Embark on a captivating journey into the world of artificial intelligence with our course, 'Machine Learning Basics.' This voyage begins with an immersive introduction, setting the stage for an exploration into the intricate and fascinating realm of machine learning. Envision yourself unlocking the mysteries of algorithms and data patterns, essential skills in today's technology-driven landscape. The course offers a comprehensive foray into the core principles of machine learning, starting from the very basics and gradually building to more complex concepts, making it an ideal path for beginners and enthusiasts alike. As you delve deeper, each section unravels a vital component of machine learning. Grasp the essentials of regression analysis, understand the role of predictors, and navigate through the functionalities of Minitab, a key tool in data analysis. Journey through the structured world of regression trees and binary logistic regression, and master the art of classification trees. The course also emphasizes the importance of data cleaning and constructing robust data models, culminating in the achievement of learning success. This course is not just an educational experience; it's a gateway to the future of data science and AI. Learning Outcomes Comprehend the basic principles and applications of machine learning. Develop proficiency in regression analysis and predictor identification. Gain practical skills in Minitab for data analysis. Understand and apply regression and classification trees. Acquire expertise in data cleaning and model creation. Why choose this Machine Learning Basics course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Machine Learning Basics course for? Novices eager to delve into machine learning. Data enthusiasts looking to enhance their analytical skills. Professionals in IT and related fields expanding their expertise. Academics and students in computer science and data studies. Career changers interested in the field of data science and AI. Career path Data Analyst - £30,000 to £55,000 Machine Learning Engineer - £40,000 to £80,000 AI Developer - £35,000 to £75,000 Business Intelligence Analyst - £32,000 to £60,000 Research Scientist (Machine Learning) - £45,000 to £85,000 Software Engineer (AI Specialization) - £38,000 to £70,000 Prerequisites This Machine Learning Basics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Basics 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. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Section 01: Introduction Introduction to Supervised Machine Learning 00:06:00 Section 02: Regression Introduction to Regression 00:13:00 Evaluating Regression Models 00:11:00 Conditions for Using Regression Models in ML versus in Classical Statistics 00:21:00 Statistically Significant Predictors 00:09:00 Regression Models Including Categorical Predictors. Additive Effects 00:20:00 Regression Models Including Categorical Predictors. Interaction Effects 00:18:00 Section 03: Predictors Multicollinearity among Predictors and its Consequences 00:21:00 Prediction for New Observation. Confidence Interval and Prediction Interval 00:06:00 Model Building. What if the Regression Equation Contains 'Wrong' Predictors? 00:13:00 Section 04: Minitab Stepwise Regression and its Use for Finding the Optimal Model in Minitab 00:13:00 Regression with Minitab. Example. Auto-mpg: Part 1 00:17:00 Regression with Minitab. Example. Auto-mpg: Part 2 00:18:00 Section 05: Regression Trees The Basic idea of Regression Trees 00:18:00 Regression Trees with Minitab. Example. Bike Sharing: Part1 00:15:00 Regression Trees with Minitab. Example. Bike Sharing: Part 2 00:10:00 Section 06: Binary Logistics Regression Introduction to Binary Logistics Regression 00:23:00 Evaluating Binary Classification Models. Goodness of Fit Metrics. ROC Curve. AUC 00:20:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 1 00:16:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 2 00:18:00 Section 07: Classification Trees Introduction to Classification Trees 00:12:00 Node Splitting Methods 1. Splitting by Misclassification Rate 00:20:00 Node Splitting Methods 2. Splitting by Gini Impurity or Entropy 00:11:00 Predicted Class for a Node 00:06:00 The Goodness of the Model - 1. Model Misclassification Cost 00:11:00 The Goodness of the Model - 2 ROC. Gain. Lit Binary Classification 00:15:00 The Goodness of the Model - 3. ROC. Gain. Lit. Multinomial Classification 00:08:00 Predefined Prior Probabilities and Input Misclassification Costs 00:11:00 Building the Tree 00:08:00 Classification Trees with Minitab. Example. Maintenance of Machines: Part 1 00:17:00 Classification Trees with Miitab. Example. Maintenance of Machines: Part 2 00:10:00 Section 08: Data Cleaning Data Cleaning: Part 1 00:16:00 Data Cleaning: Part 2 00:17:00 Creating New Features 00:12:00 Section 09: Data Models Polynomial Regression Models for Quantitative Predictor Variables 00:20:00 Interactions Regression Models for Quantitative Predictor Variables 00:15:00 Qualitative and Quantitative Predictors: Interaction Models 00:28:00 Final Models for Duration and TotalCharge: Without Validation 00:18:00 Underfitting or Overfitting: The 'Just Right Model' 00:18:00 The 'Just Right' Model for Duration 00:16:00 The 'Just Right' Model for Duration: A More Detailed Error Analysis 00:12:00 The 'Just Right' Model for TotalCharge 00:14:00 The 'Just Right' Model for ToralCharge: A More Detailed Error Analysis 00:06:00 Section 10: Learning Success Regression Trees for Duration and TotalCharge 00:18:00 Predicting Learning Success: The Problem Statement 00:07:00 Predicting Learning Success: Binary Logistic Regression Models 00:17:00 Predicting Learning Success: Classification Tree Models 00:09:00
The CompTIA ITF+ (FCO-U61) course provides foundational knowledge and skills in IT fundamentals. It covers various aspects of computer usage, hardware, data storage, operating systems, network connectivity, security, troubleshooting, and software development. This course is designed to equip learners with a comprehensive understanding of IT concepts to prepare for entry-level IT roles. Learning Outcomes: Acquire an understanding of diverse computer uses in various scenarios. Gain insights into the components and operations of system hardware. Develop proficiency in managing device ports, peripherals, and mobile configurations. Enhance knowledge in data storage, file management, and application software usage. Master the essentials of network connectivity, IT security, and computer maintenance. Why buy this CompTIA ITF+ (FCO-U61)? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Certification After studying the course materials of the CompTIA ITF+ (FCO-U61) 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? Individuals starting their journey in the IT field. Students seeking foundational knowledge in computing. Career changers aiming to enter the IT sector. Aspiring IT professionals desiring a comprehensive understanding of computers. Individuals interested in acquiring a broad IT skill set. Prerequisites This CompTIA ITF+ (FCO-U61) does not require you to have any prior qualifications or experience. You can just enrol and start learning.This CompTIA ITF+ (FCO-U61) 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 IT Support Specialist: £20,000 - £30,000 per annum Network Administrator: £25,000 - £40,000 per annum Systems Analyst: £30,000 - £50,000 per annum Database Administrator: £30,000 - £50,000 per annum Software Developer: £25,000 - £45,000 per annum Cybersecurity Analyst: £30,000 - £55,000 per annum Course Curriculum Section 01: How People Use Computers Introduction to IT Fundamentals 00:03:00 The Case for Computer Literacy 00:03:00 Features Common to Every Computing Device 00:02:00 Common General-Purpose Computing Devices 00:02:00 Networks of Computing Devices 00:04:00 Remotely-Accessed Computer Systems 00:04:00 Specialized Computer Systems 00:02:00 Specialty I/O Devices 00:01:00 Section 02: System Hardware CPUs 00:03:00 Passive and Active Cooling 00:03:00 RAM and Active Memory 00:05:00 Motherboards 00:03:00 Power Supplies 00:03:00 AMA - Ask Me Anything about System Hardware 00:07:00 Section 03: Device Ports and Peripherals Ports and Connectors 00:03:00 General Use I/O Devices 00:02:00 AMA - Ask Me Anything about I/O, Ports and Peripherals 00:07:00 Section 04: Data Storage and Sharing Basics of Binary 00:04:00 Storage Technologies 00:04:00 Mass Storage Variation 00:03:00 AMA - Ask Me Anything about Data Storage and Sharing 00:07:00 Section 05: Understanding Operating Systems Operating System Functions 00:04:00 Operating System Interfaces 00:05:00 AMA - Ask Me Anything about Understanding OS's 00:05:00 Section 06: Setting Up and Configuring a PC Preparing the Work Area 00:02:00 Setting up a Desktop PC 00:01:00 Completing PC Setup 00:04:00 AMA - Ask Me Anything about Setting up and Configuring a PC 00:09:00 Section 07: Setting Up and Configuring a Mobile Device Personalizing a Tablet 00:08:00 AMA - Ask Me Anything about Mobile Devices Part 1 00:07:00 AMA - Ask Me Anything about Mobile Devices Part 2 00:07:00 Section 08: Managing Files File Management Tools 00:02:00 File Manipulation 00:06:00 Backups 00:03:00 AMA - Ask Me Anything about Managing Files 00:08:00 Section 09: Using and Managing Application Software Walking Survey of Applications 00:03:00 Managing Applications 00:03:00 Applications and Extensions 00:04:00 AMA - Ask Me Anything about Working with Applications 00:07:00 Section 10: Configuring Network and Internet Connectivity Wi-Fi Setup 00:06:00 Going High Speed 00:03:00 Setting Up and Sharing Printers 00:05:00 AMA - Ask Me Anything about Networks and Internet Connectivity Part 1 00:07:00 AMA - Ask Me Anything about Networks and Internet Connectivity Part 2 00:05:00 Section 11: IT Security Threat Mitigation Physical Security 00:05:00 Dealing with Malware 00:03:00 Password Management 00:03:00 Clickworthy 00:03:00 Perils of Public Internet 00:02:00 AMA - Ask Me Anything about IT Threat Mitigation Part 1 00:07:00 AMA - Ask Me Anything about IT Threat Mitigation Part 2 00:08:00 Section 12: Computer Maintenance and Management Power Management 00:03:00 Cleaning and Maintaining Computers 00:03:00 Trash it or Stash it? 00:02:00 AMA - Ask Me Anything about Computer Maintenance and Management 00:11:00 Section 13: IT Troubleshooting Troubleshooting 00:03:00 AMA - Ask Me Anything about Troubleshooting Computers Part 1 00:10:00 AMA - Ask Me Anything about Troubleshooting Computers Part 2 00:11:00 Section 14: Understanding Databases Introduction to Databases 00:06:00 Database Details 00:06:00 AMA - Ask Me Anything about Databases 00:06:00 Section 15: Developing and Implementing Software Introduction to Programming 00:04:00 Programming with a PBJ Sandwich 00:08:00 AMA - Ask Me Anything about Programming 00:04:00
Are you someone wishing to learn the skills to analyze data professionally using Power BI? Do you want to learn to create impressive reports? Then this is the right course for you! Learn the complete workflow in Power BI from A-to-Z and advanced analytics with DAX-calculated columns and measures, forecasting, and advanced analytics.
Are you passionate about fitness and eager to turn it into a profitable venture? The Fitness Business: Products Selling, Marketing, Coaching course offers you a comprehensive roadmap to create, sell, and market fitness products successfully. From ebooks to coaching services, discover the best business models and strategies tailored for the fitness industry to attract and retain loyal customers.
The Bash Scripting, Linux and Shell Programming Masterclass course is a comprehensive guide to mastering Bash scripting, Linux, and shell programming. It's designed to address a common challenge: the complexity of navigating and controlling Linux-based systems. By simplifying these concepts, the course empowers learners to manage and operate within a Linux environment efficiently. The ability to script and program in the shell opens doors to streamlined processes, automation, and enhanced productivity, benefits that are crucial in today's tech-driven world. Through this masterclass, you will learn the essentials of Linux navigation, file management, and shell programming. Each section is crafted to build your skills progressively, ensuring a deep understanding of each aspect. Whether managing users, handling text files, or exploring advanced Bash features, the course is structured to provide practical, real-world applications. This approach not only enhances your technical skills but also boosts your problem-solving abilities within a Linux context. By the end of this course, you will be proficient in the technical aspects of Linux and Bash scripting and gain a strategic edge in applying these skills. The course is designed for accessibility, allowing learners to study at their own pace, from any device. This flexibility ensures that you can integrate learning seamlessly into your schedule, making it ideal for both beginners and those looking to refresh their skills Learning Outcomes Gain proficiency in basic Bash scripting and shell programming. Learn to navigate efficiently within the Linux environment. Develop skills to access and use help resources in Linux. Acquire expertise in managing files and folders in Linux. Understand how to manipulate and process text files. Learn to manage user accounts and permissions in Linux. Master techniques for terminating programs and safe logouts. Discover efficient shortcuts for faster Linux operations. Deepen understanding of Bash specifics and advanced features. Access a wealth of resources for ongoing Linux learning. Why choose this Bash Scripting, Linux and Shell Programming Masterclass? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Bash Scripting, Linux and Shell Programming Masterclass for? Beginners eager to learn about Linux and shell programming. IT professionals seeking to enhance their scripting skills. System administrators aiming to improve their Linux proficiency. Developers interested in automating tasks with Bash scripting. Anyone curious about mastering Linux-based systems. Career path Linux System Administrator: £25,000 - £50,000. DevOps Engineer: £30,000 - £70,000. IT Support Specialist: £20,000 - £40,000. Software Developer (with Linux skills): £25,000 - £55,000. Network Engineer: £25,000 - £50,000 Prerequisites This Bash Scripting, Linux and Shell Programming Masterclass does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Bash Scripting, Linux and Shell Programming Masterclass 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. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Section 01: Introduction Introduction 00:02:00 Bash vs Shell vs Command Line vs Terminal 00:06:00 Section 02: Navigation Listing Folder Contents (ls) 00:05:00 Print Current Folder (pwd) 00:01:00 Change Folder (cd) 00:03:00 Using A Stack To Push Folders (pushd/popd) 00:03:00 Check File Type (file) 00:01:00 Find File By Name (locate) & Update Locate Database (updatedb) 00:02:00 Find A Command (which) 00:02:00 Show Command History (history) 00:02:00 Section 03: Getting Help Show Manual Descriptions (whatis) 00:01:00 Search Manual (apropos) 00:02:00 Reference Manuals (man) 00:02:00 Section 04: Working With Files/Folders Creating A Folder (mkdir) 00:02:00 Creating A File (touch) 00:02:00 Copy Files/Folders (cp) 00:02:00 Move & Rename Files/Folders (mv) 00:02:00 Delete Files/Folders (rm) 00:02:00 Delete Empty Folder (rmdir) 00:02:00 Change File Permissions (chmod) 00:06:00 Section 05: Text Files File Concatenation (cat) 00:03:00 File Perusal Filter (more/less) 00:02:00 Terminal Based Text Editor (nano) 00:03:00 Section 06: Users Run Commands As A Superuser (sudo) 00:03:00 Change User (su) 00:03:00 Show Effecter User and Group IDs (id) 00:02:00 Section 07: Killing Programs & Logging Out Kill A Running Command (ctrl + c) 00:02:00 Kill All Processes By A Name (killall) 00:02:00 Logging Out Of Bash (exit) 00:01:00 Section 08: Shortcuts Tell Bash That There Is No More Input (ctrl + d) 00:02:00 Clear The Screen (ctr + l) 00:02:00 Zoom In (ctrl + +) 00:02:00 Zoom Out (ctrl + -) 00:02:00 Moving The Cursor 00:02:00 Deleting Text 00:04:00 Fixing Typos 00:03:00 Cutting and Pasting 00:03:00 Character Capitalisation 00:03:00 Section 09: Bash Bash File Structure 00:03:00 Echo Command 00:04:00 Comments 00:04:00 Variables 00:06:00 Strings 00:06:00 While Loop 00:04:00 For Loop 00:04:00 Until Loop 00:03:00 Break & Continue 00:03:00 Get User Input 00:02:00 If Statement 00:09:00 Case Statements 00:06:00 Get Arguments From The Command Line 00:04:00 Functions 00:05:00 Global vs Local Variables 00:03:00 Arrays 00:06:00 Shell & Environment Variables 00:06:00 Scheduled Automation 00:03:00 Aliases 00:03:00 Wildcards 00:03:00 Multiple Commands 00:02:00 Section 10: Resource Resource 00:00:00 Assignment Assignment - Bash Scripting; Linux and Shell Programming Masterclass 00:00:00
Whether you're an average Java Developer and looking for a course to master Java Design Patterns or want to get the insights into the core of Software Development principles and Design patterns, then taking this Java Design Patterns - The Complete Masterclass - Update '18 course will be perfect for you. With this course, learn the patterns for creating versatile, reusable objects, and discover example use cases, conclude with implementation guidance, tips and techniques for avoiding the challenges posed by an individual pattern Some of the popular creational patterns such as Builder, Singleton, Prototype, Factory Method, and Abstract Factory and other essential concepts like multithreading, hierarchies and mutability also discussed in this course. By the time you complete this course, you'll be able to implement each design pattern in your own Java projects efficiently. What you'll learn Master Java Design Patterns Apply Design Patterns to Real-World Projects Build Software that's Robust and Flexible Using Java Design Patterns Solve common Software architecture problems with Java Design Patterns Requirements Working Java or any OOP Programming Language Knowledge Understand Interfaces, Composition, Inheritance, Polymorphism Willingness to learn and work hard This is NOT a Beginners Course Who this course is for: Programmers with Intermediate to advanced Software development knowledge Developers who want to learn about Programming Design Patterns Introduction Introduction 00:03:00 What You'll Get from this Course 00:05:00 Value: $5000 USD - Download Your FREE Bundle 00:05:00 Download All of the Slides Used in the Course 00:30:00 Download all the Source code for this Course 00:05:00 The gang of Four - The origins of Design Patterns -Strategy Design Pattern The Concepts Behind Design Patterns 00:05:00 The Strategy Design Pattern - Introduction 00:06:00 The Strategy Design Pattern -Score System 00:15:00 The Strategy Design Pattern - Payment System 00:02:00 The Strategy Design Pattern - Payment System - Part 2 00:12:00 The Strategy Design Pattern - Payment System - Final 00:07:00 Resources 00:15:00 Strategy Pattern Exercise and Challenge 00:15:00 The Observer Design Pattern The Observer Design Pattern 00:04:00 The Observer Design Pattern - Classes Creation 00:12:00 The Observer Design Pattern - Final 00:13:00 Resources 2 00:05:00 Strategy Pattern Exercise and Challenge 11 00:15:00 The Java Decorator Design Pattern The Decorator Design Pattern - Introduction 00:04:00 The Decorator Design Pattern - Classes Creation 00:11:00 The Decorator Design Pattern - Final 88 00:09:00 Resources 88 1 00:10:00 The Factory and Simple Factory Design Pattern Introduction to Simple Factory Design Pattern 00:07:00 The Factory Design Pattern - Introduction 00:03:00 The Factory Design Pattern - Part 2 00:12:00 The Factory Design Pattern - Final 00:08:00 Resources 88 2 00:05:00 The Singleton Design Pattern The Singleton Design Pattern - Introduction 00:03:00 The Singleton Design Pattern -Our First Singleton Class 00:06:00 The Singleton Design Pattern - Synchronized Method 00:07:00 The Singleton Design Pattern - Eager Creation 00:04:00 The Singleton Design Pattern - Double-Check Locking Creation 00:06:00 Resources 88 3 00:05:00 The Command Design Pattern in java The Command Design Pattern - Introduction 00:09:00 The Command Design Pattern - Gameboy Example 00:06:00 The Command Design Pattern - Command Interfaces Creation 00:09:00 The Command Design Pattern - Final 00:16:00 Resources 88 4 00:05:00 The Adapter Design Pattern The Adapter Design Pattern - Introduction 00:04:00 The Adapter Design Pattern - Diagram and Class Creation 00:12:00 The Adapter Design Pattern - Object Adapter 00:05:00 The Adapter Design Pattern - Final 00:03:00 Resources 88 5 00:05:00 The Facade Design Pattern The Facade Design Pattern - Introduction 00:04:00 The Facade Design Pattern - Final 00:13:00 Resources 88 6 00:05:00 The Template Design Pattern The Template Method Design Pattern 00:04:00 The Template Method Design Pattern - Part 2 00:07:00 The Template Method Design Pattern - Final 00:12:00 Resources 88 7 00:05:00 The Iterator Design Pattern About Iterator Design Pattern - Introduction 00:06:00 The Problem and Obvious Solution 00:05:00 Iterator Design Pattern Example - Geeky and Dev Stores 888 00:14:00 Rolling our Own Iterator Class 00:08:00 The Java Iterator Class 00:09:00 The State Design Pattern Introduction to Design Patterns - The State Design Pattern 00:08:00 State Design Pattern- The Obvious Solution 00:12:00 State Design Pattern- The Obvious Solution - Part 2 00:06:00 State Design Pattern- The Correct Solution - Part 1 00:13:00 State Design Pattern- The Correct Solution - Part 2 00:12:00 State Design Pattern- The Correct Solution - Test drive - Final 00:09:00 Resources 88 9 00:05:00 The Proxy Design Pattern Introduction to Proxy Design Pattern 00:05:00 Remote Proxy Design Pattern Implementation 00:11:00 Resources 88 10 00:05:00 The MVC - Model View Controller Design Pattern Introduction to MVC Design Pattern 00:07:00 MVC - Class Creation 00:10:00 MVC - Implementation 00:08:00 The Builder Design Pattern Introduction to Builder Design Pattern 00:05:00 Builder Design Pattern Implementation 00:14:00 The Interface Builder Design Pattern - Part 1 00:09:00 The Interface Builder Design Pattern - Final 00:08:00 The Prototype Design Pattern Introduction to Prototype Design Pattern 00:04:00 Cloning Person and Dolphin Objects 00:10:00 Using the Java Cloneable Interface 00:10:00 The Mediator Design Pattern Introduction to Mediator Design Pattern 00:05:00 Meditator Project with Code - Part 1 00:09:00 Meditator Project with Code - Final 00:10:00 Resources 88 11 00:05:00 The Visitor Design Pattern Introduction to Visitor Design Pattern 00:05:00 The Visitor Design Pattern - Cont. 00:07:00 The Visitor Design Pattern - Final 00:10:00 Resources 88 12 00:05:00 The Memento Design Pattern Introduction to Memento Design Pattern 00:05:00 Memento Class Creation 00:06:00 Memento - Final 00:08:00 Resources 88 13 00:05:00 The Interpreter Design Pattern Introduction to the Interpreter Design Pattern 00:03:00 The Interface Interpreter Design Pattern - Final 00:12:00 Resources 88 14 00:05:00 The Chain of Responsibility Design Pattern Introduction to Chain of Responsibility Design Patterns 00:04:00 The Chain of Responsibility Design Pattern - cont 00:09:00 The Chain of Responsibility Design Pattern - Final 00:07:00 Resources 88 15 00:05:00 The Bridge Design Pattern Introduction to Bridge Design Pattern 00:04:00 Bridge Design Pattern - Classes Setup 00:07:00 Bridge Design Pattern - Final 00:03:00 Resources 88 16 00:05:00 The Flyweight Design Pattern Introduction to Flyweight Design Pattern 00:01:00 Flyweight - Final 00:12:00
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.
Duration 4 Days 24 CPD hours This course is intended for This is an introductory-level Java programming course, designed for experienced developers who wish to get up and running with Java, or who need to reinforce sound Java coding practices, immediately. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Understand not only the fundamentals of the Java language, but also its importance, uses, strengths and weaknesses Understand the basics of the Java language and how it relates to OO programming and the Object Model Learn to use Java exception handling features Work with the Modular system (Project Jigsaw) Understand and use classes, inheritance and polymorphism Understand and use collections, generics, autoboxing, and enumerations Process large amount of data using Lambda expressions and the Stream API Abstract, static and private methods in interfaces Take advantage of the Java tooling that is available with the programming environment being used in the class Specific Java 11 features covered: Using the Local Variable Type in Lambda expressions; Updates made to the String AP Time Permitting: Quick look ahead - Java 12, Java 13, Java 14 and Beyond If you're an experienced OO developer (coming from a C# or C++ background, etc.) who needs to transition to programming in Java, this fast-paced, hands-on course will get you there quickly. Fast Track to Java Programming for OO Experienced Developers is a four-day, lab-intensive class where you'll quickly be immersed in working with the latest Java 11 programming techniques, using best practices for writing solid, robust (and well-written!) modern object-oriented applications. In addition to learning excellent, current coding skills in Java, you'll explore the new improved features for better performance and new capabilities for addressing rapid application development that Java 11 brings to the table. This course includes several key aspects that were introduced in Java 9, Java 10, and Java 11 including the Java Modular System, Local Variable Type Inference, and several API updates. This course also includes a Quick Look at what?s next in Java ? Java 12, Java 13, Java 14 and beyond. The Java Platform Java Platforms Lifecycle of a Java Program Responsibilities of JVM Documentation and Code Reuse Using the JDK Setting Up Environment Locating Class Files Compiling Package Classes Source and Class Files Java Applications The Eclipse Paradigm Workbench and Workspace Views Editors Perspectives Projects Writing a Simple Class Classes in Java Class Modifiers and Types Class Instance Variables Primitives vs. Object References Creating Objects Adding Methods to the Class Passing Parameters into Methods Returning a Value from a Method Overloaded Methods Constructors Optimizing Constructor Usage Language Statements Operators Comparison and Logical Operators Looping Continue and Break Statements The switch Statement The for-each() Loop Using Strings Create an instance of the String class Test if two strings are equal Get the length of a string Parse a string for its token components Perform a case-insensitive equality test Build up a string using StringBuffer Contrast String, StringBuffer, and StringBuilder Specializing in a Subclass Extending a Class Casting The Object Class Default Constructor Implicit Constructor Chaining Fields and Variables Instance vs. Local Variables: Usage Differences Data Types Default Values Block Scoping Rules Final and Static Fields Static Methods Using Arrays Arrays Accessing the Array Multidimensional Arrays Copying Arrays Variable Arguments Local-Variable Type Inference Type inference Infering Types of Local Variables The var Reserved Type name Benefits of Using var Backward Compatibility Java Packages and Visibility Class Location of Packages The Package Keyword Importing Classes Executing Programs Visibility in the Modular System Java Naming Conventions Inheritance and Polymorphism Polymorphism: The Subclasses Upcasting vs. Downcasting Calling Superclass Methods from Subclass The final Keyword Interfaces and Abstract Classes Separating Capability from Implementation Abstract Classes Implementing an Interface Abstract Classes vs. Interfaces Introduction to Exception Handling Exception Architecture Throwing Exceptions Checked vs. Unchecked Exceptions Exceptions Handling Multiple Exceptions Automatic Closure of Resources Creating Your Own Exceptions Utility Classes Wrapper Classes Autoboxing/Unboxing Enumeration Syntax Using Static imports Introduction to Generics Generics and Subtyping Bounded Wildcards Generic Methods Legacy Calls to Generics When Generics Should Be Used Lambda Expressions and Functional Interface Lambda Expression Syntax Functional Interfaces Type Inference in Java 8 Method references Collections Characterizing Collections Collection Interface Hierarchy The Set, List and Queue Interfaces Map Interfaces Using Collections Collection Sorting Comparators Using the Right Collection Lambda expressions in Collections Streams Processing Collections of data The Stream interface Reduction and Parallelism Filtering collection data Sorting Collection data Map collection data Find elements in Stream Numeric Streams Create infinite Streams Sources for using Streams Collectors Creating Collections from a Stream Group elements in the Stream Multi-level grouping of elements Partitioning Streams Introduction to the Module System Introduce Project Jigsaw Classpath and Encapsulation The JDK internal APIs Java 9 Platform modules Defining application modules Define module dependencies Implicit dependencies Implied Readability Exporting packages Java Date/Time The Date and Calendar classes Introduce the new Date/Time API LocalDate, LocalDateTime, etc. Formatting Dates Working with time zones Manipulate date/time values Java 12 and beyond Provide an overview of changes since Java 11 Introduce Preview Features Records (Java 14) Switch Expressions (Java 12, Java 13, Java 14) Text Blocks (Java 13, Java 14) Helpful NullPointerExceptions (Java 14) Pattern Matching for instanceof (Java 14) Additional course details: Nexus Humans Fast Track to Core Java Programming for Object Oriented Developers (TT2104-J11) 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 Fast Track to Core Java Programming for Object Oriented Developers (TT2104-J11) 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.
Estate Agent and Property Management If you want to learn about Estate Agent and Property Management and become an expert in the field, you have arrived at the right place. Industry experts designed this Estate Agent and Property Management course to enable you to learn quickly and efficiently and at your own pace and convenience. If you're looking to start a career in estate agency and property management, or you're an experienced professional looking to enhance your skills, our "Estate Agent and Property Management" online course is the perfect solution. Our expert instructors will guide you through comprehensive training in property management, marketing and sales, customer service, and more. You'll learn how to effectively market and sell properties, manage and maintain properties, and provide outstanding customer service to clients. This course is delivered entirely online, allowing you to learn at your own pace and on your own schedule. Enroll now and take the first step towards a rewarding career in estate agency and property management! Learning Outcomes After completing this Estate Agent and Property Management course, learner will be able to: Understand the fundamental knowledge of estate agents Gain a thorough understanding of business planning Understand acquisition of ownership Understand other rights to property Gain a solid understanding of land use control, environmental liability and leases Understand how to make your first real estate investment Know how to determine a good deal Know how to write money-making contracts Understand negotiations Gain in-depth knowledge about tax and real estate finance Understand regulation of estate agents Why Choose this Estate Agent and Property Management Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing this Estate Agent and Property Management course. Free Course Course 01: Property Management Others Benefits of this Estate Agent and Property Management Course: Free 2 PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate as soon as completing the Estate Agent and Property Management course] Course Curriculum of This Course Module 1: Basic Knowledge of Estate Agents Estate Agent Start Thinking Decide to be an Estate Agent Laying It All Out Finding Value The Real Deal Module 2: Business Planning Writing Your Business Plan Experience Pays Figuring Your Commission Outlining Your Key Goals Outlining Your Business Plan Stoking Growth Module 3: Ownership of Real Estate Freehold Ownership Leasehold Ownership Other Interests In Land Restrictions on Ownership by Foreigners Module 4: Acquisition of Ownership Formal Requirements Registration Asset Deals Share Deals Public Auctions Module 5: Other Rights to Property Mortgages and Charges Easements Preâemption Rights Options Overage Module 6: Land Use Control The Process to Use Property Control Module 7: Environmental Liability Responsibility for the Environment Module 8: Leases Duration Rent Rent Review Operating Expenses Maintenance, Repair and Renovation at End of Lease Assignments/ Transfers Subleases Termination Sale of the Leased Property Module 9: Making Your First Real Estate Investment Use Positive Leverage to Maximise Your Return Remember That Location Is Paramount Buy the Least Expensive House on the Street Confirm Your Neighbourhood School with the Central Administration Consider Resale Value When You Buy Hire a Property Inspector Have a Buyer's Broker Represent You Use the Four Best Ways to Shop for a Mortgage Explore the Fixed-Rate Mortgage Save with a 15-Year Mortgage Concentrate on Resale Potential Rather Than Age of a Property Never Fall in Love with a Property Get a Second Opinion on Price Use a Lease Option Be Cautious When Buying a New Home from a Builder Read the Survey Carefully Have Your Title Company Delete Exceptions in Its Title Commitment Module 10: How to Determine a Good Deal? How Do You Determine a Good Deal? The Cost Approach The Market Approach The Income Approach The Enhanced Value Approach Module 11: How to Write Money-Making Contracts Learn the Rules of Contract Drafting Protect Your Purchases with a Financing Contingency Clause Diffuse Balloon Mortgages with Extension Options Avoid Personal Liability with an Escrow Deposit Create 'Outs' in Your Contracts Specify Time Limits in Contracts Add Performance Requirements to Your Contract Review All Leases on a Property Prior to Settlement Demand 'Guarantees' on Financial Representations Avoid Outstanding Lease Payments Employ Closing Extenders Keep Your Option to Sell Open Increase Deductions with Written Tax Allocations Use Outside Property Inspectors Ask for a Pre Executed Mortgage Satisfaction Itemise Personal Property That Is Part of Purchase Shift Cash Expenses to the Seller Generate Cash with Rebates for Repairs Get Pest Inspection on Improved Property Place the Burden of Title Insurance on the Seller Get the Property Surveyed Make Your Contract Clauses Survive Closings Use Default, Severability, and Binding-Agreement Clauses Use Penalty Provisions to Ensure Timely Property Possession Conduct a Final Inspection Insure against Property Damage Disclose Professional Relations Module 12: The Art of the Deal: Negotiations Understand That 'No' Doesn't Always Mean No Control the Playing Field Use the Power of Silence Employ Take-Away Options Use a Conversational Approach Use Your Star Negotiator Never Negotiate against Yourself Module 13: How to Sell Your Property Price It Right Use the Three Most Common Appraisal Methods Find the Right Buyer Pass the Two-Minute Test Module 14: Tax Stamp Duty Land Tax Value Added Tax Other Real Estate Taxes Taxation of Rental Income from Real Estate Taxation of Dividends from a Company Owning Real Estate Taxation of Capital Gains on Real Estate Taxation of Capital Gains from the Disposal of Shares in a Company Owning Real Estate Taxation of Gain on Disposal of a Partnership Interest in a Partnership Owning Real Estate Real Estate Investment Trusts Real Estate Funds Module 15: Real Estate Finance Interest Rate Risks Assets Held as Security Further Collateral Agreements Taxation on the Creation of Security Module 16: Regulation of Estate Agents Who Regulates Estate Agents? Estate Agents Act 1979 (EAA 1979) Consumer Protection from Unfair Trading Regulations 2008 (the 'CPRs') Consumer Contracts (Information, Cancellation and Additional Charges) Regulations 2013 Consumers, Estate Agents and Redress Act 2007 Town and Country Planning (Control of Advertisements) Regulations 1992 Money Laundering Regulations 2007 Assessment Method After completing each module of the Estate Agent and Property Management Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification After completing the MCQ/Assignment assessment for this Estate Agent and Property Management course, you will be entitled to a Certificate of Completion from Training Tale which is completely free to download. Who is this course for? Estate Agent and Property Management This Estate Agent and Property Management course is suitable for anyone who aspires to work in or currently works in the health care sector. Requirements Estate Agent and Property Management There are no specific requirements for this Estate Agent and Property Management course because it does not require any advanced knowledge or skills. Career path Estate Agent and Property Management After completing this Estate Agent course, you will gain in-depth knowledge about real estate and you will be able to pursue a variety of rewarding career opportunities, such as- Real Estate Agent Real Estate Broker Real Estate Investor Property Developer Property Manager