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Overview This comprehensive course on Docker Training for .Net and Angular Developers will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Docker Training for .Net and Angular Developers comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Docker Training for .Net and Angular Developers. It is available to all students, of all academic backgrounds. Requirements Our Docker Training for .Net and Angular Developers is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 14 sections • 74 lectures • 05:36:00 total length •Module 01: Introduction: 00:05:00 •Module 02: About Me: 00:03:00 •Module 01: Container Overview: 00:02:00 •Module 02: What are containers?: 00:02:00 •Module 03: Containers Vs Virtual Machines: 00:02:00 •Module 04: Containers inside virtual machines: 00:02:00 •Module 05: Developers Vs Ops Team: 00:02:00 •Module 06: Docker Image Vs Containers: 00:02:00 •Module 07 Installation Steps deertr: 00:05:00 •Module 08: Docker Options: 00:10:00 •Module 09: Hands on with Docker: 00:14:00 •Module 01: Creating First Docker File: 00:07:00 •Module 02: Docker Build: 00:05:00 •Module 03 Docker Run: 00:05:00 •Module 04: Docker Run complex HTML site: 00:06:00 •Module 01: Docker commands like ps, ps-a, start, stop: 00:03:00 •Module 02: Docker containers and images cleanup: 00:08:00 •Module 01: Docker Pull: 00:02:00 •Module 02: Docker Run: 00:03:00 •Module 03: Docker Logs: 00:02:00 •Module 04: Docker Inspect: 00:02:00 •Module 05: Docker Stats: 00:02:00 •Docker File Instructions: 00:02:00 •Docker File overview for DotNet App: 00:04:00 •Docker File overview for Angular App: 00:02:00 •Console App example using STDIN example: 00:06:00 •Running Console App using Dockerfile: 00:04:00 •Command Vs Entrypoint: 00:03:00 •Running ASP.NET Core app using Dockerfile: 00:04:00 •Verifying Files uploaded in docker container: 00:03:00 •Debugging Docker Container: 00:06:00 •Running Angular app in a container: 00:09:00 •Verifying files in angular container: 00:03:00 •Creating Docker Compose file: 00:06:00 •Running Docker Compose: 00:05:00 •Introduction: 00:07:00 •Docker Network Creation: 00:08:00 •Creating Container for SQL Server: 00:06:00 •Connecting Dotnet app with SQL Container: 00:05:00 •Adding Docker Compose: 00:07:00 •Dotnet App failing to connect with SQL Server container: 00:04:00 •SQL Container connected with Dotnet app: 00:02:00 •Volume with SQL Container: 00:09:00 •Project Setup: 00:03:00 •Docker File Creation: 00:07:00 •Running On HTTP: 00:04:00 •Dev Certificate Creation: 00:04:00 •Running the container: 00:03:00 •Introduction: 00:04:00 •Tye build: 00:02:00 •Tye run: 00:04:00 •Creating Frontend App using Razor Template: 00:04:00 •Creating Backend App using Web API Template: 00:04:00 •Adding Service Discovery: 00:05:00 •Tye Run with Backend and Frontend Projects: 00:04:00 •Adding Redis: 00:11:00 •Tye Run with Redis: 00:04:00 •Pushing the image on DockerHub: 00:05:00 •Azure Container Registry (ACR) creation: 00:03:00 •Push images to Azure Container Registry (ACR): 00:05:00 •Spinning up Azure Container Instances using Azure Container Registry Images: 00:05:00 •Another way of creating Azure Container Instances: 00:04:00 •Consuming ACI endpoint in angular app: 00:06:00 •Deploying container to web app: 00:04:00 •Introduction: 00:03:00 •Workfile creation: 00:04:00 •Adding steps to login into ACR: 00:06:00 •Docker build and push step: 00:04:00 •Build failure: 00:05:00 •Fixed the Issue and Deployed to ACR: 00:04:00 •SQL Server container preparation: 00:03:00 •SQL Server container creation: 00:04:00 •Connect to SQL Container and publish database schema: 00:07:00 •Thank You: 00:02:00

Your colleague recently informed you of a job offer with a PAY PACKAGE of £95000 per year! Instead of being demoralised, Sign up for Investment to jumpstart your exciting career and solidify your profound knowledge. The best way for you to gain in-depth information and comprehension of the subject is via this investment. We are worried about how your career is developing. Consequently, we developed this amazing Investment course to enhance your increased productivity and efficiency after doing in-depth research and collaborating with expert professionals. You will receive specialised instruction in this simple-to-follow investment course, allowing you to stand out in this cutthroat industry. Enrol now to understand how you can restructure your career. At the end of the course, learners will be able to: Explain investment and banking. Gain knowledge to use investment banking valuation techniques. Acknowledge an investment bank's involvement in merger and acquisition transactions. Apply investment banking ethics into practice after you analyse the ethical concerns. Get familiar with risk management strategies. What will make you stand out? On completion of this online course, you will gain: CPD QS Accredited After successfully completing the Course, you will receive a FREE PDF Certificate as evidence of your newly acquired abilities. Lifetime access to the whole collection of learning materials. The online test with immediate results You can study and complete the course at your own pace. Study for the course using any internet-connected device, such as a computer, tablet, or mobile device. Your potential to demonstrate knowledge of this issue at many levels, from basic to in-depth, will be aided by the significant investment. In addition, by engaging in this course simply once, you will receive the most in-depth and educational modules throughout your life. However, as you progress through the modules of this course, you will learn the basics of investing and examine the important subjects. This Investment course is designed for you if you already work in one of the areas of investment banking operations and want to learn more about the whole trade life cycle or about additional domains of investment banking operations. Therefore, by participating in our course, you may strengthen your knowledge and equip your talents. Bring yourself one step nearer to your objective. Show off your new skills with a certificate of completion Once you complete the Investment course, you will be eligible to request a digital certificate for free. For Printed Transcript & Hardcopy Certificate- 4.99 GBP (Inside the UK Postal Fee) 8.99 GBP (International Delivery Fee) Module 1: Introduction to Investment 06:14 1: Introduction to Investment Preview 06:14 Module 2: Types and Techniques of Investment 09:27 2: Types and Techniques of Investment 09:27 Module 3: Key Concepts in Investment 07:52 3: Key Concepts in Investment 07:52 Module 4: Understanding the Finance 09:03 4: Understanding the Finance 09:03 Module 5: Investing in Bond Market 07:22 5: Investing in Bond Market 07:22 Module 6: Investing in Stock Market 09:06 6: Investing in Stock Market 09:06 Module 7: Risk and Portfolio Management 09:37 7: Risk and Portfolio Management 09:37 Who is this course for? This course applies to those in the following fields: People who want to learn about different functions in Investment Banking Operations Job Seekers who want to move from other domains into the Investment Banking domain People who want to learn about end to end Trade Life Cycle in the Investment Banking business Job Seekers in Capital Markets Operations or Investment Banking domain- Front Office, Middle Office & Back Office Functions Requirements Without any formal requirements, you can delightfully enrol in this course. Career path This course includes the following roles and professions: Bank manager (£24,000 to £55,000) Investment analyst (£22,000 to £65,000) Stockbroker (£24,000 to £125,000) Actuarial analyst ( £28,000 to £62,000)

Duration 3 Days 18 CPD hours This course is intended for System administrators System integrators Overview By the end of the course, you should be able to meet the following objectives: Discuss Horizon Connection Server advanced configurations List troubleshooting techniques for Horizon Connection Server common issues Interpret Horizon 8 Connection Server logs Identify Unified Access Gateway configuration and certificate issues List troubleshooting steps for Unified Access Gateway common issues Describe BLAST configuration verification using logs and settings Describe BLAST optimization recommendations for different use cases Describe Horizon 8 Connections and how to troubleshoot related issues Describe Horizon 8 certificates List troubleshooting steps for common issues with Horizon 8 certificates Leverage Horizon infrastructure troubleshooting steps to resolve issues This three-day, hands-on training provides you with the advanced knowledge, skills, and abilities to troubleshoot VMware Horizon© 8 infrastructure. This workshop teaches the required skill and competence for troubleshooting VMware Horizon© Connection Server?, VMware Unified Access Gateway?, protocols, connections, and certificates Course Introduction Introduction and course logistics Course objectives Horizon Connection Server Troubleshooting Discuss Horizon Connection Server general troubleshooting techniques Identity Horizon Connection Server common issues through logs Describe AD LDS replication Discuss Horizon Connection Server replication common issues Review and Interpret Horizon Connection Server logs Compare successful and unsuccessful logs from everyday infrastructure administration tasks Unified Access Gateway Troubleshooting List and identify common Unified Access Gateway deployment issues Monitor the Unified Access Gateway deployment to identify health and issues Identify and troubleshoot Unified Access Gateway certificate issues Monitor, test, and troubleshoot network problems Discuss general Unified Access Gateway troubleshooting processes BLAST Configuration Verification Discuss BLAST Codecs and Encoder Switch settings. Describe how to verify BLAST configuration using logs and settings BLAST Optimization List general BLAST optimization recommendations Summarize BLAST tuning recommendations that apply to WAN connections Summarize BLAST tuning recommendations that apply to work-from-home and home-office-to-cloud use cases Describe recommended tuning options to increase display protocol quality for all use cases and applications. VMware Horizon Connections Troubleshooting Explain Horizon connections Describe the role of Primary and Secondary protocols in Horizon connections Describe HTML client access connections Describe Horizon connections load balancing Describe timeout settings, supported health monitoring string, and suitable load balancer persistence values Identify troubleshooting steps for failing Horizon load balancer connections List troubleshooting steps for Horizon connections VMware Horizon Certificates Troubleshooting List Horizon certificate functions Describe Horizon certificates scenarios. Discuss potential challenges related to certificates in Horizon Describe the troubleshooting approach to Horizon certificate issues VMware Horizon Challenge Lab Leverage Horizon infrastructure troubleshooting steps to resolve issue Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Horizon 8: Infrastructure Troubleshooting training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the VMware Horizon 8: Infrastructure Troubleshooting course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Description: The reality is there's continually some little way you can enhance for yourself and other individuals. No matter how experienced you think you are, there will still be unending little things you can do to improve a move to make yourself improve. You have to find the indicators that will tell you that you are actually moving forward and that you have developed in every aspect of your life. In this course, you will be able to become empowered to develop yourself and putting yourself out there to improve to its maximum potential. You will be able to do self-development through visualization and affirmation in this course by picturing yourself in the scene that has helped many individuals throughout the years develop a positive personality. Through perception, one can go any place rationally and utilize the implementers by affirming what they need from life, to arrive. Utilizing the perception and affirmatives provided in this course, you can advance toward a positive future while building up your internal identity. Self-advancement begins in the womb and conveys forward over the span of one's life. All through this stage, one learns, while picking up information from encounters and occasions seen by the eye. Who is the course for? Professionals, Trainers, and Individuals who want to be expert in positive self-development. Anyone who wants to know to manage their life and self-development. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. 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 you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: Level 2 Certificate in Self Development will be useful and would be beneficial for every kind of occupations and careers like: Employees General Managers Management Directors Top Executives And Much More. Development of the Self Self Development through Visualization and Affirmation 01:00:00 Hints in Affirmation and Visualization 01:00:00 Development for Affirmation and Visualization 00:45:00 How to Build Critical Thinking Skills 01:00:00 Visualizing Problems with Affirmations 00:30:00 Development Evaluation in Affirmation and Visualization 00:30:00 Practice Development through Visualization and Affirmation 01:00:00 Self-Development Procedures through Visualization 01:00:00 Development thru Visualization of Problems in Affirmation 01:00:00 Process of Affirmation through Development Visualization 01:00:00 Sense of Development thru Affirmation and Visualization 01:00:00 Natural Development thru Affirmation and Visualization 01:00:00 Visualization through Development Affirmation 01:00:00 Choices in Development thru Affirmation and Visualization 01:00:00 Development thru Argument Affirmation and Visualization 01:00:00 Visualization in Development of Affirmation 01:00:00 Revolutionary Development thru Visualization and Affirmation 00:30:00 Focus for Development thru Visualization and Affirmation 01:00:00 Visualization Music thru Affirmation Development 01:30:00 Energy Development thru Visualization and Affirmation 01:00:00 Relax with Development thru Affirmative Visualization 01:00:00 New Age Development in Affirmative Visualization 01:00:00 Conclusion 00:15:00 Development of Self Esteem INTRODUCTION 01:00:00 LOW SELF-ESTEEM? Why It Occurs? 01:00:00 YOUR LACK OF SELF-ESTEEM 01:00:00 SELF ESTEEM - GETTING TO THE Root OF THE ISSUE 01:00:00 SELF-ESTEEM AND THE INNER VOICE 01:00:00 YOU GET WHAT YOU PROJECT 01:00:00 SELF-ESTEEM BUILDING EXERCISES 01:00:00 WHERE, WHEN AND HOW TO BUILD SELF-ESTEEM 01:00:00 CONCLUSION 00:30:00 Being Assertive Module One - Getting Started 01:00:00 Module Two - What Does Self-Confidence Mean To You 01:00:00 Module Three - Obstacles to Our Goals 01:00:00 Module Four - Communication Skills 01:00:00 Module Five - The Importance of Goal Setting 01:00:00 Module Six - Feeling the Part 01:00:00 Module Seven - Looking the Part 01:00:00 Module Eight - Sounding the Part 01:00:00 Module Nine - Powerful Presentations 00:30:00 Module Ten - Coping Techniques 01:00:00 Module Eleven - Dealing with Difficult Behavior 00:30:00 Module Twelve - Wrapping Up 00:15:00 Mock Exam Mock Exam- Level 2 Certificate in Self Development 00:20:00 Final Exam Final Exam- Level 2 Certificate in Self Development 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

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

We hear how helpful it is to exercise regularly for health and wellbeing. But when you have fatigue it can be difficult to know if this is going to help or hinder. And suspecting it could be the latter, then when is it the right time to start to feel confident about moving more...and gradually starting to exercise? How this webinar will help you I've helped hundreds of people to navigate this element of their recovery journey and I've used this experience to share in this webinar the most successful ways to plan for, and introduce, movement and exercise.  Who is this webinar for? Anyone who thinks they might be nearing a stage where exercise could well be possible again and are keen to ensure it goes well! Whether the goal be to walk, swim, cycle etc.    Please note: This event isn't about how to re-condition and move from severe fatigue to achieving some level of activity. That requires careful 1:1 guidance via my coaching service. This webinar is for those who have a base level of activity but want to be smart about where to build from there.   My help is relevant to anyone tackling a fatigue recovery journey - whether that be due to ME/CFS, Long Covid etc, or perhaps post-operative recovery. Basically, anyone who has - or has had - an energy-related issue that's meant they have to be very careful about what they commit to doing each day.   What topics do you cover?   How to spot when you're doing well enough to start thinking about exercising again How to feel confident about starting to do more The types of exercise that seem to go well at first Guidance and tips about HOW to start incorporating exercising into your recovery plan This is a recording of a live webinar that I held a short time ago. After the main presentation we held a Q&A session, and by purchasing this recording you'll also have access to a written capture of the questions asked, and my responses. Contents The webinar recording In this 49 minute video, hear me give advice and tips on how to tackle these tricky communication situations: Communicating your situation to those you live with/are close to - in a way that goes well, and doesn't negatively impact your health/symptoms How to talk to people who are 'helpfully' trying to tell you how to cure yourself (when you know it's wrong!) Socialising with friends when you have fatigue Navigating conversations at large events (weddings, parties etc) How to talk to people who don't understand fatigue (or even believe in it) How to start exercising webinar.mp4 48 mins104 MB A copy of the slides I presented How to start exercising with fatigue.pdf 1.38 MB The Q&A digest This is a written capture of the Q&A discussion, held after my main presentation. I didn't record the Q&A in order to allow those who attended live to feel comfortable switching their cameras on and participating in the discussion. I hope you find this written summary helpful. How to start exercising when you have fatigue.pdf 147 KB

Give women managers and employees the skills they need to climb the corporate ladder within your organisation. Optimised for tailored audiences Built for groups of 20+ Led by experienced and certified professionals Specialised to address issues around inclusivity and equity in all industries Program Details For Upper Management Teams: Strategies for Upward Mobility Module 1 – Theories and Realities: Female Leadership 15 Principles Module 2 – Communicating Clearly Module 3 – Management Revelations: Relationship vs. Task Management Module 4 – Set Your Path: Empowerment Techniques For Middle Management & Staff Teams Module 1 – What the Data Tells Us Module 2 – What Are Your Leadership Skills?: Personal Skill Inventory Module 3 – What Does Good Company Culture Look Like? Module 4 – Taking On Your Performance Investment Fee: £50,000 25 participants max per 12-week cohort TRAINING FORMAT : 12 - Week Cohorts Delivered in 1-hour sessions Virtually Facilitated Sessions Women in Leadership Program One Pager

Insightful leaders understand the importance of employee collaboration and a solid team ethos. Highly efficient and self-learning teams only achieve top performance when leaders and team members are aligned with regard to diversity, equity and inclusion. This is a highly interactive and tailored workshop with two tracks: Upper Management Track and Midde Management/Staff Track. Optimised for tailored audiences Built for groups of 20+ Led by experienced and certified professionals Specialised to address issues around inclusivity and equity in all industries Program Details For Upper Management Teams Module 1 – The Empowered Leader: 15 Characteristics Module 2 – Communication and Listening Skills Module 3 – Empowering and Respecting Employees Module 4 – (DEI) Principles for Full Cultural Inclusivity For Middle Management & Staff Teams Module 1 – Typical Struggles Module 2 – Support for Growth Module 3 – Get Inspired Module 4 – See What it Looks Like Investment Fee: £50,000 25 participants max per 12-week cohort TRAINING FORMAT : 16 - Week Cohorts Delivered in 1-hour sessions Virtually Facilitated Sessions Corporate DEI Program One Pager

This highly interactive workshop will give your management team the skills and the tools necessary to understand relationships and behavioral styles of employees, improve performance and efficiency, and adopt solutions and strategies to increase your competitive edge. Optimised for tailored audiences Built for groups of 20+ Led by experienced and certified professionals Specialised to address issues around inclusivity and equity in all industries Program Details Peak Performance Part I: Observation, Assessment and Determination The final objective of this workshop is a full understanding of how managers can assess their employees for optimal behavioral team communication and assignments. Peak Performance Part II: High Efficiency Teams The final objective of this workshop is a full understanding of how managers can create High Efficiency teams taking into accounts skills and behaviors. Peak Performance Part III: Self-Learning Teams The Final objective of this workshop is KPIs agreed upon and commonly shared by employees and managers to allow employees to self-manage their learning and measure their progress monitored by managers. Investment Fee: £50,000 25 participants max per 12-week cohort TRAINING FORMAT : 12 - Week Cohorts Delivered in 1-hour sessions Virtually Facilitated Sessions Corporate Peak Performance Program One Pager

This highly interactive, tailored program will give your HR team the skills and tools necessary to understand why employees leave and how to stop attrition from happening at your organization. Participants Will Learn : Adaptive Solutions for Employee Retention Leadership as a Tool for Retention Fiercely Competitive: How to Attract the Best Talent Out There with DEI Program Details Digitally delivered Optimised for tailored audiences Built for groups of 20+ Led by experienced and certified professionals Delivered in bite-sized, 1- hour sessions Specialised to address issues around inclusivity and equity in the industry Investment Fee: £50,000 25 participants max per 12-week cohort TRAINING FORMAT : 12 - Week Cohorts Delivered in 1-hour sessions Virtually Facilitated Sessions Contents Module 1 : Why Employees Leave Module 2 : Top 3 Reasons and Solutions Module 3 : Leadership and Communication Module 4 : Adaptive Solutions Module 5 : Modern Leadership Theories and Practices Module 6 : Situational Leadership and Behavioral Style Management Module 7 : Characteristics of Optimal Leaders Module 8 : DEI, the Gender Gap, and Cultural Diversity Module 9 : DEI and Gender Gap Resolution as Strategic Advantages Module 10 : Supervisor and Management Solutions Module 11 : Mental Health Support, Meaningful Work, ad Career Advancement Module 12 : Work Flexibility and Remote Work Integrations Netwomen HR & DEI Program One Pager UK