for Historian | 10 Endorsed Certificates Included | Life Time Access

Earn up to 90k as a 'Network Engineer' or Your 100% Money Back Network outages cost UK businesses £100 billion annually. With over 50,000 open network engineer jobs paying £54,000 per year on average, skilled professionals are in high demand. Do you have what it takes to design, build, and protect company infrastructure? This Network Engineer Job Guarantee Programme is your all-in-one solution to learn networking skills from scratch and also secure a job in this exciting industry. With our unique blend of comprehensive courses and career support, your dream job is within reach. We understand the challenges of transitioning into a new field, which is why our program is tailored to guide you every step of the way - from mastering core skills to landing your first job as a Network Engineer. By choosing our Network Engineer Job Guarantee Programme, you're not just gaining skills; you're gaining a lifelong career partner. Our mission is simple - to be your trusted partner every step of the way, from training to employment. In addition to teaching you the technical skills you need, we will also provide you with career mentoring and support. We will help you build your resume, prepare for interviews, and land your dream job. We also have partnerships with many companies that are hiring Programmers, so we can help you get your foot in the door. If you are not happy with our service, we also offer a 100% money-back guarantee. So what are you waiting for? Enrol in our Network Engineer Job Guarantee Programme today and start your journey to becoming a successful Network Engineer! Why Choose Us? So, what sets us apart from other programs? Let's dive into the exceptional benefits you'll experience when you join our Certified Network Engineer Programme: Personalised Guidance: We believe in the power of individual attention. Our experienced mentors will provide one-on-one counselling sessions tailored to your specific needs. Whether you're a beginner or have some Network Engineering experience, we will guide you towards honing your skills and developing a strong foundation in Network Engineering. One-On-One Consultation: Gain invaluable insights and guidance from seasoned professionals who have thrived in the Network Engineering field. Our consultation sessions provide you with insider tips, tricks, and advice, empowering you to navigate the industry with confidence and expertise. Extensive Job Opportunities: We have established partnerships with numerous companies actively seeking Certified Network Engineers. Through our network, we'll connect you with exclusive job openings that are not easily accessible elsewhere. Interview Preparation: No more stress over unexpected interview questions. We provide you with access to a comprehensive database of potential interview questions curated over years of industry experience. Walk into your interviews confident, well-prepared, and ready to impress. Courses we will provide once you enrol in the program: Course 01: Network Security Level 2 Course 02: IGCSE ICT: Network Essentials Course 03: Computer Networks Security Course 04: CompTIA Networking Course 05: AWS Certified Cloud Practitioner Course 06: IT Support Technician Course 07: CompTIA A+ (220-1001) Course 08: CompTIA Network (N10-007) Course 09: CompTIA A+ (220-1002) Course 10: CompTIA IT Fundamentals ITF+ (FCO-U61) Course 11: CompTIA PenTest+ (Ethical Hacking) Course 12: Cloud Computing / CompTIA Cloud+ (CV0-002) Course 13: Cisco ASA Firewall Training Course 14: CompTIA Network+ Certification Course 15: Penetration Testing with OWASP ZAP: Mastery course Course 16: GDPR Data Protection Course 17: Data Center Training Essentials: Mechanical & Cooling Course 18: Cyber Security Awareness Training How Can We Offer Job Guarantees? HF Online provides consultancy, professional and educational services to many of the companies in the UK. During our intense exclusive training program, you will not just gain and complete the industry valuable certification but will gain industry experience as well, which is imperative to get your 1st job in the sector. The is completed in 9 easy steps: Step 1: Enrol in the Programme Begin your exciting journey with us by enrolling in the Network Engineer Job Guarantee Programme. Complete your registration and make a secure online payment. Remember, we offer a 14-day money-back guarantee if you're not completely satisfied. After you enrol in the Program, you will get lifetime access to 18 Premium Courses related to Network Engineering. These courses will teach you the knowledge and skills required to become a successful Network Engineer. Our customer service team will help you and keep in contact with you every step of the way. So you won't have to worry about anything! Step 2: Initial One-On-One Counselling Session Once enrolled, you will be paired with a dedicated career mentor. Schedule your first one-on-one session to discuss your career aspirations, skills, experience, and any areas for potential growth. This conversation will shape your learning and development path. Step 3 - Certification upon Course Completion After learning from the courses, you must obtain certificates for each course. There will be exams for every course, and you have to pass them to get your certificate. To pass successfully, you must get 90% marks. Once you pass the exams, you will receive hardcopy certificates. These certificates will prove that you're an expert in the subject. Step 4: CV Revamping Our team of professionals will build you a compelling CV and LinkedIn profile. We'll ensure it presents your skills and qualifications effectively and is tailored to the needs and expectations of the programming/development industry. With these powerful tools in hand, you'll be fully prepared to tackle job interviews confidently. Step 5: Building Network and Submitting CV We understand the power of casting a wide net. We'll strategically submit your CV to various platforms and networks, expanding your reach and connecting you with valuable opportunities that align with your career goals. We will also make connections with many high-profile individuals and companies through your LinkedIn profile. Step 6: Interview Preparation With your CV ready, we'll move on to interview preparation. Gain exclusive access to our database of potential interview questions. Through simulated interviews with your mentor, you'll practice your responses and receive valuable feedback to further refine your skills. Step 7: Securing Job Interviews Leveraging our partnerships with leading companies, we'll secure job interviews for you. We'll ensure you get the opportunity to showcase your skills to potential employers and get the dream job you want. Step 8: Post-Interview Support Post-interview, we'll provide a debriefing session to reflect on your performance and identify areas of improvement for future interviews if necessary. Remember, our commitment extends until you land your dream job. Step 9: Celebrate Your New Job! Once you've secured your dream job in Network Engineering, it's time to celebrate! However, our support doesn't end there. We'll provide you with ongoing career advice to ensure you continue to thrive in your new role. We're excited to accompany you on this journey to success. Enrol today, and let's get started! Your path to a successful career in Network Engineering begins with us. CPD 100 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Network Engineering Course is suitable for: Beginners with no prior programming experience who are looking to enter the world of coding. Intermediate programmers who wish to expand their skills and explore Network Engineering's extensive usage. IT professionals seeking to diversify their skill sets and stay relevant in today's tech-driven market. Data analysts and scientists who want to leverage Network Engineering's powerful libraries for their data processing needs. Students and recent graduates looking to enhance their employability in the thriving tech industry. Entrepreneurs who wish to understand and utilise Network Engineering to automate tasks and analyse data for their businesses. Anyone with a keen interest in Network Engineering and a desire to delve into its applications in diverse fields like web development, data science, machine learning, and more. Requirements No experience required. Just enrol & start learning. Career path Network Engineer: £30,000 - £70,000 annually Network Security Analyst: £35,000 - £85,000 annually Cloud Solutions Architect: £40,000 - £100,000 annually IT Support Specialist: £25,000 - £55,000 annually Cyber Security Consultant: £40,000 - £90,000 annually Systems Administrator: £30,000 - £75,000 annually Penetration Tester: £35,000 - £95,000 annually Certificates CPD Accredited e-Certificate Digital certificate - Included CPD Accredited Framed (Hardcopy) Certificate Hard copy certificate - Included Enrolment Letter Digital certificate - Included QLS Endorsed Hard Copy Certificate Hard copy certificate - Included Student ID Card Digital certificate - Included

Earn up to 75k as a 'IT Technician' or Your 100% Money Back Thinking about a career in IT? The UK tech sector is booming, with over 2 million IT professionals employed and a projected growth of 12% in the next five years! The average IT Technician salary is £35,000, making it a lucrative and rewarding career choice. But where do you start? Our IT Technician Courses Including Job Opportunity Programme is here to guide you all the way until you get the job you want. Our IT Technician Courses Including Job Opportunity Programme is your all-in-one solution to learn from scratch and also secure a job in this exciting industry. With our unique blend of comprehensive courses and career support, your dream job is within reach. We understand the challenges of transitioning into a new field, which is why our program is tailored to guide you every step of the way - from mastering core skills to landing your first job as a IT technician. By choosing our IT Technician Courses Including Job Opportunity Programme, you're not just gaining skills; you're gaining a lifelong career partner. Our mission is simple - to be your trusted partner every step of the way, from training to employment. In addition to teaching you the technical skills you need, we will also provide you with career mentoring and support. We will help you build your resume, prepare for interviews, and land your dream job. We also have partnerships with many companies that are hiring Programmers, so we can help you get your foot in the door. If you are not happy with our service, we also offer a 100% money-back guarantee. So what are you waiting for? Enrol in our IT Technician Courses Including Job Opportunity today and start your journey to becoming a successful IT Technician! Why Choose Us? So, what sets us apart from other programs? Let's dive into the exceptional benefits you'll experience when you join our Certified IT Technician Courses: Personalised Guidance: We believe in the power of individual attention. Our experienced mentors will provide one-on-one counselling sessions tailored to your specific needs. Whether you're a beginner or have some IT experience, we will guide you towards honing your skills and developing a strong foundation in IT. One-On-One Consultation: Gain invaluable insights and guidance from seasoned professionals who have thrived in the IT Technician field. Our consultation sessions provide you with insider tips, tricks, and advice, empowering you to navigate the industry with confidence and expertise. Extensive Job Opportunities: We have established partnerships with numerous companies actively seeking Certified IT Technicians. Through our network, we'll connect you with exclusive job openings that are not easily accessible elsewhere. Interview Preparation: No more stress over unexpected interview questions. We provide you with access to a comprehensive database of potential interview questions curated over years of industry experience. Walk into your interviews confident, well-prepared, and ready to impress. Courses we will provide once you enrol in the program: Course 01: IT Technician Course 02: Functional Skills IT Course 03: Data Center Training Essentials: General Introduction Course 04: Understanding Data Protection and Data Security Course 05: CompTIA Network Course 06: CompTIA IT Fundamentals ITF+ (FCO-U61) Course 07: CompTIA A+ (220-1001) Course 08: CompTIA A+ (220-1002) Course 09: CompTIA Network+ Certification (N10-007) Course 10: CompTIA Security+ (SY0-601) Course 11: Cloud Computing / CompTIA Cloud+ (CV0-002) Course 12: CompTIA CySA+ Cybersecurity Analyst (CS0-002) Course 13: CompTIA PenTest+ (Ethical Hacking) Course 14: Secure Programming of Web Applications Course 15: Document Control Course 16: Information Management Course 17: Cyber Security Law Course 18: Cyber Security Incident Handling and Incident Response How Can We Offer Job Guarantees? HF Online provides consultancy, professional and educational services to many of the companies in the UK. During our intense exclusive training program, you will not just gain and complete the industry valuable certification but will gain industry experience as well, which is imperative to get your 1st job in the sector. The is completed in 9 easy steps: Step 1: Enrol in the Programme Begin your exciting journey with us by enrolling in the IT Technician Courses. Complete your registration and make a secure online payment. Remember, we offer a 14-day money-back guarantee if you're not completely satisfied. After you enrol in the Program, you will get lifetime access to 18 Premium Courses related to T Technician. These courses will teach you the knowledge and skills required to become a successful T Technician. Our customer service team will help you and keep in contact with you every step of the way. So you won't have to worry about a thing! Step 2: Initial One-On-One Counselling Session Once enrolled, you will be paired with a dedicated career mentor. Schedule your first one-on-one session to discuss your career aspirations, skills, experience, and any areas for potential growth. This conversation will shape your learning and development path. Step 3 - Certification upon Course Completion After learning from the courses, you must obtain certificates for each course. There will be exams for every course, and you have to pass them to get your certificate. To pass successfully, you must get 90% marks. Once you pass the exams, you will receive hardcopy certificates. These certificates will prove that you're an expert in the subject. Step 4: CV Revamping Our team of professionals will build you a compelling CV and LinkedIn profile. We'll ensure it presents your skills and qualifications effectively and is tailored to the needs and expectations of the programming/development industry. With these powerful tools in hand, you'll be fully prepared to tackle job interviews confidently. Step 5: Building Network and Submitting CV We understand the power of casting a wide net. We'll strategically submit your CV to various platforms and networks, expanding your reach and connecting you with valuable opportunities that align with your career goals. We will also make connections with many high-profile individuals and companies through your LinkedIn profile. Step 6: Interview Preparation With your CV ready, we'll move on to interview preparation. Gain exclusive access to our database of potential interview questions. Through simulated interviews with your mentor, you'll practice your responses and receive valuable feedback to further refine your skills. Step 7: Securing Job Interviews Leveraging our partnerships with leading companies, we'll secure job interviews for you. We'll ensure you get the opportunity to showcase your skills to potential employers and get the dream job you want. Step 8: Post-Interview Support Post-interview, we'll provide a debriefing session to reflect on your performance and identify areas of improvement for future interviews if necessary. Remember, our commitment extends until you land your dream job. Step 9: Celebrate Your New Job! Once you've secured your dream job in IT , it's time to celebrate! However, our support doesn't end there. We'll provide you with ongoing career advice to ensure you continue to thrive in your new role. We're excited to accompany you on this journey to success. Enrol today, and let's get started! Your path to a successful career as an IT Technician begins with us. CPD 100 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This IT Technician Course Including the Job Opportunity Course is suitable for: Beginners with no prior programming experience who are looking to enter the world of coding. Intermediate programmers who wish to expand their skills and explore IT's extensive usage. IT professionals are seeking to diversify their skill sets and stay relevant in today's tech-driven market. Data analysts and scientists who want to leverage IT's powerful libraries for their data processing needs. Students and recent graduates are looking to enhance their employability in the thriving tech industry. Entrepreneurs who wish to understand and utilise IT to automate tasks and analyse data for their businesses. Anyone with a keen interest in IT and a desire to delve into its applications in diverse fields like web development, data science, machine learning, and more. Requirements No experience required. Just enrol & start learning. Career path IT Technician: £20,000 - £50,000 annually Network Administrator: £25,000 - £70,000 annually Cyber Security Analyst: £35,000 - £85,000 annually Data Center Technician: £30,000 - £75,000 annually Cloud Solutions Architect: £40,000 - £100,000 annually Ethical Hacker/Penetration Tester: £35,000 - £90,000 annually Information Security Manager: £45,000 - £110,000 annually Certificates CPD Accredited e-Certificate Digital certificate - Included CPD Accredited Framed (Hardcopy) Certificate Hard copy certificate - Included Enrolment Letter Digital certificate - Included QLS Endorsed Hard Copy Certificate Hard copy certificate - Included Student ID Card Digital certificate - Included

In these programmes you will learn: -to assemble our predesigned kits -to use computer software to customise our designs -to use computer software to design your own stuff -to make your own designs using the laser cutter -to finish your products to make quality artefacts suitable for purpose. -to use workshop tools, machines and processes safely as our facilities allow.

Enhance your skills in child care with our all-encompassing bundle of 8 courses, titled: Child Care (Child Development, Psychology, Child Protection). This remarkable bundle encompasses 3 QLS endorsed courses: Child Development, Child Psychology Diploma, and Child Protection, each featuring a hardcopy certificate as proof of your expertise. The bundle also features 5 relevant CPD QS accredited courses: Advanced Safeguarding Children, Domestic Violence and Abuse Awareness, Child Neglect Awareness, Child Attachment, and Mental Health Nursing. Deepen your theoretical understanding of Child Care, with a focus on Child Development and Psychology, and gain the tools necessary to ensure Child Protection. Embrace the opportunity to amplify your knowledge with this indispensable collection of theoretical courses. Key Features of the Child Care (Child Development, Psychology, Child Protection) Bundle: 3 QLS-Endorsed Courses: We proudly offer 3 QLS-endorsed courses within our Child Care (Child Development, Psychology, Child Protection) bundle, providing you with industry-recognized qualifications. Plus, you'll receive a free hardcopy certificate for each of these courses. QLS Course 01: Child Development QLS Course 02: Child Psychology Diploma QLS Course 03: Child Protection 5 CPD QS Accredited Courses: Additionally, our bundle includes 5 relevant CPD QS accredited courses, ensuring that you stay up-to-date with the latest industry standards and practices. Course 01: Advanced Safeguarding Children (Level 2 Safeguarding) Course 02: Domestic Violence and Abuse Awareness Diploma Course 03: Child Neglect Awareness Certificate Course Course 04: Child Attachment Diploma Course 05: Mental Health Nursing In Addition, you'll get Five Career Boosting Courses absolutely FREE with this Bundle. Course 01: Professional CV Writing Course 02: Job Search Skills Course 03: Self-Esteem & Confidence Building Course 04: Professional Diploma in Stress Management Course 05: Complete Communication Skills Master Class Convenient Online Learning: Our Child Care (Child Development, Psychology, Child Protection) courses are accessible online, allowing you to learn at your own pace and from the comfort of your own home. Learning Outcomes: Understand the key concepts of Child Development and Child Psychology. Gain knowledge about Child Protection methods and strategies. Learn Advanced Safeguarding Children techniques. Understand the effects and implications of Domestic Violence and Child Abuse. Develop an awareness of Child Neglect. Understand the fundamentals of Child Attachment. Gain insight into Mental Health Nursing with a focus on children. This comprehensive bundle covers the pivotal aspects of child care, with a focus on Child Development, Psychology, and Protection. By understanding these core components, you can establish a robust theoretical foundation applicable in various childcare roles. The additional CPD QS accredited courses supplement this foundation by exploring Advanced Safeguarding Children, Domestic Violence and Abuse Awareness, Child Neglect, Child Attachment, and Mental Health Nursing. The benefits of undertaking these courses range from heightened awareness and understanding to the ability to provide better care for children in different situations. CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals interested in child care, child psychology, and child protection. Professionals working in the child care sector aiming to expand their knowledge base. Aspiring mental health nurses with a focus on child care. Individuals seeking to understand the impact of domestic violence and child neglect. Career path Childcare Worker: £15,000 - £22,000 per annum Child Psychologist: £30,000 - £50,000 per annum Child Protection Officer: £27,000 - £40,000 per annum Domestic Violence Support Worker: £20,000 - £30,000 per annum Child Mental Health Nurse: £25,000 - £40,000 per annum Family Support Worker: £20,000 - £35,000 per annum Certificates Digital certificate Digital certificate - Included Hard copy certificate Hard copy certificate - Included

Course Description Training will cover detailed anatomy and physiology of the lymphatic and associated vascular system, pathology of lymphoedema and chronic oedema and the different stages and types of lymphoedema. Please note: Your training will be delivered through a blended learning format. With our blended learning format, you will have the opportunity to complete the theoretical components of your training at your own pace. In addition to the online learning, we offer clinical skills training on scheduled workshop dates. This hands-on training will allow you to put your theoretical knowledge into practice and develop the necessary skills to excel in your field. Our experienced instructors will guide you through each step of the training, ensuring that you are fully prepared and confident in your abilities. Once you have completed your clinical skills training, you will receive your certification, validating your skills and knowledge. Please note price includes VAT Our Comprehensive Lymphoedema Training Course  Course Summary Join us on our blended learning training programme especially designed for certified healthcare professionals working within clinical settings.   By the end of the course, you will have a thorough understanding of the anatomy and physiology of the lymphatic system, enabling you to holistically assess and diagnose a patient with lymphoedema. You will be able to design and implement an appropriate research and evidence based individualised management strategy selecting from a range of therapies and new innovations. You will be competent in the field of Decongestive Lymphatic Therapy including Multi Component Bandaging (MCB) and the latest knowledge and research in Fluoroscopy Guided - Manual Lymphatic Drainage (FG-MLD®) Entry Requirements This training is suitable for: All certified healthcare professionals. Such as Medics, Registered General Nurses, Physiotherapists, Radiographers, Occupational therapists, Osteopaths and Chiropractors Learning Format Your course is made up of a blended learning format meaning your content and modules will be taught via live interactive webinars, through self-guided independent study and face to face clinical skills workshops. So, whether you're learning style is social, solitary, visual, kinesthetic, auditory or a combination we have a learning style to help you get the best out of the course. We hope that you make the most out of the tools that are available to you throughout the course but don't worry if you are not the most "tech-savvy", we have real people on hand to help you every step of the way. Assessment Criteria All students will undergo a series of course specific formative & summative assessments. Throughout the course you will be assessed through observation of practical tasks, written assessments, assignments, research and online tests. Course Contents You will gain knowledge, skills and techniques in: Compression Exercise Skincare & Wound Healing Garments Multi-Component Bandaging Assessment & Treatment of Oedema Anatomy & Pathways of the Upper & Lower Limb FG-MLD® Technique Tissue Dielectric Constant Head & Neck, Midline & Genital Oedema.   Training will also cover innovations and consideration for clinical practice. Course Inclusions As part of your training pack, LTA will provide all training support materials required to undertake the course.   Such as but not limited to: Corporate Sponsored Bandaging Pack LymphBalls™ Latest LTA Research & Development articles Lymphoedema supporting literature Access to in-house LTA training & demonstration videos Learning management platform (CANVAS) profile & course content Snacks & Refreshments throughout your practical skills workshops Dedicated support from the LTA training team Course Certification The benefits of an LTA certification means you can; Display FG-MLD® Certified and LTA Cert. logo on your marketing material Write LTA Cert. after your name Wear your qualification badge Practice MLD to further enhance outcomes Use an innovative technique and ensure effective treatment programmes Receive training and support from Jane Wigg & Team Access the latest developments in Lymphoedema care Have access to a private FG-MLD® Therapist FB Page Recertification To maintain your LTA Therapist Certification, a 2-day recertification is required after 12 months after your initial training, and you will be required to attend a 1-day recertification every 2 years thereafter to maintain your certification of practice.

Magnolia flower art class painting larger scale flowers using impressionist techniques in acrylic paint.

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

Level 2 & 3 Endorsed Training | FREE QLS Hard Copy Certificate | FREE 5 CPD Courses | Lifetime Access