24-Hour Knowledge Knockdown! Prices Reduced Like Never Before Ever dreamed of becoming the backbone of a successful organisation? Administrative professionals are crucial to 98% of UK businesses, with over 2.5 million employed across various industries. If you're looking for a rewarding and versatile career path, this PA, Office Skills & Administration bundle is your perfect starting point. Our meticulously crafted bundle aims to teach you about Admin, Secretarial & PA, and Office Administration & Skills, ensuring you are equipped with the highest level of administrative knowledge. Additionally, specialised courses in Hospitality Management for Receptionists, Effective Minute-Taking, and Meeting Management will refine your skills in specific, crucial areas of corporate administration. These courses share essential theoretical knowledge providing you with a robust skillset that meets the demands of modern businesses. This Executive PA, Office Skills & Administration Bundle Contains 5 of Our Premium Courses for One Discounted Price: Course 01: Advanced Diploma in Admin, Secretarial & PA at QLS Level 7 Course 02: Advanced Diploma in Office Administration & Skills at QLS Level 7 Course 03: Hospitality Management for Receptionist Course 04: Effective Minute-Taking Training Course 05: Meeting Management Learning Outcomes of PA, Office Skills & Administration Confidently handle scheduling, filing, correspondence, and more. Organise and manage effective meetings that achieve goals. Provide exceptional support to executives and teams. Understand and navigate compliance regulations in your field. Capture key information accurately and concisely. Build strong relationships and collaborate effectively. Advance your career by mastering the art of administration with our comprehensive training bundle. Whether you aim to climb the corporate ladder, enhance your current job performance, or secure a prestigious new position, our courses offer the expertise you need. Don't miss the opportunity to stand out in the job market. Enrol today and transform your professional future! Why Prefer this Course? Get a Free CPD Accredited Certificate upon completion of the course Get a Free Student ID Card with this training program (£10 postal charge will be applicable for international delivery) The course is Affordable and Simple to understand Get Lifetime Access to the course materials The training program comes with 24/7 Tutor Support Start your learning journey straight away! *** Course Curriculum *** Course 01: Advanced Diploma in Admin, Secretarial & PA at QLS Level 7 Module 01: Personal Assistant Module 02: Admin Support Module 03: Administrative Management Module 04: Organisational Skills Module 05: Telephone Etiquette Module 06: Business Writing Module 07: Time Management Module 08: Body Language And Effective Communication Module 09: Meeting Management Module 10: Excel Basics Module 11: PowerPoint Basic Course 02: Advanced Diploma in Office Administration & Skills at QLS Level 7 Module 01: Introduction to Office Administration Module 02: Skills of an Effective Administrator Module 03: Business Etiquette Module 04: Business Telephone Skills Module 05: Representing Your Boss and Company Module 06: Mail Services and Shipping Module 07: Travel Arrangements Module 08: Organising Meetings and Conferences Module 09: Time Management Module 10: Record Keeping and Filing Systems Module 11: Business Writing Skills Module 12: Organisational Skills Module 13: Communication Skills Module 14: Customer Service Module 15: Effective Planning and Scheduling Module 16: Invoicing Petty Cash Course 03: Office Admin and Receptionist Skills Module 01: Introduction To Reception And Receptionist Module 02: Business Telephone Skills Module 03: Representing Your Boss And Company Module 04: Mail Services And Shipping Module 05: Travel Arrangements Module 06: Organising Meeting And Conferences Module 07: Time Management Module 08: Record Keeping And Filing Systems Module 09: Business Writing Skills Module 10 :Organisational Skills Module 11: Communication Skills Module 12: Customer Service Module 13: Effective Planning And Scheduling Module 14: Invoicing/Petty Cash Module 15: Business Environment Module 16: Advanced MS Excel =========>>>>> And 2 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*5 = £65) CPD Hard Copy Certificate: Free (For The Title Course: Previously it was £29.99) CPD 240 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Aspiring Executive PAs Office Administrators Receptionists Secretarial Staff Career Changers Office Managers Note: This PA, Office Skills & Administration Bundle is not a regulated course. To qualify, you may choose any of the following: Level 1 Certificate in Business Administration Level 2 Certificate - Business Administration Level 2 Certificate in Principles of Business Administration (RQF) Level 2 Certificate in Principles of Business Administration (VRQ) Level 2 Certificate in Principles of Business and Administration (RQF) Level 3 Certificate in Principles of Business (RQF) Administration BTEC Business Level 2 Diploma in Business Administration Level 4 Diploma in Business Administration Level 6 Diploma in Business Administration Level 2 Diploma in Business Administration (RQF) Requirements You will not need any prior background or expertise to enrol on this PA, Office Skills & Administration Diploma Course. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Executive Personal Assistant - £35,000 Office Manager - £30,000 Senior Administrator - £28,000 Receptionist Team Leader - £25,000 Meeting and Events Coordinator - £24,000 Administrative Assistant - £22,000 Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - £29 If you are an international student, you will be required to pay an additional fee of 10 GBP for international delivery, and 4.99 GBP for delivery within the UK, for each certificate Advanced Diploma in Admin, Secretarial & PA at QLS Level 7 Hard copy certificate - £129 Please note that International students have to pay an additional £10 as a shipment fee.
Description: Safety procedures are the most important part of any organization's Safety Management System. This Workplace Safety Manual Developing Course provide consistency and when followed create a safety working environment and greater productivity due to less injury down time. Safety procedure writing is more difficult and time consuming than it at first appears. By this course you will get the foundation to start writing effective safety procedures. You will learn to develop a safety procedure template, write and revise step-by-step safety procedures, and much more related to this sector. So, if you want to develop your skills don't wait to join this course. Learning Outcomes: Devise a Safety Procedure Framework Improvise a flowchart to perform process activities with an accurate depiction Exploit the brainstorming so that you can gather the crucial information for a safety procedure creation Realise a range of procedure types including (Step-by-step, Playscript, The Decision Tree and Decision Tables) Learn how to write and review Step-by-Step safety procedures Impart communication contents for the safety procedures Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Workplace Safety Manual Developing Course is certified by CPD Qualifications Standards and CiQ. 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 background. Requirements Our Workplace Safety Manual Developing Course 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 After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Course Overview 00:05:00 Setting the Stage 00:15:00 Safety Procedures Basics 00:15:00 Flowcharting 00:30:00 Gathering Information 00:30:00 Procedure Writing 00:15:00 Honing the Draft Procedure 00:30:00 Some Other Methods 00:15:00 Mock Exam Mock Exam- Workplace Safety Manual Developing Course 00:20:00 Final Exam Final Exam- Workplace Safety Manual Developing Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Description: A staff retreat is important to maintain harmony in an office environment. It usually takes longer than two hours of staff meetings to get the work done. This Staff Retreating Certificate Course will help you change your approach towards your colleagues and help bolster your communication with them. In this course, you will learn about importance of discussing experiences in staff retreats, know the reasons, develop and present staff retreats relevant activities, evaluation questionnaire, checklist, etc. You will be able to garner knowledge which will help you increase productivity, efficiency and sales. Learning Outcomes: Analyse experience with staff retreats Get information for what staff retreats are operated Realise the chief staff retreat undertakings categories Improve as well as present retreat activities Figure out the critical components for success of a staff retreat Formulate a planning Learn how to apply the keys to running checklist for a staff retreat Enhance an assessment questionnaire Identify post-retreat activities that would assert the consistent success of your staff retreats Turn your top three take home ideas into reality for producing successful staff retreats Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Staff Retreating Certificate Course is certified by CPD Qualifications Standards and CiQ. 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 background. Requirements Our Staff Retreating Certificate Course 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 After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Course Overview 00:15:00 Staff Retreats 00:15:00 Types of Undertakings at a Staff Retreat 00:15:00 Designing a Staff Retreat 00:45:00 Running the Retreat 00:30:00 Post-Retreat 00:15:00 Mock Exam Mock Exam- Staff Retreating Certificate Course 00:20:00 Final Exam Final Exam- Staff Retreating Certificate Course 00:20:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
[vc_row][vc_column][vc_column_text] Description The role of the Learning & Development professional is constantly evolving and your organisation and trainees have different and higher expectations of what you will provide for them. The Learning and Development Manager aims to develop effective and responsible change agents to design, develop and operationalise strategic plans within their areas of responsibility and emphasises skills development around Coaching, Human Resource Management and Online Learning Development. This course covers the entire process of delivering training, including assessment, preparation, creating a positive learning environment, facilitating learning, and evaluating learning. It will also provide a comprehensive understanding of establishing and running an effective organisational coaching system, social media and IT in training, contemporary developments in the profession, and becoming a learning and development specialist. This course is specifically targeted at those who currently hold coordination, managerial and supervisory responsibilities in corporate Learning and Development roles; as well as new participants entering this sector. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Learning and Development Manager is certified by CPD Qualifications Standards and CiQ. 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 background. Requirements Our Learning and Development Manager 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 After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market.[/vc_column_text][/vc_column][/vc_row] Module: 01 Introduction 00:30:00 Monitoring 00:30:00 Coaching 00:30:00 Organizational Learning 00:30:00 Module: 02 Organizational Development Stages 00:30:00 Measuring L & D 00:15:00 Evaluating Training Impact 00:45:00 Blended Learning 00:20:00 Digital Learning 00:30:00 Mock Exam Mock Exam - Learning and Development Manager 00:20:00 Final Exam Final Exam - Learning and Development Manager 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Be it at our office or our home, Administrative Management comes in handy every day. With this innovative course, learn how to crack the code of any administrative procedure by following some simple steps. What to include in a binder and what not to include, maintaining it, planning succession and business continuity, collecting and utilising the right administrative tools are a few among the vast number of areas this course will explore. These will ensure a smooth working environment for your organisation. Learning Outcomes: Get an overview of different administrative procedures you will have to perform and manage Recognise the right administrative tools and learn how to use them properly Gain insight into company policies on leave, absences, salary etc Empower yourself to perform tasks confidently Meet expectations and provide great customer service Why Choose this Course? Earn a digital Certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Online study materials Mock exams Multiple-choice assessment Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Who is this Course for? This course is a must for anybody looking to start an administrative career in any business sector. It will also be fruitful to anyone aspiring for a more senior role in their company's secretarial and clerical departments. Career Path The course is suitable for those in the roles of; Personal Assistant Secretary Administrator Office clerk Receptionist Office administrator Any senior role in PR Senior executive role in HR Requirements This Administration Support Course is fully compatible with any kind of device. Whether you are using Windows computer, 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. Course Content Module 01- Introduction to Administration Support Getting Started 00:05:00 Module 02- Tools for Effective Administration Support Gathering the Right Tools 00:10:00 Module 03- Effective Guides for Administration Support Policy on Absences 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.
Learn and master HTML, CSS, Bootstrap, and SASS. Starts right from the basics and increases its level step by step by understanding various concepts, implementing them with different exercises, practicing with games, and building 6 real-world projects.
ð¥ Fire Marshal Training: Ensure Safety, Save Lives! ð¥ Are you prepared to handle emergencies and ensure the safety of your workplace or community in the event of a fire? With our comprehensive Fire Marshal Training course, you can equip yourself with the essential knowledge and skills to become a vigilant guardian against the threat of fire. ð Why Choose Fire Marshal Training? Fire safety is paramount in any environment, be it an office building, school, hospital, or residential area. Understanding fire prevention, evacuation procedures, and fire suppression techniques can make a significant difference in mitigating risks and minimizing damage in the event of a fire outbreak. Our Fire Marshal Training course offers: Expert Guidance: Learn from seasoned professionals with extensive experience in fire safety and emergency response. Practical Skills: Gain hands-on experience in using fire extinguishers, conducting fire drills, and implementing evacuation plans. 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Contribution to a safer work environment for employees and visitors alike. Course Curriculum Module 1 Introduction to Fire Safety Regulations Introduction to Fire Safety Regulations 00:00 Module 2 Fire Science and Behavior Fire Science and Behavior 00:00 Module 3 Fire Extinguishing Agents Fire Extinguishing Agents 00:00 Module 4 Emergency Response Emergency Response 00:00 Module 5 Fire Prevention and Life Safety Measures Fire Prevention and Life Safety Measures 00:00
Empower yourself as an educator with our comprehensive Child Care and Development Bundle Course for Teachers. Gain essential knowledge and practical skills to support the growth and well-being of young learners. From understanding child development stages to implementing effective care routines, this course equips teachers with the tools to create nurturing and stimulating environments. Whether you're a seasoned educator or new to the field, enroll now to enhance your teaching capabilities and make a positive impact on children's lives.
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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