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🚀 Windows 10 Jumpstart: A Beginner's Guide 🚀 Are you ready to embark on a journey to master the most powerful and user-friendly operating system on the planet? Look no further! Introducing our groundbreaking online course: Windows 10 Jumpstart: A Beginner's Guide.   🔍 Unlock the Secrets of Windows 10: Dive headfirst into the Windows 10 universe with confidence! Our comprehensive course is designed for beginners, guiding you through every aspect of this dynamic operating system. Whether you're a complete novice or looking to enhance your skills, this course is your gateway to Windows 10 mastery.   🛠️ What You'll Learn: Getting Started: Navigate the Windows 10 interface effortlessly, from the Start Menu to the Desktop and beyond. Customization: Tailor Windows 10 to fit your needs with personalized settings, themes, and desktop configurations. Productivity Hacks: Unleash the full potential of Windows 10 with time-saving tips, keyboard shortcuts, and efficient multitasking techniques. Security Mastery: Safeguard your digital world with in-depth lessons on Windows Defender, firewalls, and essential security protocols. Troubleshooting Basics: Learn how to tackle common issues and optimize your system for peak performance.   🎓 Why Choose Our Course? Beginner-Friendly: No tech-speak here! We break down complex concepts into easy-to-understand lessons suitable for everyone. Interactive Learning: Engage with hands-on activities, quizzes, and practical exercises to reinforce your newfound knowledge. Lifetime Access: Enjoy unlimited access to the course material, allowing you to learn at your own pace and revisit lessons whenever you need a refresher. Expert Instructors: Our seasoned instructors are passionate about empowering you with the skills you need to navigate Windows 10 like a pro.   💡 Don't Miss Out on This Opportunity to Master Windows 10! Whether you're a student, professional, or tech enthusiast, Windows 10 Jumpstart: A Beginner's Guide is your ticket to unlocking the full potential of your computer. Enroll today and embark on a transformative learning experience! Course Curriculum Basic Overview 00:00 File Explorer File Menu 00:00 File Explorer - File Menu - Part 2 00:00 File Explorer Home Menu 00:00 File Explorer - Share Menu 00:00 File Explorer - View Menu 00:00 File Explorer View Menu 00:00 File Explorer Search Menu 00:00 Managing Your Desktop 00:00 Managing Your Display 00:00 Managing Cortana - Voice Assist 00:00 Quick Assist Settings 00:00 Media Streaming Settings 00:00 Recording A Screen Video 00:00 Recording An Audio 00:00 Taking A Snapshot of Your Screen 00:00 Recording Your Steps 00:00 Capturing Webcam Video 00:00 Adding Applications 00:00 Conclusion 00:00 Advanced Overview 00:00 Managing Start Up Speed 00:00 Managing Open Applications 00:00 Managing Your Hard Drive Space 00:00 Manaing Your Hard Drive Space - Storage Sense 00:00 Managing Frozen Applications 00:00 Managing Your PC Remotely 00:00 Manaing Your PC Remotely - Part 2 00:00 Managing Desktop Notifications - Focus Assist 00:00 Linking Your Mobile Device 00:00 Managing Your Backups and Restore Points 00:00 Managing Your Default Applications 00:00 Managing Your Workspace 00:00 Microsoft Edge - Write Notes 00:00 Managing Edge - Dot Menu 00:00 Managing Edge - Settings Menu Link 00:00 Managing Edge With Cortana 00:00 Managing Default Applications with Edge 00:00 Managing Lost Windows 00:00 Conclusion - Managing Voice Recognition 00:00

🚀 Unlock the Power of Email Marketing: Crafting Effective Email Sequences with ConvertKit 🚀   Are you tired of your emails going unnoticed in crowded inboxes? Do you dream of a direct line to your audience, where your messages not only get opened but also convert into meaningful actions? Say goodbye to generic emails and hello to success with our exclusive online course: Crafting Effective Email Sequences with ConvertKit!   📧 Why Choose This Course? ✨ Master the Art of Engagement: Dive deep into the strategies that turn your subscribers into avid readers and loyal customers. Learn how to craft emails that not only capture attention but also inspire action. ✨ Unlock the Full Potential of ConvertKit: Navigate the powerful features of ConvertKit with ease. Whether you're a beginner or a seasoned pro, our course is tailored to help you harness the full potential of this robust email marketing platform. ✨ Boost Your Conversions: Discover the secrets to creating email sequences that drive results. From compelling subject lines to persuasive calls-to-action, we've got you covered. ✨ Save Time with Automation: Streamline your email marketing efforts with ConvertKit's automation features. Learn how to set up sequences that work tirelessly for you, allowing you to focus on what matters most - growing your business.   🎓 What You'll Get: 🔥 In-Depth Video Modules: Engage with comprehensive video lessons that break down each aspect of crafting effective email sequences. 🔥 Actionable Tips and Tricks: Gain insider knowledge on proven strategies that will elevate your email marketing game. 🔥 ConvertKit Demystified: Navigate through the platform with confidence, utilizing its features to their fullest potential. 🔥 Real-Life Examples: Learn from successful case studies and apply the principles to your own unique business. 🔥 Lifetime Access: Access the course at your own pace, and revisit the materials whenever you need a refresher. Course Curriculum Basic Overview 00:00 Pricing and Set Up 00:00 Account Settings - Part 1 00:00 Account Settings - Part 2 00:00 Team Management 00:00 Add Subscribers - Part 1 00:00 Add Subscribers - Part 2 00:00 Creating Forms 00:00 Creating Landing Pages 00:00 B - Creating Landing Pages 00:00 Your Convertkit Sending Address 00:00 Creating A Broadcast - Part 1 00:00 Creating A Broadcast - Part 2 00:00 Creating A Sequence - Part 1 00:00 Creating A Sequence - Part 2 00:00 Convertkit Direct Integrations - Part 1 00:00 Convertkit Direct Integrations - Part 2 00:00 Convertkit Direct Integrations - Part 3 00:00 Creating Automations - Part 1 00:00 Creating Automations - Part 2 00:00 Conclusion 00:00 Advanced Overview 00:00 Automations 00:00 Rules - Part 1 00:00 Rules - Part 2 00:00 RSS 00:00 Stripe Integration 00:00 Zapier Connection 00:00 Zapier and Event Management 00:00 Zapier and Webinars 00:00 Zapier and Course Management 00:00 Zapier and Scheduling Applications 00:00 Zapier and Autoresponders 00:00 Zapier and Patreon 00:00 Live Example - Landing Page Creation 00:00 Live Example - Landing Page to WordPress 00:00 Live Example - Added To Tags 00:00 Live Example - Subscribed to A Sequence 00:00 Live Example - RSS Blog Feed 00:00 Live Example - Add To Zoom Webinar 00:00 Conclusion - Backing Up the List 00:00

Have you ever felt overwhelmed or stressed when faced with everyday mathematical challenges? Whether it's working out your monthly budget, understanding taxes, or planning a home renovation, the importance of functional maths skills cannot be overstated. Our Functional Skills Maths course is here to empower you with the essential knowledge and tools to overcome these obstacles and excel in all aspects of daily life. By enrolling in our carefully crafted course, you will gain the confidence to tackle real-world mathematical problems head-on. From mastering fractions, decimals, and percentages to navigating the complexities of ratios and proportions, our curriculum offers a comprehensive approach to functional maths. Develop your skills in areas such as money management, unit conversions, and 2-D and 3-D shape calculations, all while discovering the fascinating world of statistics and probability. Not only will you be equipped to handle everyday mathematical situations, but your newfound expertise will also open doors to a variety of career opportunities. Employers across numerous industries value strong numeracy skills, and our course can serve as a stepping stone to roles in retail management, financial administration, construction estimation, bookkeeping, and more. So why wait? Enrol in our Functional Skills Maths course and start unlocking your true potential. Experience the satisfaction and sense of accomplishment that comes with mastering essential mathematical skills, and watch as new opportunities unfold before your eyes. Invest in your future and gain the confidence to excel in all aspects of your daily life. This Advanced Diploma in Functional Skills Maths at QLS Level 2 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 60 CPD points) to make your skill development & career progression more accessible than ever! Learning Outcomes: Develop numeracy skills through reading, writing, and comparing numbers. Apply substitution techniques to solve formulas in various contexts. Master fractions, decimals, and percentages and understand their interrelations. Gain proficiency in calculating ratio, proportion, profit, and loss. Acquire knowledge of simple and compound interest, discounts, taxes, and money concepts. Confidently convert between metric and imperial units and work with compound measures. Calculate perimeters, areas, volumes, and surface areas of 2-D and 3-D shapes. Interpret and analyse statistical data and calculate probabilities. Why Prefer This Functional Skills Maths (Updated 2023) Course? Opportunity to earn certificate a certificate endorsed by the Quality Licence Scheme & another accredited by CPD QS after completing the Functional Skills Maths (Updated 2023) course Get a free student ID card! (£10 postal charge will be applicable for international delivery) Innovative and engaging content. Free assessments 24/7 tutor support. ****Course Curriculum**** Here is the curriculum breakdown of this Functional Skills Maths (Updated 2023) Section 01: Introduction Section 02: Read, Write, Compare and Order Numbers of any size Section 03: Substitution in Given Formula Section 04: Fractions Section 05: Decimal Numbers Section 06: Percentages Section 07: Equivalence between fractions, decimals and percentages Section 08: Ratio and Proportion Section 09: Profit & Loss Section 10: Discounts and Taxes Section 11: Simple Interest and Compound Interest Section 12: Money Section 13: Convert between metric and imperial units Section 14: Compound Measures including speed, density & rates of pay Section 15: Perimeters and Areas of 2-D shapes Section 16: Volumes and Surface Areas of 3-D shapes Section 17: Scale Drawings Section 18: Statistics Section 19: Probability Section 20 Bonus Section (Time Topic 11 Video Lectures) Assessment Process You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam.Our expert trainers will assess your assignment and give you feedback after you submit the assignment. After passing the Advanced Diploma in Functional Skills Maths at QLS Level 2 course exam, you will be able to request a certificate at an additional cost that has been endorsed by the Quality Licence Scheme. CPD 60 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is designed for individuals seeking to improve their functional maths skills for personal, educational, or professional purposes. By focusing on practical applications of maths, learners will gain a solid foundation in numeracy and problem-solving. The course is suitable for individuals who may be returning to education, preparing for exams, or looking to enhance their skills for the workplace. It is ideal for those who need a refresher in maths or are aiming to develop confidence in working with numbers. Career path Retail Manager - £22-35k/year Financial Administrator - £18-30k/year Construction Estimator - £25-50k/year Bookkeeper - £18-30k/year Teaching Assistant - £14-20k/year Certificates Certificate of completion Digital certificate - £10 Advanced Diploma in Functional Skills Maths at QLS Level 2 Hard copy certificate - £79 Show off Your New Skills with a Certificate of Completion After successfully completing the Advanced Diploma in Functional Skills Maths at QLS Level 2, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - £79 inside the UK £10 (including postal fees) for International Delivery Certificate Accredited by CPDQS £29 for Printed Hard Copy Certificate inside the UK £39 for Printed Hard Copy Certificate outside the UK (International Delivery)

Early Years Foundation Stage Course Overview This early years foundation stage course is accredited by the CPD UK. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. The Early Years Foundation Stage, commonly referred to as the EYFS is a framework that all Early Years providers, including childminders, must follow. This early years foundation stage course aims to provide a gentle introduction to the expectations of the Early Years Foundation Stage and it can also act as a refresher for those wanting to update their knowledge. It will introduce you to some of the key documents and legislation that relate to Early Years providers, the process for registering with Ofsted and the various policies and procedures that need to be in place. It also covers learning and development requirements, how to observe and assess the progress of children in your care and the safeguarding and welfare requirements laid out in the EYFS Framework. Who should take this course? This comprehensive early years foundation stage course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of early years foundation stage. This early years foundation stage course is felicitous for those, who want to be the best in their jobs. Whether you are completely new to the field or are an aspiring professional, the early years foundation stage course will help open doors to a wide range of professions within your chosen field, helping you to stand out to employers with up-to-date skills that can be used to enhance your CV. Entry Requirement There are no academic entry requirements for this early years foundation stage course, and it is open to students of all academic backgrounds. Course Curriculum Module 1: Introduction to EYFS Module 2: Observations & Assessment Module 3: Safeguarding and Welfare Requirements Module 4: Ofsted Recognised Accreditation CPD Certification Service This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Quality Licence Scheme Endorsed The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees.     Certificate of Achievement Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35.   FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

This intermediate-level course will help you learn how to use multi-threading and asynchronous programming to speed up programs that are heavily bottlenecked by IO operations. The course covers core concepts such as implementing multiprocessing in Python, creating various readers and schedulers, and monitoring your coding progress.

Dive into the world of image segmentation with PyTorch. From tensors to UNet and FPN architectures, grasp the theory behind convolutional neural networks, loss functions, and evaluation metrics. Learn to mold data and tackle real-world projects, equipping developers and data scientists with versatile deep-learning skills.

The 'Complete Python Machine Learning & Data Science Fundamentals' course covers the foundational concepts of machine learning, data science, and Python programming. It includes hands-on exercises, data visualization, algorithm evaluation techniques, feature selection, and performance improvement using ensembles and parameter tuning. Learning Outcomes: Understand the fundamental concepts and types of machine learning, data science, and Python programming. Learn to prepare the system and environment for data analysis and machine learning tasks. Master the basics of Python, NumPy, Matplotlib, and Pandas for data manipulation and visualization. Gain insights into dataset summary statistics, data visualization techniques, and data preprocessing. Explore feature selection methods and evaluation metrics for classification and regression algorithms. Compare and select the best machine learning model using pipelines and ensembles. Learn to export, save, load machine learning models, and finalize the chosen models for real-time predictions. Why buy this Complete Python Machine Learning & Data Science Fundamentals? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Complete Python Machine Learning & Data Science Fundamentals there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Complete Python Machine Learning & Data Science Fundamentals course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Complete Python Machine Learning & Data Science Fundamentals does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Complete Python Machine Learning & Data Science Fundamentals was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Complete Python Machine Learning & Data Science Fundamentals is a great way for you to gain multiple skills from the comfort of your home. 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 00:08:00 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 Understanding the CSV data file 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using Python Standard Library 00:09:00 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 00:07:00 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 - Python Machine Learning & Data Science Fundamentals 00:00:00

Within the course, you have the chance to complete a questionnaire focused on determining your preferences, which will enable you to gain some insights into your Type. As you progress through the course, you are able to check how clear you are with each preference to give you a deeper understanding of your own type.

This online delivered course consists of over 4 1/2 hours of presentation, case studies and acupuncture point database including needling videos. A great way to refine your clinical reasoning and treatments for patients with chronic pain. Also can be used as a good refresher, as it recaps the mechanisms behind acupuncture succinctly. See the website for more information

How to inspire others and build successful relationships. This course is designed to support professionals in business to develop communication skills through understanding and applying knowledge of personality and behaviour in the workplace. It is based upon the book "The Authority Guide to Behaviour in Business: How to Inspire Others and Build Successful Relationships" by Robin Hills (ISBN: 1912300087).