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Do you want to create an excellent document in Microsoft Word? Do you want to know the advanced techniques of Microsoft Word? The course is designed for the advanced learners so that they can be skilled enough to create an excellent professional document. Microsoft Word is part and parcel of Everyday life. Whether you are a business man, student, teacher, advertiser or someone who need to utilise the program for your needs, the course will help you to create maximum results. The course covers the advanced features of Microsoft Word so that you can present your data and information in a professional and eye-catchy way. The course teaches the features and functions of Microsoft excel 2007.By the end of the course, you will able t to create compelling, visually attractive, and useful documents. Though the course is for the advanced learner, new disciples can also enrol the course as the course starts from the very beginning. Course Highlights Accredited Microsoft Word 2007 Advanced Level 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 Accredited Microsoft Word 2007 Advanced Level into 13 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 11 hours, 40 minutes 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 Accredited Microsoft Word 2007 Advanced Level 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? Accredited Microsoft Word 2007 Advanced Level 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 Accredited Microsoft Word 2007 Advanced Level 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. Module One - Getting Started 00:30:00 Module Two - Working with the Word Window 01:00:00 Module Three - Adding Pictures 01:00:00 Module Four - Adding Smart Art 01:00:00 Module Five - Adding Tables 01:00:00 Module Six - Advanced Table Tasks 01:00:00 Module Seven - Inserting Special Objects 01:00:00 Module Eight - Adding In-Document References 01:00:00 Module Nine - Advanced Research Tasks 01:00:00 Module Ten - Reviewing a Document 01:00:00 Module Eleven - Customizing Word 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities Activities-Accredited Microsoft Word 2007 Advanced Level 00:00:00 Mock Exam Mock Exam- Accredited Microsoft Word 2007 Advanced Level 00:20:00 Final Exam Final Exam- Accredited Microsoft Word 2007 Advanced Level 00:20:00

Are you using Microsoft Outlook for sending and receiving mail? Do you want to know the advanced features and functions of Microsoft Outlook? Then this is the perfect course for you. Course Description: The Course Diploma in Microsoft Outlook is an advanced course for the professionals who are using Microsoft Outlook for email. In this course, you will learn the advanced tasks of Microsoft outlook including customising your Outlook interface and your profile. Using email is a part of today's work. In this course, you will learn how to work professionally with Microsoft Outlook. Here, you will know how to use the Word Elements in E-mail. The course will also focus some other advanced features like using the calendar, and task commands, the Notes feature, etc. You will learn about RSS feeds and how to manage and protect your outlook data. By the end of the course, you will be expert of Microsoft Outlook. Course Highlights Microsoft Outlook 2010 Advanced 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 Microsoft Outlook 2010 Advanced into 13 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 12 hours, 10 minutes 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 Microsoft Outlook 2010 Advanced 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? Microsoft Outlook 2010 Advanced 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 Microsoft Outlook 2010 Advanced 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. Module One - Getting Started 01:00:00 Module Two - Customizing Outlook 01:00:00 Module Three - Adding Word Elements to an E-mail 01:00:00 Module Four - Customizing Your Profile 01:00:00 Module Five - Advanced E-Mail Tasks 01:00:00 Module Six - Advanced Calendar Tasks 01:00:00 Module Seven - Doing More with Tasks 01:00:00 Module Eight - Using Notes 01:00:00 Module Nine - Viewing RSS Feeds 01:00:00 Module Ten - Managing Outlook Data, Part One 01:00:00 Module Eleven - Managing Outlook Data, Part Two 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities Activities- Microsoft Outlook 2010 Advanced 00:00:00 Mock Exam Mock Exam-Microsoft Outlook 2010 Advanced level 00:20:00 Final Exam Final Exam-Microsoft Outlook 2010 Advanced level 00:20:00

Advanced Level Course on Microsoft One Note 2007 Have you ever faced a situation where you wanted to note something down but you didn't have your diary or notebook because you didn't want to carry the extra load? With Microsoft One Note 2007 Advanced you don't need to face this situation again. Write anything down anywhere, whenever you feel like. Store your drawings, screen clippings and audio commentaries on this useful app. This application can be used on your mobile phones. One note can be downloaded on any platform. It is very easy to use and useful for anyone living a busy life. One note is beneficial for improved workflow and daily organization. It has an easy access and improves transparency. The app itself can also be downloaded for free. Microsoft One Note 2007 Advanced will give you all the idea you need on how to operate microsoft one note as a professional. After completion you will be able to learn all of the functions of this useful application and store all your thoughts and writings on it while also organizing your daily life. Course Highlights Microsoft One Note 2007 Advanced 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 Microsoft One Note 2007 Advanced into several 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 20/30 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 Microsoft One Note 2007 Advanced 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? Microsoft One Note 2007 Advanced 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 Microsoft One Note 2007 Advanced 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. Module One - Getting Started 00:30:00 Module Two - Upgrading from One Note 2003 01:00:00 Module Three - Staying Organized 01:00:00 Module Four - Note Taking Tools 01:00:00 Module Five - Text and Page Formatting 01:00:00 Module Six - Office Integration 01:00:00 Module Seven - Researching a Topic 01:00:00 Module Eight - Handwriting Notes 01:00:00 Module Nine - On the Road 01:00:00 Module Ten - Live Sharing 01:00:00 Module Eleven - Other Tools 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities - Microsoft One Note 2007 Advanced 00:00:00 Mock Exam Mock Exam- Microsoft One Note 2007 Advanced 00:20:00 Final Exam Final Exam- Microsoft One Note 2007 Advanced 00:20:00

Have you ever faced a situation where you wanted to note something down but you didn't have your diary or notebook because you didn't want to carry the extra load? With Microsoft One Note you don't need to face this situation again. Write anything down anywhere, whenever you feel like. Store your drawings, screen clippings and audio commentaries on this useful app. This application can be used on your mobile phones. One note can be downloaded on any platform. It is very easy to use and very useful for anyone living a busy life. One note is beneficial for improved workflow and daily organization. It has an easy access and improves transparency. The app itself can also be downloaded for free. This course will give you the general idea on how to operate microsoft one note. After completion you will be able to learn most functions of this useful application and store all your thoughts and writings on it while also organizing your daily life. Course Highlights Accredited Microsoft One Note for Beginners 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 Accredited Microsoft One Note for Beginners into 13 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 11 hours, 40 minutes 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 Accredited Microsoft One Note for Beginners 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? Accredited Microsoft One Note for Beginners 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 Accredited Microsoft One Note for Beginners 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. Module One - Getting Started 00:30:00 Module Two - Your First Notebook 01:00:00 Module Three - Working with Text 01:00:00 Module Four - Working with Pages and Sections 01:00:00 Module Five - Staying Organized 01:00:00 Module Six - Tagging and Searching Notes 01:00:00 Module Seven - Using Send to OneNote 01:00:00 Module Eight - Inserting Basic Objects 01:00:00 Module Nine - Drawing in OneNote 01:00:00 Module Ten - Reviewing Your Notes 01:00:00 Module Eleven - Sharing Your Notes 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities - Accredited Microsoft One Note for Beginners 00:00:00 Mock Exam Mock Exam- Accredited Microsoft One Note for Beginners 00:20:00 Final Exam Final Exam- Accredited Microsoft One Note for Beginners 00:20:00

Welcome to the wireless revolution! Are you new to the 4G wireless age? Don't worry. This course is an excellent opportunity to learn about this technology and how it applies to business today. This course is designed to help you begin advertising to mobile phone users that are taking advantage of 4G technology. It is the goal of this course is to provide you with essential information about marketing to the mobile user, taking advantage of the new features and functions of 4G technology. You will explore ideas, suggestions, as well as case studies about how these advertising methods have already been proven in the marketplace. You will also be provided with insight into the hottest applications available today and how they are being used or might be used to the advertiser's advantage. Course Highlights Executive Diploma in Smart Phone Advertising 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 Executive Diploma in Smart Phone Advertising into 13 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 13 hours, 15 minutes 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 Executive Diploma in Smart Phone Advertising 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? Executive Diploma in Smart Phone Advertising 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 Executive Diploma in Smart Phone Advertising 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. Module 1: Smart Phone as Advertising Tool INTRODUCTION 00:15:00 HOW NEXT GENERATION PHONES ARE GREAT ADVERTISING TOOLS 00:30:00 THE NEW GENERATION OF WIRELESS DEVICES 02:00:00 BUSINESS SECTOR USERS AND THEIR WIRELESS DEVICES 01:00:00 THE BEST PROCESS OF APPLICATION TO YOUR ADVERTISING ADVANTAGE 02:00:00 CREATING YOUR OWN APPLICATIONS 01:00:00 CONCLUSION 00:30:00 Module 2: Mobile Marketing Introduction FREE 00:30:00 Dominate Local Market with Mobile Marketing FREE 00:30:00 Mobile Marketing Is Going Web 02:00:00 Effective Mobile Advertising 00:30:00 List Building with Mobile Marketing  02:00:00 The Surefire Success Mobile Marketing Campaign 00:30:00 Mock Exam Final Exam

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Learning Objectives Introduction , Designing Tables for Better Data Entry , Sharing Data with Other Applications , Working with Action Queries , Advanced Query Techniques , Automating Processes with Macros , Advanced Form Techniques , Advanced Report Techniques , Conclusion   Pre-Requisites Access 2019 Beginner or equivalent experience.   Description This course is designed to teach students intermediate level skills in Microsoft Access 2019. In this course, students will learn to design tables for improved accuracy in data entry, review the various options to share data with other applications, learn about action queries, and review various advanced query techniques. Students will also learn how to automate processes with Macros, advanced form techniques, and advanced report techniques. This course prepares students for the Access 2019 Advanced course. Access 2019 Intermediate Module 01: Introduction to the Course 00:02:00 Module 02: Reviewing Table Design Principles 00:11:00 Module 03: Setting Field Size, Formats and Captions 00:09:00 Module 04: Setting Default Values and Required Fields 00:06:00 Module 05: Restricting Data Entry-Validation Rules 00:06:00 Module 06: Restricting Data Entry-Input Masks 00:07:00 Module 07: Exploring Tables and Queries to Excel 00:04:00 Module 08: Exporting Data to a SharePoint List 00:02:00 Module 09: Importing Data from Excel 00:06:00 Module 10: Importing Data from a Sharepoint List 00:02:00 Module 11: Linking External Data Sources 00:06:00 Module 12: Using Word Merge 00:07:00 Module 13: What are Action Queries 00:03:00 Module 14: Creating an Update Query 00:06:00 Module 15: Creating an Append Query 00:04:00 Module 16: Creating a Delete Query 00:05:00 Module 17: Creating a Make Table Query 00:04:00 Module 18: Changing Start Number of an Auto Number Field 00:04:00 Module 19: Modifying Query Joins 00:09:00 Module 20: Using Self Joins to Combine Data 00:06:00 Module 21: Creating Find Unmatched and Find Duplicate Queries 00:09:00 Module 22: Creating Parameter Queries 00:07:00 Module 23: Creating a Top X Query 00:03:00 Module 24: Reviewing Calculated Query Fields 00:05:00 Module 25: Summarising Query Data with Totals 00:05:00 Module 26: Creating a Crosstab Query 00:07:00 Module 27: Understanding Macro Basics 00:14:00 Module 28: Creating Macros to Open Forms by Record 00:08:00 Module 29: Validating Data Entry with Macros 00:09:00 Module 30: Creating a Macro to Automate Data Entry 00:08:00 Module 31: Advanced Data Entry Using Macros and DLOOKUP Functions 00:09:00 Module 32: Using Conditional Formatting 00:04:00 Module 33: Working with the New Label Name Property 00:02:00 Module 34: Organising Form Fields with Tab Controls 00:05:00 Module 35: Creating an Option Group Control 00:06:00 Module 36: Creating a Combo Box Control 00:05:00 Module 37: Configuring a Combo Box Control to Show Search Results 00:04:00 Module 38: Using a Subform to Show Data from a Related Table 00:05:00 Module 39: Inserting a Chart on a Report 00:07:00 Module 40: Showing Data in Columns 00:08:00 Module 41: Inserting a Subreport 00:04:00 Module 42: Configuring Reports with Parameter Queries 00:05:00 Module 43: Sending Reports 00:02:00

Overview Mastering data science skills and expertise can open new doors of opportunities for you in a wide range of fields. Learn the fundamentals and develop a solid grasp of Python data science with the comprehensive Data Science with Python course. This course is designed to assist you in securing a valuable skill set and boosting your career. This course will provide you with quality training on the fundamentals of data analysis with Python. From the step-by-step learning process, you will learn the techniques of setting up the system. Then the course will teach you Python data structure and functions. You will receive detailed lessons on NumPy, Matplotlib, and Pandas. Furthermore, you will develop the skills for Algorithm Evaluation Techniques, visualising datasets and much more. After completing the course you will receive a certificate of achievement. This certificate will help you create an impressive resume. So join today! 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? This course Data Science with Python course is ideal for beginners in data science. It will help them develop a solid grasp of Python and help them pursue their dream career in the field of data science. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst And much more! Course Curriculum 90 sections • 90 lectures • 10:19:00 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: 00:04:00 •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: 00:06:00 •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

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