4498 Courses

Duration 5 Days 30 CPD hours This course is intended for Cloud architects, systems engineers, datacenter administrators, and cloud administrators with experience in managed services or managing a service provider environment. Overview By the end of the course, you should be able to meet the following objectives: Understanding NSX-T Data Center and VMware Cloud Director fundamentals List the various NSX-T Data Center components List the use cases and topologies of VMware Cloud Director networks Discuss the VMware Cloud Director provider networking configurations Discuss the VMware Cloud Director tenant networking configurations Discuss NSX Advanced Load Balancer and its components Discuss NSX Advanced Load Balancer configuration and integration with VMware Cloud Director Enable a layer 2 stretched network that spans across multiple VMware Cloud organization VDCs Showcase the importance of the VMware Cloud Director migration tool and its functionality Manage resources from the VMWare Cloud Director console and use VMware vRealize Operations Manager™ In this five-day course, you focus on designing, integrating, configuring, and managing VMware Cloud Director? 10.x with VMware NSX-T© Data Center and VMware NSX© Advanced Load Balancer?. You learn about creating Network Pools and Edge Cluster management. You also learn about creating and managing an external network and creating and managing the organization of VDC, vApp, and data center group networks. Course Introduction Introductions and course logistics Course objectives VMware Cloud Director Data Center Fundamentals Explain NSX-T Data Center and its architecture Discuss various NSX-T Data Center components Describe NSX-T Data Center objects and their creation methods List the various requirement and maximum configuration details Explain NSX-T Data Center and its architecture Discuss various NSX-T Data Center components Describe NSX-T Data Center objects and their creation methods Explain VMware Cloud Director and its architecture List the various requirement and maximum configuration details Discuss VMware Cloud Director pre-requisites and deployment Discuss the use cases and features of VMware Cloud Director List the various requirement and maximum configuration details Discuss the design best practices Provider Configuration Discuss the integration of VMware vCenter Server© with VMware Cloud Director Discuss the integration of NSX-T Data Center with VMware Cloud Director Explain the provider side networking concepts and features Tenant Configuration Discuss the various types of organization VDC networks that can be created using NSX-T Data Center Explain the edge services available under each type of Organization VDC networks Explain what vApp network is Discuss various types of vApp networks Cross VDC networking with NSX-T Explain data center groups Configure cross-VDC networking and L2 stretched networks Configure a distributed firewall for a Data Center Group NSX Advanced Load Balancer Describe the NSX Advanced Load Balancer components and main functions Explain the NSX Advanced Load Balancer key features and benefits Understand and apply a Global Server Load Balancing design framework VMware NSX Migration for VMware Cloud Director Understand the main usage and purpose of the NSX migration for VMware Cloud Director List the supported topology and compatibility matrix List the supported features Understand the environmental prerequisites and how to prepare the edge cluster for bridging Know the logs and error handling exceptions Monitoring VMware Cloud Director Networking Discuss the methods to manage and monitor networking objects from VMware Cloud Director portals Understand the vRealize Operations Manager and vRealize Operations Manager Tenant App overview Discuss how to monitor VMware Cloud Director networking objects using vRealize Operations Manager and vRealize Operations Manager Tenant App Create views and reports Describe the use of vCloud Usage Meter with VMware Cloud Director

Duration 2 Days 12 CPD hours This course is intended for The primary audience for this course is as follows: Channel Partner System Engineers System Administrators Architects Security Professionals Overview Upon successful completion of this course, the student will gain the following knowledge:How to describe and position Cisco UmbrellaDiscuss Secure Internet Gateway and Ransomware ProtectionLearn about DNS & IP layer enforcement & Intelligent ProxyDescribe Command and control callback blockingDiscuss Threat IntelligenceCompare Umbrella PackagesUnderstand Roaming SecurityBasic understanding of Cisco Roaming ClientUnderstand how to use Cisco Umbrella Virtual ApplianceExplain the ease of Integrating Cisco Umbrella into Active DirectoryDiscuss Umbrella ReportingUnderstand Utilize Multi-Organization Tools Cisco Umbrella? is a cloud security platform that provides the first line of defense against threats on the Internet. Being able to understand and position how Cisco Umbrella? works and what are the features is the key focus of this 2-day Cisco© online IT class. Students who enter the course with a basic understanding of Cisco© products and IT solutions will be able to describe the Cisco Umbrella?, understand Secure Internet Gateway and Ransomware Protection, discuss Threat Intelligence, use Cisco© Roaming Client. Cisco Umbrella- Security Solution Discuss Security Internet Gateway Explain Ransomware Protection DNS & IP layer enforcement Intelligent Proxy Command & control callback blocking Threat Intelligence Umbrella Packages Implementing Cisco Umbrella Overview of Cisco Umbrella How do you Protect your network Review how to Point your DNS to Cisco Umbrella What are the custom policies? Discuss Intelligent Proxy Umbrella Policy Tester Policy Precedence Roaming Client Introduction to Umbrella Roaming Client Prerequisites Downloading and Installing Adding IP Layer Enforcement Status, States, and Functionality Virtual Appliances Internal Domains Umbrella Roaming Security AnyConnect: Cisco Umbrella Roaming Security Client Administrator Guide Cisco Umbrella Dashboard at a glance Cisco Certificate Import Virtual Appliance Setup Guide Discuss Deployment Guidelines How to Deploy the VAs Review via VMware Review via Hyper-V Understand Your VAs Local DNS Forwarding Overview of DNS Explain Sites and Internal Networks Sizing Active Directory Overview of Active Directory Discuss Up DNS Forwarding with your VAs Active Directory Environment Route DNS Traffic Communication Flow Multiple Active Directory and Umbrella Sites Reporting Overview Reporting Basics Understanding Security Categories Scheduled Reports: Overview Security Overview Report Activity Search Report Security Activity Report Destinations Report Identities Report Cloud Services Report Admin Audit Log Report Umbrella Multi-Org Overview Cisco Umbrella Multi-Org Overview Centralized Settings Centralized Reports: Service Status Centralized Reports: Cloud Services Additional course details: Nexus Humans Cisco Administering and Positioning Cisco Umbrella Operations (ADMUMB) 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 Cisco Administering and Positioning Cisco Umbrella Operations (ADMUMB) 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.

This course will help you learn about the basic and advanced topics for automating tests with Selenium and Python. Without any prior knowledge of Python or automation testing, you will be able to perform automation testing with this practical course.

Join Lizzie Williams from the Soul studio on January 12 for a Soul Circle celebrating the full moon in Cancer. This gathering will focus on emotional healing and self-care, creating a supportive environment for reflection and connection. The evening will include grounding exercises, guided meditation, journaling, and an oracle reading, all designed to help participants explore their emotions and set intentions for personal growth. Spaces are limited to 12 women, so secure your spot today to embrace the nurturing energy of Cancer and connect with like-minded souls. Note: Payment is non-refundable and non-exchangeable. For more details and to purchase tickets, visit www.the-soul-studio.co.uk

Discover how to live with intention and simplicity in our Minimalist Lifestyle for Beginners course. Learn practical strategies to declutter your life, boost productivity, and embrace a more meaningful existence.

Do you use video as a tool to promote your charity, business, organisation or campaigns? And if you don’t, do you feel as if you ought to? Videos account for more than 80% of all consumer internet traffic. So the pressure to use video as a marketing and PR tool has increased enormously. But the cost can be prohibitive. Using a video production company, such as ours, might be ideal, but for many it is out of reach – particularly if, like many of our clients, you’re a charity. However, there is an alternative, which more and more organisations are choosing, especially those which need to produce regular digital content. That is to produce the video yourself. Nowadays, you do not even need to invest in a video camera. All you need is your smart phone, some simple equipment you can buy on Amazon for as little as £80, plus your laptop or PC. This is why we have developed a new smartphone video training course, Smart Video. Our smartphone video training course covers: Equipment – including setting up your phone, microphones, tripods and editing programmes Planning your video Techniques to give your films broadcast-quality polish Getting the perfect shot – including shot sizes, positioning the camera, framing, lighting, sound, sequences and backgrounds Filming interviews An introduction to editing Producing videos for social media Bespoke training The course can be tailored to the type of videos you need to make. If most of your videos will be interviews, we’ll focus on presenting your interviewee in the best possible light – literally. If, on the other hand, you need to film buildings, events or products, we’ll tailor the course accordingly. If your video needs a script, we’ll give you tips and techniques on how to “write to pictures”, so your messages comes across well. And on all our courses, we’ll give you a guide to the best equipment and apps to use to enhance your filming and editing. The smartphone video course will be led by Paul Curran who has many years experience producing, filming and editing films and videos, for the BBC and corporate clients.

***Small Businesses FEAR This Simple Financial Secret!** (Learn it with the Xero Accounting & Bookkeeping + Tax, Finance & Financial Management Course!)*** Did you know that according to a recent Federation of Small Businesses report, 72% of small business owners in the UK believe strong financial management is crucial for success? The Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course equips you with the theoretical knowledge and understanding to excel in this critical area. This Xero Accounting & Bookkeeping + Tax, Finance & Financial Management comprehensive course is designed to provide a solid foundation in Xero accounting software, tax accounting principles, and financial management strategies. Throughout the course, you'll gain the theoretical knowledge needed to navigate the financial world with confidence, helping you make informed decisions for your business or future career. 3 CPD Accredited Courses Are: Course 01: Advanced Diploma in Xero Accounting and Bookkeeping at QLS Level 7 Course 02: Tax Accounting Course 03: Financial Management Learning Outcome: Going through our interactive modules of Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course , you will be able to - Gain a working knowledge of Xero Accounting & Bookkeeping software. Master essential tasks like creating invoices, managing bills, and reconciling bank accounts in Xero. Understand core accounting principles like double-entry accounting and VAT returns. Develop strong financial management skills, including budgeting, analyzing financial statements, and interpreting financial data. Gain a theoretical grounding in tax accounting, including capital gains tax and import/export considerations. Confidently navigate the Xero Accounting & Bookkeeping + Tax, Finance & Financial Management landscape. Key Highlights of Xero Accounting & Bookkeeping + Tax, Finance & Financial Management: CPD Accredited Xero Accounting & Bookkeeping + Tax, Finance & Financial Management Course Unlimited Retake Exam & 24/7 Tutor Support Easy Accessibility to the Xero Accounting & Bookkeeping + Tax, Finance & Financial Management Course Materials 100% Learning Satisfaction Guarantee Lifetime Access Self-paced online Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course Modules Covers to Explore Multiple Job Positions Curriculum Topics: Advanced Diploma in Xero Accounting and Bookkeeping at QLS Level 7e Xero Accounting & Bookkeeping + Tax, Finance & Financial Management begins with a deep dive into Xero accounting software. This course equips you with the theoretical knowledge to navigate Xero's functionalities for various bookkeeping tasks. You'll learn how to set up your Xero account, manage contacts, create invoices and bills, reconcile bank statements, and track inventory. Xero Accounting & Bookkeeping + Tax, Finance & Financial Management also covers essential bookkeeping principles like double-entry accounting and chart of accounts. Section 01: Introduction Introduction Section 02: Getting Started Introduction - Getting Started Signing up Quick Tour Initial Settings Chart of Accounts Adding a Bank Account Demo Company Tracking Categories Contacts Section 03: Invoices and Sales Introduction - Invoices and Sales Sales Screens Invoice Settings Creating an Invoice Repeating Invoices Credit Notes-03 Quotes Settings Creating Quotes Other Invoicing Tasks Sending Statements Sales Reporting Section 04: Bills and Purchases Introduction - Bills and Purchases Purchases Screens Bill Settings Creating a Bill Repeating Bills Credit Notes-04 Purchase Order Settings Purchase Orders Batch Payments Other Billing Tasks Sending Remittances Purchases Reporting Section 05: Bank Accounts Introduction - Bank Accounts Bank Accounts Screens Automatic Matching Reconciling Invoices Reconciling Bills Reconciling Spend Money Reconciling Receive Money Find and Match Bank Rules Cash Coding Remove and Redo vs Unreconcile Uploading Bank Transactions Automatic Bank Feeds Section 06: Products and Services Introduction - Products and Services Products and Services Screen Adding Services Adding Untracked Products Adding Tracked Products Section 07: Fixed Assets Introduction - Fixed Assets Fixed Assets Settings Adding Assets from Bank Transactions Adding Assets from Spend Money Adding Assets from Bills Depreciation Section 08: Payroll Introduction - Payroll Payroll Settings Adding Employees Paying Employees Payroll Filing Section 09: VAT Returns Introduction - VAT Returns VAT Settings VAT Returns - Manual Filing VAT Returns - Digital Filing Free Course 01: Tax Accounting Xero Accounting & Bookkeeping + Tax, Finance & Financial Management delves into the world of tax accounting. This course provides a theoretical understanding of tax principles, regulations, and calculations relevant to businesses. You'll explore topics like income tax, corporation tax, value added tax (VAT), and payroll taxes. Xero Accounting & Bookkeeping+ Tax, Finance & Financial Management equips you with the knowledge to identify tax implications for business transactions and ensure compliance with tax authorities. Module 01: Capital Gain Tax Module 02: Import and Export Module 03: Double Entry Accounting Module 04: Management Accounting and Financial Analysis Module 05: Career as a Tax Accountant in the UK Free Course 02: Financial Management Xero Accounting & Bookkeeping + Tax, Finance & Financial Management concludes with a focus on financial management. This course explores the theoretical underpinnings of financial decision-making. You'll learn how to create financial statements, analyze financial data, develop budgets and forecasts, and manage cash flow effectively. Xero Accounting & Bookkeeping+ Tax, Finance & Financial Management empowers you to make informed financial decisions that contribute to the overall success of a business. Module 01: Introduction to Financial Management Module 02: Fundamentals of Budgeting Module 03: The Balance Sheet Module 04: The Income Statement Module 05: The Cash Flow Statement Module 06: Statement of Stockholders' Equity Module 07: Analysing and Interpreting Financial Statements Module 08: Inter-Relationship Between all the Financial Statements Module 09: International Aspects of Financial Management Each topic has been designed to deliver more information in a shorter amount of time. This makes it simple for the learners to understand the fundamental idea and apply it to diverse situations through Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course. Certification Free CPD Accredited (CPD QS) Certificate. Quality Licence Scheme Endorsed Certificate of Achievement: Upon successful completion of the course, you will be eligible to order an original hardcopy certificate of achievement. This prestigious certificate, endorsed by the Quality Licence Scheme, will be titled 'Advanced Diploma in Xero Accounting and Bookkeeping at QLS Level 7'. Your certificate will be delivered directly to your home. The pricing scheme for the certificate is as follows: £129 GBP for addresses within the UK. Please note that delivery within the UK is free of charge. Disclaimer This Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course will teach you about Xero accounting software and help you improve your skills using it. It's created by an independent company, & not affiliated with Xero Limited. Upon completion, you will earn a CPD accredited certificate, it's not an official Xero certification. CPD 30 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course. Besides, this Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course particularly recommended for- Anyone interested in learning Xero can progress from a beginner to a knowledgeable user in just one day. Small business owners that want to handle their own accounting in Xero Xero Practice Manager Bookkeepers who wish to learn Xero rapidly Requirements Students seeking to enrol for Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course should meet the following requirements; Basic knowledge of English Language is needed for Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course, which already you have. Basic Knowledge of Information & Communication Technologies for studying Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course in online or digital platform. Stable Internet or Data connection in your learning devices to complete the Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course easily. Career path The Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course will enable you to explore in Xero related trendy and demanding jobs, such as: Bookkeeping Specialist Client Experience Specialist Accounting Advisory Apprentice Cloud Accountant Education Specialist Management Accountant Finance Manager Tax Implementation Specialist Xero Practice Manager Certificates CPD QS Certificate of completion Digital certificate - Included After successfully completing this course, you can get CPD accredited digital PDF certificate for free.

How To Set Up Progressive Training Routines? All the training routine is between 8 - 15 minutes and designed to getting better and stronger in the basic movements! Weekly New Routines are coming! How do beginners Should use kettlebells? - SAFETY - QUALITY - REGULARITY - PROGRESSIVE SYSTEM - MAKE THE FOUNDATION STRONG Beginners should have to use kettlebells carefully always! Safety first every time and not only with kettlebell training! Focus on the quality of the movements! Without correct techniques there is no progress and easy to get injuries! Regular practice! To get adaptation need to practice at least 2 - 3 times a week! Need to follow a progressive system to get progress! Adaptation is happening with regular practice what makes the basic stronger and easier to step to the next level! Here you can find 5 FREE kettlebell training routine following by StrongFirst system! These routines will build stronger basic, builds strength fast and safe! FREE KETTLEBELL TRAINING ROUTINES TO BUILD STRONGER FOUNDATION! Welcome to the course! Welcome to this free training routines! How to use it? Next Steps... The foundation Builder Kettlebell Routine 1 Get Stronger Foundations For Kettlebell Training Kettlebell Strength Builder For Beginners Foundation Builder 2 / Dead lift - swing - squat Progression to Turkish Get Up Progress to Turkish Get Up 2 Strength Booster single Kettlebell routine Kettlebell Arms and chest builder routine! 5 Mistakes what you shouldn't do with kettlebells About this course Free 10 lessons 1.5 hours of video content

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol 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? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. 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 Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00

Enhance your professional skills in Health & Care with our Mandatory Refresher Training. Covering critical areas from First Aid to Mental Health, this training is designed to update and deepen your knowledge in Health Care settings. Ensure compliance and excellence in Care with our comprehensive course offerings. Learning Outcomes Administer effective First Aid as a Health Care professional. Apply specialised paediatric First Aid techniques in Care settings. Understand comprehensive Care Certificate standards for Health & Care. Advance in Health & Care with a Level 3 Diploma in Health & Social Care. Fulfill Duty of Care obligations with updated practices. Enhance communication within Health Care settings. Manage information securely and efficiently in Care environments. Implement robust infection control protocols in Health & Care. Promote equality and inclusion within Care settings. Adopt person-centred approaches to improve Care quality. Address mental health issues with confidence in Health Care. This Mandatory Refresher Training Bundle comes up with the following courses:Course 01: First Aid at Work Essentials of First Aid in Health & Care: Equip Health Care professionals with the skills necessary to respond to emergencies effectively. Course 02: Paediatric First Aid Specialised First Aid for Children: Focus on paediatric emergencies and preventative measures in Care settings. Course 03: Care Certificate Foundations of Professional Care: Standardized training fulfilling the Care Certificate requirements to ensure high-quality Health & Care services. Course 04: Level 3 Diploma in Health & Social Care Advanced Practices in Health & Care: Enhance your qualifications with advanced knowledge crucial for Health & Care professionals. Course 05: Duty of Care Ethical and Legal Practices in Care: Understand and apply Duty of Care to safeguard and promote the interests of those receiving Care. Course 06: Communication in Care Settings Effective Communication Techniques: Master communication skills to improve interactions and understanding within Health Care environments. Course 07: Information Handling in Care Settings Confidentiality and Data Management: Training on secure handling of information in compliance with Care standards. Course 08: Infection Prevention and Control in Care Settings Maintaining Safe Care Environments: Strategies to prevent and control infections, critical for patient and staff safety in Health Care settings. Course 09: Equality and Inclusion in Care Settings Promoting Diverse and Inclusive Care: Address and foster equality and inclusion practices within Health Care facilities. Course 10: Person Centred Approaches in Care Settings Individualized Care Strategies: Emphasize the importance of person-centred Care to enhance patient satisfaction and outcomes. Course 11: Mental Health Mental Health Awareness and Support: Equip staff with the skills to recognize and address mental health issues effectively in Health & Care settings.