82 Sciences courses about Learning in Belfast delivered Online

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

The Healthcare Assistant course, endorsed by QLS at Level 5, offers an in-depth study designed to enhance knowledge and understanding essential for supporting health and social care environments. This structured programme covers key areas including infection control, medicine administration, GDPR regulations, and end-of-life care, all tailored to meet the demands of today’s healthcare sector. Each module is carefully developed to provide learners with clear, relevant information that can be applied confidently within care settings. Delivered entirely online, this course suits those seeking to progress their career without the need to attend in-person sessions. The curriculum emphasises vital principles such as safe medicine handling and respect for patient confidentiality under GDPR, while also addressing sensitive topics like end-of-life care with dignity and respect. This balanced approach ensures learners gain a well-rounded understanding, supporting their role in delivering respectful and effective care with professionalism. Our Healthcare Assistant course is endorsed by the Quality Licence Scheme - QLS, ensuring you acquire new skills and enhance your professional development. Healthcare Assistant QLS Bundle Includes the following Courses Course 01: Diploma in Healthcare Assistant at QLS Level 5 Course 02: Infection Control for Healthcare Course 03: Control and Administration of Medicines Course 04: Healthcare GDPR Course 05: End of Life Car Key Features of Healthcare Assistant Eligibility for QLS endorsed certificate upon successful completion of the Healthcare Assistant course Free CPD Accredited Course Fully online, interactive Healthcare Assistant course with audio voiceover Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases To become successful in your profession, you must have a specific set of skills to succeed in today's competitive world. In this in-depth Healthcare Assistanttraining course, you will develop the most in-demand skills to kickstart your career, as well as upgrade your existing knowledge & skills. Assessment At the end of the Healthcare Assistant course, we will provide assignment and quizzes. For each test, the pass mark will be set to 60%. Accreditation This Healthcare Assistant course is QLS - Quality Licence Scheme Endorsed and CPD Certified, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certification CPD Certified: Once you've successfully completed your Healthcare Assistant course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). QLS Endorsed:After successfully completing the Healthcare Assistant course, learners will be able to order an endorsed certificate, titled: [Diploma in Healthcare Assistant at QLS Level 5], as proof of their achievement. This certificate of achievement endorsed by the Quality Licence Scheme. CPD 60 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is ideal for all employees or anyone who genuinely wishes to learn more about Healthcare Assistant basics. Requirements No prior degree or experience is required to enrol in this Healthcare Assistant course. Career path This Healthcare Assistant Course will help you to explore avariety of career paths in the related industry. Certificates Digital certificate Digital certificate - Included Hardcopy Certificate Hard copy certificate - Included Hardcopy Certificate (UK Delivery): For those who wish to have a physical token of their achievement, we offer a high-quality, printed certificate. This hardcopy certificate is also provided free of charge. However, please note that delivery fees apply. If your shipping address is within the United Kingdom, the delivery fee will be only £3.99. Hardcopy Certificate (International Delivery): For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10.

Embarking on the captivating realm of medical coding, our 'Diploma in Learn Medical Coding Using 3M Software at QLS Level 4' course unveils a comprehensive guide tailored just for you. Let the mystique of 3M unfurl as we delve into its vast capabilities, simplifying intricate medical coding nuances. Whether you're deciphering ICD codes or tinkering with DRG changes, this course is the bridge between you and cutting-edge 3M proficiency. Learning Outcomes Mastery over the introductory facets of the 3M software. Expertise in assigning precise ICD codes utilising 3M. Competence in defining combination codes seamlessly. Understand the intricate dynamics of DRG changes concerning diagnosis or procedure amendments. Gain in-depth knowledge of real-time medical coding scenarios using 3M. Why choose this Diploma in Learn Medical Coding Using 3M Software at QLS Level 4 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this Diploma in Learn Medical Coding Using 3M Software at QLS Level 4 course for? Medical professionals venturing into advanced coding methodologies. Health informatics enthusiasts eager to master a premier tool. Aspiring medical coders aiming for industry-standard proficiency. Healthcare administrators keen on streamlining coding processes. Medical billing professionals seeking to enhance accuracy in claims. Career path Medical Coder: £25,000 - £30,000 Health Information Technician: £20,000 - £26,000 Medical Billing Specialist: £22,000 - £28,000 Health Informatics Specialist: £30,000 - £40,000 Medical Records Technician: £19,000 - £24,000 Clinical Data Analyst: £28,000 - £35,000 Prerequisites This Diploma in Learn Medical Coding Using 3M Software at QLS Level 4 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Diploma in Learn Medical Coding Using 3M Software at QLS Level 4 was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £95 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum 3M Introduction 3M Introduction 00:07:00 Basic 3M Usage Tabs File View and Option 00:11:00 Reference Tab in 3M Software 00:14:00 Reference usage with Addition Tips and shortcut 00:03:00 How to Assign ICD Codes using 3M How to Assign ICD Codes using 3M 00:08:00 How to assign Combination codes How to assign Combination codes Using 3M HTN, CKD, CHF 00:06:00 Digestive System Gastritis Duodenitis 00:13:00 How to Code Otitis Conditions 00:05:00 Obesity and Malnutrition with Tip BMI usage 00:12:00 Combinations with Sleep Apnea 00:05:00 DM Complications 00:11:00 CAD and related combinations using 3M 00:18:00 How to code COPD Bronchitis Pneumonia and Cystic fibrosis 00:18:00 How DRG changes while we change Diagnosis or Procedure using 3M How DRG changes while we change Diagnosis or Procedure using 3M 00:08:00 Assignment Assignment - Diploma in Learn Medical Coding Using 3M Software at QLS Level 4 04:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

Level 7 QLS Endorsed + CPD QS Accredited - Dual Certification | Instant Access | 24/7 Tutor Support

Are you ready to embark on an enlightening journey of wisdom with the Line Management 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 - Line Management: Delegation, Recruitment & Team Management. Delve into eight immersive CPD Accredited courses, each a standalone course: Course 01: Line Management Course 02: Delegation Skills Course 03: UK Employment Law Course 04: Team Management Level 5 Course 05: Leadership and Management Course Course 06: Operations Management Course 07: Safer Recruitment Training Course 08: Effective Communication Skills Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Line Management: Delegation, Recruitment & Team Management bundle illuminate your path to wisdom. The Line Management: Delegation, Recruitment & Team Management bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight 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 Line Management: Delegation, Recruitment & Team Management 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 Line Management 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 Line Management: Delegation, Recruitment & Team Management community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Line Management bundle. Establish robust bases across each course nestled within the Line Management bundle. Decipher intricate concepts through the articulate content of the Line Management 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 Line Management 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 Line Management 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 Line Management bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Line Management 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 Line Management bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Line Management 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? This Line Management: Delegation, Recruitment & Team Management course is perfect for: 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. Career path Armed with the Line Management 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 Line Management bundle lays a solid groundwork. Certificates CPD Accredited Certificate Digital certificate - Included CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript: £9.99

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

The Healthcare Assistant: QLS Endorsed Course is designed to equip learners with essential knowledge and understanding required to support healthcare settings effectively. This online programme covers key areas such as patient care fundamentals, infection prevention, and safe medication administration, all structured to meet high standards of quality and safety. Delivered entirely online, the course allows flexible learning while maintaining a focus on theoretical knowledge critical to the healthcare sector. This bundle includes a Diploma in Healthcare Assistant at QLS Level 5, alongside specialist modules on Infection Control and the Control and Administration of Medicines. Each element is tailored to build confidence and deepen insight into vital healthcare processes. Whether you are looking to enhance your career prospects or develop your understanding of healthcare duties, this course offers an accessible route to gain recognised qualifications without the need for any physical attendance. Our Healthcare Assistant course is endorsed by the Quality Licence Scheme - QLS, ensuring you acquire new skills and enhance your professional development. Healthcare Assistant QLS Bundle Includes the following Courses Course 01: Diploma in Healthcare Assistant at QLS Level 5 Course 02: Infection Control for Healthcare Course 03: Control and Administration of Medicines Key Features of Healthcare Assistant Eligibility for QLS endorsed certificate upon successful completion of the Healthcare Assistant course Free CPD Accredited Course Fully online, interactive Healthcare Assistant course with audio voiceover Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases To become successful in your profession, you must have a specific set of skills to succeed in today's competitive world. In this in-depth Healthcare Assistanttraining course, you will develop the most in-demand skills to kickstart your career, as well as upgrade your existing knowledge & skills. Assessment At the end of the Healthcare Assistant course, we will provide assignment and quizzes. For each test, the pass mark will be set to 60%. Accreditation This Healthcare Assistant course is QLS - Quality Licence Scheme Endorsed and CPD Certified, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certification CPD Certified: Once you've successfully completed your Healthcare Assistant course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). QLS Endorsed:After successfully completing the Healthcare Assistant course, learners will be able to order an endorsed certificate, titled: [Diploma in Healthcare Assistant at QLS Level 5], as proof of their achievement. This certificate of achievement endorsed by the Quality Licence Scheme. CPD 30 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is ideal for all employees or anyone who genuinely wishes to learn more about Healthcare Assistant basics. Requirements No prior degree or experience is required to enrol in this Healthcare Assistant course. Career path This Healthcare Assistant Course will help you to explore avariety of career paths in the related industry. Certificates Digital certificate Digital certificate - Included Hardcopy Certificate Hard copy certificate - Included Hardcopy Certificate (UK Delivery): For those who wish to have a physical token of their achievement, we offer a high-quality, printed certificate. This hardcopy certificate is also provided free of charge. However, please note that delivery fees apply. If your shipping address is within the United Kingdom, the delivery fee will be only £3.99. Hardcopy Certificate (International Delivery): For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10.

Develop your Children's Social Behaviour in an easy and convenient way Is your child awkward when it comes to social interaction? If you are finding it hard to manage your kid in social places then consider this course as it will teach you how to manage your child better in front of everyone. Child Development: Behavioural Training and Management is a very useful course for parents looking for a solution regarding their children's behaviour. Social understandings and behaviours are closely interwoven with emotions, temperament, values, attitudes, knowledge and skills. Social capacity develops as children interact with supportive, stimulating, safe people and places. Tuning in, listening and watching closely can help adults to understand what might be giving rise to a child's behaviour. Social competence is about the ability to recognise, interpret and respond to social situations in ways that society sees as appropriate. Behaviour can also be a good indicator of mental health status. Get this course and learn new ways to bring out your child's best behaviour in public. Throughout the course you can learn in multiple units on how children management is done. Course Highlights Child Development: Behavioural Training and Management is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Child Development: Behavioural Training and Management into 24 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 1 day hours and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Child Development: Behavioural Training and Management Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Child Development: Behavioural Training and Management is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Child Development: Behavioural Training and Management is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Child Development: Behavioural Training and Management The Three Modes of Management FREE 01:00:00 What Are Gentle Measures? FREE 01:00:00 There Must be Authority 01:00:00 Gentle Punishment Of Disobedience 01:00:00 The Philosophy of Punishment Action 01:00:00 Rewarding Obedience 01:00:00 The Art of Training Delivery 01:00:00 Methods Exemplified 01:00:00 Della and The Dolls 01:00:00 The Child With The Parent 01:00:00 The Parent With The Child 01:00:00 Difference Between Commendation and Encouragement 01:00:00 Faults of Immaturity 01:00:00 Activities for kids Early Learning 01:00:00 The Role of Imagination in Children`s development 01:00:00 Truth and Falsehood 01:00:00 Judgement and Reasoning 01:00:00 Wishes and Requests 01:00:00 Children`s Questions 01:00:00 The Use of Money 01:00:00 Corporal Punishment 01:00:00 Gratitude in Children 01:00:00 Religious Training 01:00:00 CONCLUSION 00:30:00 Mock Exam Mock Exam-Child Development: Behavioural Training and Management 00:20:00 Final Exam Final Exam-Child Development: Behavioural Training and Management 00:20:00

Overview This comprehensive course on Data Science & Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with Python 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 Data Science & Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with Python 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 2 sections • 90 lectures • 10:24:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:08:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:07:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00

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