5012 Sciences courses in Cardiff delivered Online

Are you ready to embark on an enlightening journey of wisdom with the Operations Manager 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 - Operations Manager. Delve into eight immersive CPD Accredited courses, each a standalone course: Operations Management Management Skills for New Managers Project Management Operations Management: Enterprise Resource Planning Operations Management: Process Mapping & Supply Chain Operations Management: Resource & Workout Layout Xero Projects & Job Costing Corporate & Strategic Communication Skills for Managers Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Operations Manager bundle illuminate your path to wisdom. The Operations Manager 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 Operations Manager 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 Operations Manager 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 Operations Manager community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Operations Manager bundle. Establish robust bases across each course nestled within the Operations Manager bundle. Decipher intricate concepts through the articulate content of the Operations Manager 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 Operations Manager 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 Operations Manager 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 Operations Manager bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Operations Manager 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 Operations Manager bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Operations Manager 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? 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 Operations Manager 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 Operations Manager bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99

Are you ready to embark on an enlightening journey of wisdom with the Data and Web Analytics 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 - Data and Web Analytics CPD Certificate. Delve into eight immersive CPD Accredited courses, each a standalone course: Data Analytics HTML Web Development Crash Course SQL for Data Science, Data Analytics and Data Visualization Google Data Studio: Data Analytics Introduction to Data Analytics with Tableau Big Data Analytics with PySpark Power BI and MongoDB Big Data Analytics with PySpark Tableau Desktop and MongoDB Data Analysis and Forecasting in Excel Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Data and Web Analytics CPD Certificate bundle illuminate your path to wisdom. The Data and Web Analytics CPD Certificate 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 Data and Web Analytics CPD Certificate 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 Data and Web Analytics 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 Data and Web Analytics CPD Certificate community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Data and Web Analytics bundle. Establish robust bases across each course nestled within the Data and Web Analytics bundle. Decipher intricate concepts through the articulate content of the Data and Web Analytics 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 Data and Web Analytics 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 Data and Web Analytics 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 Data and Web Analytics bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Data and Web Analytics 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 Data and Web Analytics bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Data and Web Analytics 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? 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 Data and Web Analytics 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 Data and Web Analytics bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99

Uncover the power of Forensic Accounting with AML, KYC & Financial Advisor and gain a competitive edge in the UK's evolving financial landscape. In a region where financial irregularities are rising, staying informed is paramount. This Forensic Accounting with AML, KYC & Financial Advisor bundle equips you to detect and prevent fraudulent activities, addressing the pressing need for financial integrity. Explore courses like combating money laundering, optimising personal cash flow, and mastering financial analysis. Become a reliable Financial Advisor, adept in guiding individuals through fiscal complexities. Navigate economic challenges with insights into Corporate Finance, ensuring profitability even during downturns. Learn the nuances of Capital Budgeting and make informed investment decisions. Stay ahead of tax regulations with a comprehensive understanding of Tax Accounting The Eight CPD Accredited courses that the bundle includes are: Course 1: Forensic Accounting Course Course 2: Anti-Money Laundering (AML) Training Course 3: Know Your Customer (KYC) Course 4: Financial Advisor Course 5: Financial Analysis Course 6: Corporate Finance: Profitability in a Financial Downturn Course 7: Capital Budgeting & Investment Decision Rules Course 8: Tax Accounting Learning Outcomes Uncover financial discrepancies and fraud adeptly. Master anti-money laundering techniques and compliance. Manage personal finances and promote well-being. Expertly analyse financial data and trends. Navigate economic challenges with confidence. Evaluate opportunities for optimal returns. Immerse yourself in the dynamic world of Forensic Accounting with AML, KYC & Financial Advisor through our comprehensive bundle. In an era where financial integrity is paramount, cultivating expertise to decipher complexities and safeguard economic systems is essential. Unveil the art of Forensic Accounting with AML, KYC & Financial Advisor as you adeptly expose fraudulent activities and irregularities. This Forensic Accounting with AML, KYC & Financial Advisor bundle offers a holistic grasp of modern finance, from mastering anti-money laundering strategies in the AML Training to ensuring personal financial stability via efficient cash flow management in the Financial Wellness course. Navigate diverse aspects of financial prowess with courses such as becoming a seasoned Financial Advisor, adeptly guiding individuals through intricate fiscal landscapes. Develop the insight to astutely analyse financial data astutely, offering insightful recommendations through Financial Analysis. Gain proficiency in navigating economic uncertainties with the Corporate Finance module, ensuring business profitability even during downturns. Equip yourself for astute investment choices through Capital Budgeting & Investment Decision Rules, maximising returns while minimising risks. Stay ahead of tax regulations with comprehensive insights into Tax Accounting, further enhancing your financial acumen. This bundle is meticulously curated to empower you with a skill set extending beyond Forensic Accounting with AML, KYC & Financial Advisor's realm, delivering tools to excel in investigations and thrive in today's dynamic financial landscape. Whether an aspiring financial expert or a seasoned professional, this bundle readies you to harness the prowess of Forensic Accounting with AML, KYC & Financial Advisor in all dimensions. Embrace the power of knowledge, propelling your financial career forward with our comprehensive Forensic Accounting with AML, KYC & Financial Advisor bundle. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring Forensic Accountants Financial Professionals Financial Advisors Business Decision-Makers Finance Students Compliance and Risk Officers Career path Forensic Accountant AML Specialist Financial Advisor Financial Analyst Corporate Financial Manager Investment Analyst Tax Accountant Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript: £9.99

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Legionella and Legionnaires' Disease Awareness Training Do you care about spreading awareness about Legionnaires' disease and Legionella? You will learn everything you ought to know about legionella as a duty holder in this Legionella and Legionnaires' Disease Awareness Training Course. You will learn how to control and prevent legionella from invading your workplace from the five modules of the Legionella and Legionnaires' Disease Awareness Training Course. This Legionella and Legionnaires' Disease Awareness Training Course might help you better comprehend the relevant laws. You will discover where legionella can be located, as well as the warning signs and symptoms, during this Legionella and Legionnaires' Disease Awareness Training Course. You will comprehend legionella and legionnaires' illness better after completing this Legionella and Legionnaires' Disease Awareness Training Course. Participate in our Legionella and Legionnaires' Disease Awareness Training Course course to avoid getting Legionnaires' illness and spreading it to others. Learning Objectives After completing this Legionella and Legionnaires' Disease Awareness Training Course, the learner will be able to: Understand what Legionella and its symptoms and treatment are. Know the legal responsibilities. Gain a thorough understanding of hazardous environments. Understand legionella risk assessment. Know how to control the risks. Main Course: Legionella and Legionnaires' Disease Awareness Training Course Along with The Legionella Awareness: Legionella Awareness Course, We Offer a free ADHD Awareness course Along with The Legionella Awareness: Legionella Awarenessv Course, We Offer a free Drug and Alcohol Awareness Course Special Offers of this Legionella Awareness Course This Legionella Awareness Course includes a FREE PDF Certificate. Lifetime access to this Legionella Awareness Course Instant access to this Legionella Awareness Course Get FREE Tutor Support to this Legionella Awareness Course Legionella and Legionnaires' Disease Awareness Training All the information you require to understand legionella as a duty holder will be covered in this training course on Legionella and Legionnaires Disease Awareness. You'll get a better grasp of the relevant laws and discover how to manage and stop legionella from getting into your place of business. Who is this course for? Legionella Awareness Training Taking the Legionella and Legionnaires' Disease Awareness Training Course can open up a number of professional options, such as: Legionella Risk Assessor Water Hygiene Technician Facilities Manager Environmental Health Officer Health and Safety Consultant Requirements Legionella Awareness Training To enrol in this Legionella & Legionnaires Awareness Course, students must fulfil the following requirements. To join in our Legionella Awareness Course, you must have a strong command of the English language. To successfully complete our Legionella Awareness Course, you must be vivacious and self driven. To complete our Legionella Awareness Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Legionella Awareness Course. Career path Legionella Awareness Training Legionella and Legionnaires' Disease Awareness Training Course will help you to get a job in this relevant field.

Overview Join our Psychiatry course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Psychiatry course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Psychiatry course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! Previous Next You Will Learn Following Things: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers everything you must know to stand against the tough competition. The future is truly yours to seize with this Psychiatry. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-to-one support from a dedicated tutor throughout your course. Study online - whenever and wherever you want. Instant Digital/ PDF certificate 100% money back guarantee 12 months access This course covers everything you must know to stand against the tough competition. The future is truly yours to seize with this Psychiatry. Enrol today and complete the course to achieve a certificate that can change your career forever. Process of Evaluation Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo. Certificate of Achievement After completing the Psychiatry course, you will receive your CPD-accredited Digital/PDF Certificate for £5.99. To get the hardcopy certificate for £12.99, you must also pay the shipping charge of just £3.99 (UK) and £10.99 (International). Who Is This Course for? This Psychiatry is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements There is no prerequisite to enrol in this course. You don't need any educational qualification or experience to enrol in the Psychiatry course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career path The certification and skills you get from this Psychiatry Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Module 1: Introduction to Mental Health Introduction to Mental Health 00:23:00 Module 2: Mental Health and Disorder Mental Health and Disorder 00:18:00 Module 3: Psychiatry Training Psychiatry Training 00:24:00 Module 4: Reasons and Outcomes of Psychiatric Disorder Reasons and Outcomes of Psychiatric Disorder 00:29:00 Module 5: Psychiatric Disorder in Children, Adolescents and Adults Psychiatric Disorder in Children, Adolescents and Adults 00:22:00 Module 6: Common Psychiatric Disorders Common Psychiatric Disorders 00:28:00 Module 7: Stress and Anxiety Disorder Stress and Anxiety Disorder 00:22:00 Module 8: Personality Disorder Personality Disorder 00:28:00 Module 9: Schizophrenia Schizophrenia 00:23:00 Module 10: Treatment Methods Treatment Methods 00:32:00 Module 11: Providing Mental Health Support Providing Mental Health Support 00:18:00 Module 12: Legislations about Mental Health Legislations about Mental Health 00:25:00 Assignment Assignment - Psychiatry 00:00:00

Test-Driven Development - A Stunningly Quick Introduction "The job of QA is not just to do testing it's to build quality in.How often have you heard that sentence? And how often has it been followed up with solid practices for actually building quality in? Test-Driven Development (TDD) is one of the foundational practices of high-quality product development. Popularized nearly 20 years ago, TDD is an important skill for high-quality software development. If you want it to be easier to build high-quality code, then you need to understand TDD. In this hands-on session, we'll learn by doing. Richard will facilitate a coding dojo, a safe place to learn and practice the skills of test-driven development. We'll mob-program together on a coding kata - an easy programming problem - to learn TDD, refactoring, clean code, code smells, and more - all in the pursuit of technical agility, business agility, and a great product that people love. To follow along, bring your laptop and development environment. You'll leave with an introduction to solid new skills, including: Test-driven development (TDD) Extreme Programming (XP) Refactoring and refactoring patterns Code smells Mob programming

Overview of Data Science & Machine Learning with Python Join our Data Science & Machine Learning with Python course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Data Science & Machine Learning with Python course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Data Science & Machine Learning with Python course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Data Science & Machine Learning with Python Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Data Science & Machine Learning with Python. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Data Science & Machine Learning with Python course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Data Science & Machine Learning with Python is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Data Science & Machine Learning with Python course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Data Science & Machine Learning with Python Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:04:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using NumPy 00:04:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:06:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Data Science & Machine Learning with Python 00:00:00

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