386 Vector courses in Liverpool delivered Online

Overview In the era where information is abundant and decisions are driven by data, have you ever pondered, 'what is machine learning?' or 'what is data science?' Dive into the realm of 'Data Science & Machine Learning with R from A-Z,' a comprehensive guide to unravel these complexities. This course effortlessly blends the foundational aspects of data science with the intricate depths of machine learning algorithms, all through the versatile medium of R. As the digital economy booms, the demand for machine learning jobs continues to surge. Equip yourself with the proficiency to navigate this dynamic field and transition from being an inquisitive mind to a sought-after professional in the space of data science and machine learning with R. Learning Outcomes: Understand the foundational concepts of data science and machine learning. Familiarise oneself with the R environment and its functionalities. Master data types, structures, and advanced techniques in R. Acquire proficiency in data manipulation and visual representation using R. Generate comprehensive reports using R Markdown and design web applications with R Shiny. Gain a thorough understanding of machine learning methodologies and their applications. Gain insights into initiating a successful career in the data science sector. Why buy this Data Science & Machine Learning with R from A-Z course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Data Science & Machine Learning with R from A-Z 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 Data Science & Machine Learning with R from A-Z course for? This course is ideal for Individuals keen on exploring the intricacies of machine learning and data science. Aspiring data analysts and scientists looking to specialise in Machine Learning with R. IT professionals aiming to diversify their skill set in the emerging data-driven market. Researchers seeking to harness the power of R for data representation and analysis. Academics and students aiming to bolster their understanding of modern data practices with R. Prerequisites This Data Science & Machine Learning with R from A-Z does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Data Science & Machine Learning with R from A-Z 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 Data Scientist - Average salary range: £35,000 - £70,000 Per Annum Machine Learning Engineer - Average salary range: £50,000 - £80,000 Per Annum Data Analyst - Average salary range: £28,000 - £55,000 Per Annum R Developer - Average salary range: £30,000 - £60,000 Per Annum R Shiny Web Developer - Average salary range: £32,000 - £65,000 Per Annum Machine Learning Researcher - Average salary range: £40,000 - £75,000 Per Annum Course Curriculum Data Science and Machine Learning Course Intro Data Science and Machine Learning Introduction 00:03:00 What is Data Science 00:10:00 Machine Learning Overview 00:05:00 Who is This Course for 00:03:00 Data Science and Machine Learning Marketplace 00:05:00 Data Science and Machine Learning Job Opportunities 00:03:00 Getting Started with R Getting Started 00:11:00 Basics 00:06:00 Files 00:11:00 RStudio 00:07:00 Tidyverse 00:05:00 Resources 00:04:00 Data Types and Structures in R Unit Introduction 00:30:00 Basic Type 00:09:00 Vector Part One 00:20:00 Vectors Part Two 00:25:00 Vectors - Missing Values 00:16:00 Vectors - Coercion 00:14:00 Vectors - Naming 00:10:00 Vectors - Misc 00:06:00 Creating Matrics 00:31:00 List 00:32:00 Introduction to Data Frames 00:19:00 Creating Data Frames 00:20:00 Data Frames: Helper Functions 00:31:00 Data Frames Tibbles 00:39:00 Intermediate R Intermediate Introduction 00:47:00 Relational Operations 00:11:00 Conditional Statements 00:11:00 Loops 00:08:00 Functions 00:14:00 Packages 00:11:00 Factors 00:28:00 Dates and Times 00:30:00 Functional Programming 00:37:00 Data Import or Export 00:22:00 Database 00:27:00 Data Manipulation in R Data Manipulation in R Introduction 00:36:00 Tidy Data 00:11:00 The Pipe Operator 00:15:00 The Filter Verb 00:22:00 The Select Verb 00:46:00 The Mutate Verb 00:32:00 The Arrange Verb 00:10:00 The Summarize Verb 00:23:00 Data Pivoting 00:43:00 JSON Parsing 00:11:00 String Manipulation 00:33:00 Web Scraping 00:59:00 Data Visualization in R Data Visualization in R Section Intro 00:17:00 Getting Started 00:16:00 Aesthetics Mappings 00:25:00 Single Variable Plots 00:37:00 Two Variable Plots 00:21:00 Facets, Layering, and Coordinate Systems 00:18:00 Styling and Saving 00:12:00 Creating Reports with R Markdown Creating with R Markdown 00:29:00 Building Webapps with R Shiny Introduction to R Shiny 00:26:00 A Basic R Shiny App 00:31:00 Other Examples with R Shiny 00:34:00 Introduction to Machine Learning Machine Learning Part 1 00:22:00 Machine Learning Part 2 00:47:00 Starting A Career in Data Science Starting a Data Science Career Section Overview 00:03:00 Data Science Resume 00:04:00 Getting Started with Freelancing 00:05:00 Top Freelance Websites 00:05:00 Personal Branding 00:05:00 Importance of Website and Blo 00:04:00 Networking Do's and Don'ts 00:04:00 Assignment Assignment - Data Science & Machine Learning with R 00:00:00

This course focuses on understanding all the basic theory and programming skills required as a data scientist, featuring 35+ practical case studies covering common business problems faced by them. This course seeks to fill all those gaps in knowledge that scare off beginners and simultaneously apply your knowledge of data science and deep learning to real-world business problems.

Register on the CompTIA PenTest+ (Ethical Hacking) today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get an e-certificate as proof of your course completion. The CompTIA PenTest+ (Ethical Hacking) is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The CompTIA PenTest+ (Ethical Hacking) Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the CompTIA PenTest+ (Ethical Hacking), all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16.  Course Content Section 01: Introduction Introduction 00:09:00 Section 02: Planning And Scoping Planning a Pen Test 00:09:00 Rules of Engagement 00:11:00 Resources and Budget 00:07:00 Impact and Constraints 00:05:00 Support Resources 00:13:00 Legal Groundwork 00:12:00 Scope Considerations 00:11:00 Lab Environment Setup 00:23:00 Project Strategy and Risk 00:09:00 Scope Vulnerabilities 00:14:00 Compliance-Based Assessments 00:05:00 Section 03: Surveying The Target Scanning and Enumeration 00:05:00 Scanning Demo 00:11:00 Packet Investigation 00:08:00 Packet Inspection Demo 00:06:00 Application and Open-Source Resources 00:12:00 Vulnerability Scanning 00:09:00 Vulnerability Scanning Demo 00:17:00 Target Considerations 00:16:00 Nmap Timing and Performance Options 00:07:00 Prioritization of Vulnerabilities 00:09:00 Common Attack Techniques 00:12:00 Credential Attacks 00:15:00 Weaknesses in Specialized Systems 00:18:00 Section 04: Select Your Attack Vector Remote Social Engineering 00:07:00 Spear Phishing Demo 00:10:00 In-Person Social Engineering 00:12:00 Network-Based Exploits 00:07:00 FTP Exploit Demo 00:08:00 Man-in-the-middle Exploits 00:07:00 Wireless Exploits 00:14:00 Application Exploits, Part 1 00:06:00 SQL Injection Demo 00:09:00 Application Exploits, Part 2 00:08:00 Application Exploits, Part 3 00:09:00 Code Vulnerabilities 00:17:00 Local Host Vulnerabilities 00:05:00 Privilege Escalation (Linux) 00:10:00 Privilege Escalation (Windows) 00:06:00 Misc. Privilege Escalation 00:08:00 Misc. Local Host Vulnerabilities 00:08:00 Physical Security 00:11:00 Post-Exploitation Techniques 00:11:00 Persistence and Stealth 00:11:00 Section 05: Selecting Pen Testing Tools Nmap Scoping & Output Options 00:21:00 Pen Testing Toolbox 00:07:00 Using Kali Linux 00:06:00 Scanners & Credential Tools 00:10:00 Code-Cracking Tools 00:05:00 Open-Source Research Tools 00:07:00 Wireless and Web Pen Testing Tools 00:11:00 Remote Access Tools 00:06:00 Analyzers and Mobile Pen Testing Tools 00:03:00 Other Pen Testing Tools 00:05:00 Using Scripting in Pen Testing 00:13:00 Bash Scripting Basics 00:15:00 Bash Scripting Techniques 00:10:00 PowerShell Scripts 00:04:00 Ruby Scripts 00:07:00 Python Scripts 00:07:00 Scripting Languages Comparison 00:11:00 Section 06: Reporting And Communication Writing Reports 00:16:00 Post-Report Activities 00:06:00 Mitigation Strategies 00:05:00 Communication 00:10:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Duration 5 Days 30 CPD hours This course is intended for Ideal candidates are IT Professionals who deploy small-to-medium scale enterprise network solutions based on Aruba products and technologies. Overview After you successfully complete this course, expect to be able to: Explain Networking Fundamentals Describe and review the Aruba Switching portfolio with customers Install and configure devices running the ArubaOS-CX Network Operating System Describe and configure VLANs Explain, describe and configure Spanning Tree Protocol Understand when to use VRRP and how to configure it Explain and configure Link Aggregation Understand and configure IP Routing Explain IP Subnetting Understand and configure OSPFv2 - Single Area Describe and configure Switch Stacking using VSF Configuration of Aruba solutions using Secure Management and Maintenance methodologies Manage, monitor, administer and operate Aruba solutions using Aruba's NetEdit tool This course teaches you the fundamental skills necessary to configure and manage modern, open standards-based networking solutions using Aruba's OS-CX routing and switching technologies. This course consists of approximately 60% lecture and 40% hands-on lab exercises to help you learn how to implement and validate small to medium enterprise network solutions. This 5-day course prepares candidates for the Aruba Certified Switching Associate exam.In this course, participants learn about ArubaOS-CX switch technologies including multi-layer switches. You will also learn about broadcast domains and Virtual Local Area Networks (VLANs); secure management protocols such as AAA, SSH, HTTPS, and Dynamic Segmentation using Aruba's Role-Based Access Control (RBAC); availability technologies such as Multiple Spanning Tree Protocol (MSTP); link aggregation techniques including Link Aggregation Control Protocol (LACP) and switch virtualization with Aruba?s Virtual Switching Framework (VSF). Static and dynamic IP routing protocols such as Open Shortest Path First (OSPF) are also covered. Network Fundamentals What is a network? What is a Protocol? OSI Reference Model Encapsulation, frames, packets, segments Layer 2 to Layer 7 headers Media, cabling, Ethernet/wifi headers Binary/Hex/Decimal theory and conversion TCP/IP Stack (IP addressing & Transport Protocols TCP/UDP) Types of traffic: Unicast, Broadcast, Multicast TCP/IP Stack Overview Ethernet frames IPv4 Header TCP Header ? Three-way Handshake TCP Header ? Sequence Numbers TCP Header ? Port Numbers TCP Header UPD Header Basic Networking with Aruba Solutions Networking devices: Switches, Routers, Multilayer Switches, APs, Mobility Controllers, Firewalls, Servers (HTTP, DHCP, DNS, Telnet, FTP) 2-Tier vs 3-Tier hierarchy Switching Portfolio (AOS switches & AOS-CX switches) is this introducing both portfolio on a couple of slide and few slides on AOS-CX hardware architecture, software architecture and intro to NAE high level. Introduction to AOS-CX and feature set Port numbering Accessing Aruba OS-CX CLI Prompt modes/levels and navigation Context sensitive help Show logs, configuration, interfaces, transceivers, flash, version Hostname/interface name, enabling interfaces Link Layer Discovery Protocol ICMP and reachability testing tools: Ping and Traceroute PoE (standards one slide and what we support and one or two slide on configuration and verifications.) VLANs Broadcast/collision domains VLAN benefits VLAN creation DHCP server configuration in switches (optional) 802.1Q tagging Switchports vs. Routed ports MAC address table ARP table Packet Delivery part 1 Spanning Tree Protocol Redundant network L2 loops 802.1D Common Spanning Tree 802.1s 802.1w overview 802.1w load balancing 802.1w region configuration Link Aggregation Static Aggregation LACP Load Balancing IP Routing - Part 1 Default Gateway DHCP IP Helper Address IP Routing Service Inter-VLAN routing Packet Delivery Part 2 Need for layer 3 redundancy Introduction to VRF VRRP VRRP overview VRRP basic operation VRRP failover and preempt VRRP and MSTP coordination IP Routing - Part 2 Subnetting CIDR Static routes Administrative Distance Floating routes Scalability issues IP Routing - Part 3 IGP vs EGP Distance Vector vs Link State OSPF Router-ID and Hello Messages Passive interfaces States DR and BDR LSDB: LSA 1 and 2 Path selection and convergence Using cost to manipulate routes Stacking Control Plane, Management Plane, and Data Plane Introduction to Stacking technologies Stacking Benefits Centralized control and management plane Distributed Data Plane and Distributed Link Aggregation VSF VSF requirements VSF Link and member roles VSF member IDs and port numbers VSF Configuration VSF Provisioning use cases Tracing Layer 2 traffic: Unicast Tracing Layer 2 traffic: Broadcast, Multicast, and Unknown Unicast VSF Failover and OSFP Graceful-Restart VSF Link failure without MAD MAD VSX Introduction Secure Management and Maintenance OOBM port Management VRF Secure Management Protocols: AAA, SSH, HTTPS, RBAC Radius-based management auth (VSA) SNMP Web interface Configuration file management (Backup, restore, checkpoint and roll back) Operating System image management (backup and restore) Factory default/password recovery AOS-CX Management tools Intro to NetEdit NetEdit installation Basic monitoring with NetEdit AOS-CX Mobile App Additional course details: Nexus Humans Aruba OS-CX Switching Fundamentals, Rev. 20.21 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 Aruba OS-CX Switching Fundamentals, Rev. 20.21 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.

Logic Pro X Instrument Plugins & VSTs Training Course Overview Are you looking to begin your logic instruments career or want to develop more advanced skills in logic instruments? Then this logic pro X instrument plugins & VSTs online training course will set you up with a solid foundation to become a confident musician and help you to develop your expertise in logic instruments. This logic pro X instrument plugins & VSTs online training course is accredited by the CPD UK & IPHM. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this logic pro X instrument plugins & VSTs online training course will set you up with a solid foundation to become a confident musician and develop more advanced skills. Gain the essential skills and knowledge you need to propel your career forward as a musician. The logic pro X instrument plugins & VSTs online training course will set you up with the appropriate skills and experience needed for the job and is ideal for both beginners and those currently working as a musician. This comprehensive logic pro X instrument plugins & VSTs online training course is the perfect way to kickstart your career in the field of logic instruments. This logic pro X instrument plugins & VSTs online training course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. If you're interested in working as a musician or want to learn more skills on logic instruments but unsure of where to start, then this logic pro X instrument plugins & VSTs online training course will set you up with a solid foundation to become a confident musician and develop more advanced skills. As one of the leading course providers and most renowned e-learning specialists online, we're dedicated to giving you the best educational experience possible. This logic pro X instrument plugins & VSTs online training course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. Who should take this course? This comprehensive logic pro X instrument plugins & VSTs online training course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of logic instruments. Entry Requirement There are no academic entry requirements for this logic pro X instrument plugins & VSTs online training course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Career path This logic pro X instrument plugins & VSTs online training course opens a brand new door for you to enter the relevant job market and also provides you with the chance to accumulate in-depth knowledge at the side of needed skills to become flourishing in no time. You will also be able to add your new skills to your CV, enhance your career and become more competitive in your chosen industry. Course Curriculum Introduction & Necessary Bits Introduction Resources What is an 'Instrument' in Logic Pro X Quick Help Functionality With Instruments Setting up Controller Assignments Option Click Quick Wins with logic Pro Instruments Copy and Adapt Any Commercial Sound into Your Own Instrument Create Endless Drum Groove Variations Create Waveforms From Your Voice in Retro Synth Modulate Anything in Any Instrument Turn Drums into Chords Introduction to Synthesis & Sound Production Introduction to Synthesis: Oscillation Introduction to Synthesis: Filters Introduction to Synthesis: Envelopes Introduction to Synthesis: Modulation Introduction to Synthesis: Advanced Concepts logic Pro Synthesizers ESM - Monophonic Bass Synth ESE - Polyphonic Synth ESP Assignment: ESP Sound Building ES1 - Part 1 ES1 - Part 2 EFM - Frequency Modulation Synthesizer Retro Synth - Part 1: Analog Page Retro Synth - Part 2: Sync, Table & FM Pages ES2 Part 1: Oscillators ES2 Part 2: Filter & Effects ES2 Part 3: Modulation & Envelopes ES2 Part 4: Vector Envelope, XY Pad, Global & Macro EXS24 Sampler Part 1: Introduction EXS24 Sampler Part 2: Parameters Window EXS24 Sampler Part 3: Importing & Zones EXS24 Sampler Part 4: Groups EXS24 Sampler Part 5: Multiple Samples & Multiple Outputs EVOC PS - Vocoder Synth Alchemy Course Introduction Browse and Simple View Advanced View Filters, Sends and Voices Modulation MSEG - Multistage Envelope Generator Sequencer Mod Map Arpeggiator Effects Library Management Should You Go Further With Alchemy Advance Alchemy Sampling Preparing Your Own Samples Sampling Basics Additive Granular Spectral Formant Sculpture Introduction to Sculpture Objects and Material Modulation in Sculpture Envelopes MIDI Controllers, Morph and Envelope Recording logic Pro Vintage Modelled Instruments Vintage Electric Piano Vintage Clavinet Vintage B3 Hammond Organ Part 1: Main Window Vintage B3 Hammond Organ Part 2: Rotor Cabinet Vintage B3 Hammond Organ Part 3: Options Vintage B3 Hammond Organ Part 4: Effects & Expert View logic Pro X Drums Drum Kits vs Drummers Drummer Drum Kit Designer Drum Machine Designer Ultrabeat Part 1: Overview & Assignments Panel Ultrabeat Part 2: Synthesizer Window Ultrabeat Part 3: Oscillator Types Ultrabeat Part 4: Modulation Ultrabeat Part 5: Sequencer Build A Sound Introduction Understanding 'Archetypal' Sounds: Envelopes Understanding 'Archetypal' Sounds: Waveforms The Design Process Recognised Accreditation CPD Certification Service This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Certificate of Achievement Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

This course covers the basic concepts of machine learning (ML) that are crucial for getting started on the journey of becoming a skilled ML developer. You will become familiar with different algorithms and networks, such as supervised, unsupervised, neural networks, Convolutional Neural Network (CNN), and Super-Resolution Convolutional Neural Network (SRCNN), needed to develop effective ML solutions.

Duration 4 Days 24 CPD hours This course is intended for This is an introductory-level C++ programming course designed for developers with experience programming in C or other languages. Practical hands-on prior programming experience and knowledge is required. Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, designed to train attendees in basic coding with C++, coupling the most current, effective techniques with the soundest industry practices. Our engaging instructors and mentors are highly experienced practitioners who bring years of current 'on-the-job' experience into every classroom. Working in a hands-on learning environment, guided by our expert team, attendees will learn: Writing procedural programs using C++ Using private, public and protected keywords to control access to class members Defining a class in C++ Writing constructors and destructors Writing classes with const and static class members Overloading operators Implementing polymorphic methods in programs Writing programs using file I/O and string streams Using manipulators and stream flags to format output Using the keyword template to write generic functions and classes Writing programs that use generic classes and functions Writing programs that use algorithms and containers of the Standard Library Apply object-oriented design techniques to real-world programming problems Using algorithms and containers of the Standard Library to manipulate string data Understand how C++ protects the programmer from implementation changes in other modules of an application Using try() blocks to trap exceptions Using catch() blocks to handle exceptions Defining exceptions and using throw to trigger them Introduction to C++ Programming / C++ Essentials is a skills-focused, hands-on C++ training course geared for experienced programmers who need to learn C++ coupled with sounds coding skills and best practices for OO development. Students will leave this course armed with the required skills to put foundation-level C++ programming skills right to work in a practical environment. The central concepts of C++ syntax and style are taught in the context of using object-oriented methods to achieve reusability, adaptability and reliability. Emphasis is placed on the features of C++ that support abstract data types, inheritance, and polymorphism. Students will learn to apply the process of data abstraction and class design. Practical aspects of C++ programming including efficiency, performance, testing, and reliability considerations are stressed throughout. Comprehensive hands on exercises are integrated throughout to reinforce learning and develop real competency Moving from C to C++ (Optional) New Compiler Directives Stream Console I/O Explicit Operators Standard Libraries Data Control Capabilities Handling Data New Declaration Features Initialization and Assignment Enumerated Types The bool Type Constant Storage Pointers to Constant Storage Constant Pointers References Constant Reference Arguments Volatile Data Global Data Functions Function Prototypes and Type Checking Default Function Data Types Function Overloading Problems with Function Overloading Name Resolution Promotions and Conversions Call by Value Reference Declarations Call-by-Reference and Reference Types References in Function Return Constant Argument Types Conversion of Parameters Using Default Initializers Providing Default Arguments Inline Functions Operator Overloading Advantages and Pitfalls of Overloading Member Operator Syntax and Examples Class Assignment Operators Class Equality Operators Non-Member Operator Overloading Member and Non-Member Operator Functions Operator Precedence This Pointer Overloading the Assignment Operator Overloading Caveats Creating and Using Objects Creating Automatic Objects Creating Dynamic Objects Calling Object Methods Constructors Initializing Member consts Initializer List Syntax Allocating Resources in Constructor Destructors Block and Function Scope File and Global Scope Class Scope Scope Resolution Operator :: Using Objects as Arguments Objects as Function Return Values Constant Methods Containment Relationships Dynamic Memory Management Advantages of Dynamic Memory Allocation Static, Automatic, and Heap Memory Free Store Allocation with new and delete Handling Memory Allocation Errors Controlling Object Creation Object Copying and Copy Constructor Automatic Copy Constructor Conversion Constructor Streaming I/O Streams and the iostream Library Built-in Stream Objects Stream Manipulators Stream Methods Input/Output Operators Character Input String Streams Formatted I/O File Stream I/O Overloading Stream Operators Persistent Objects Introduction to Object Concepts The Object Programming Paradigm Object-Orientated Programming Definitions Information Hiding and Encapsulation Separating Interface and Implementation Classes and Instances of Objects Overloaded Objects and Polymorphism Declaring and Defining Classes Components of a Class Class Structure Class Declaration Syntax Member Data Built-in Operations Constructors and Initialization Initialization vs. Assignment Class Type Members Member Functions and Member Accessibility Inline Member Functions Friend Functions Static Members Modifying Access with a Friend Class Templates Purpose of Template Classes Constants in Templates Templates and Inheritance Container Classes Use of Libraries Strings in C++ Character Strings The String Class Operators on Strings Member Functions of the String Class Inheritance Inheritance and Reuse Composition vs. Inheritance Inheritance: Centralized Code Inheritance: Maintenance and Revision Public, Private and Protected Members Redefining Behavior in Derived Classes Designing Extensible Software Systems Syntax for Public Inheritance Use of Common Pointers Constructors and Initialization Inherited Copy Constructors Destructors and Inheritance Public, Protected, Private Inheritance Exceptions Types of Exceptions Trapping and Handling Exceptions Triggering Exceptions Handling Memory Allocation Errors C++ Program Structure Organizing C++ Source Files Integrating C and C++ Projects Using C in C++ Reliability Considerations in C++ Projects Function Prototypes Strong Type Checking Constant Types C++ Access Control Techniques Polymorphism in C++ Definition of Polymorphism Calling Overridden Methods Upcasting Accessing Overridden Methods Virtual Methods and Dynamic Binding Virtual Destructors Abstract Base Classes and Pure Virtual Methods Multiple Inheritance Derivation from Multiple Base Classes Base Class Ambiguities Virtual Inheritance Virtual Base Classes Virtual Base Class Information The Standard Template Library STL Containers Parameters Used in Container Classes The Vector Class STL Algorithms Use of Libraries

Course Overview: The demand for User Experience (UX) and User Interface (UI) designers is skyrocketing. Our Advanced Diploma in User Experience UI/UX Design is a comprehensive program that equips you with the knowledge and skills to craft seamless and user-centric designs that leave a lasting impact.Through a series of thoughtfully designed modules, learners will not only gain an understanding of UX/UI but also the dynamics of the Web Industry, Graphic Design implications, and the intricate details of UX Design, followed by an extensive dive into UI Design and Optimization techniques. Ultimately, the course incorporates a holistic understanding of the Careers in UX/UI, empowering students to venture confidently into this promising field.Enrol in this Advanced Diploma in User Experience UI/UX Design course today and start your journey to a successful career in UX or UI design! Key Features of the Course: CPD Certification 24/7 Learning Assistance Interesting Learning Materials Who is This Course For? This Advanced Diploma in User Experience UI/UX Design course is ideal for aspiring UX/UI designers, web developers, graphic designers, product managers, and professionals looking to enhance their design skills. Whether you are a beginner or have some experience in design, this course will help you develop a solid foundation and master the intricacies of UX/UI design. What You Will Learn: In the first part of the Advanced Diploma in User Experience UI/UX Design course, you will dive into the fundamentals, including the difference between UX and UI, the roles and responsibilities of designers in a team, and an overview of the web development process. You will also explore the psychology of colour, working with fonts and icons, and the essential tools and techniques used in graphic design. Moving forward, you will uncover the core principles of UX design, learn how to analyse user profiles, identify pain points, and create user personas. You will gain insights into customer journeys, sales funnels, and the principles of influence. Through hands-on projects, you will develop skills in creating storyboards, mood boards, and information architecture. In the latter part of the course, you will focus on wireframing, prototyping, and testing, ensuring your designs are user-friendly and intuitive. You will learn about usability reports, the "Above the Fold" rule, and optimisation using analytics and heat maps. The course also provides valuable guidance on launching a UX/UI design career, including freelancing, personal branding, and building a professional website. Why Enrol in This Course: Join thousands of satisfied learners who highly rated this Advanced Diploma in User Experience UI/UX Design course for its comprehensive curriculum and effective approach. Benefit from up-to-date industry insights and the latest design trends, ensuring you stay ahead of the curve. UX/UI design is one of the fastest-growing fields, offering abundant job opportunities and career growth potential. Develop your design thinking and problem-solving skills, unleashing your creative potential to craft extraordinary user experiences. Requirements: Enrolling in this Advanced Diploma in User Experience UI/UX Design course requires a basic understanding of design concepts and access to a computer with an internet connection. No prior coding or design experience is required. Career Path: Upon completing this Advanced Diploma in User Experience UI/UX Design course, you will be well-prepared for a range of exciting career opportunities, including: UX/UI Designer (£35,000 - £55,000 per annum) Web Developer (£30,000 - £45,000 per annum) Graphic Designer (£25,000 - £40,000 per annum) Product Manager (£40,000 - £70,000 per annum) UX Researcher (£35,000 - £50,000 per annum) Interaction Designer (£35,000 - £60,000 per annum) User Experience Architect (£45,000 - £75,000 per annum) Certification: Upon completing the Advanced Diploma in User Experience UI/UX Design course, you will receive a CPD certificate, widely recognised as a mark of excellence in the professional development of individuals. Enrol today and join the ranks of successful designers who have harnessed the power of user-centric design to create remarkable digital experiences. Course Curriculum 9 sections • 112 lectures • 12:52:00 total length •Learn UX/UI Course Overview: 00:05:00 •Section Overview: 00:04:00 •UX vs UI: 00:04:00 •UX/UI Designer Marketplace: 00:05:00 •Overview of UX Roles: 00:06:00 •Web Industry Section Overview: 00:03:00 •The Phases of Web Development: 00:13:00 •Designer Responsibilities (working in a team): 00:09:00 •Roles & Descriptions (working in a team): 00:05:00 •Agile Approach To Project Management: 00:12:00 •Scrum - Flexible Framework: 00:06:00 •Project Management Apps: 00:13:00 •XD Lesson - Introduction: 00:13:00 •Graphic Design Section Overview: 00:02:00 •The Psychology of Color: 00:13:00 •Color Wheel & Color Schemes: 00:06:00 •Working with Fonts: 00:10:00 •Working With Icons: 00:04:00 •XD Lesson - Tools, Object Manipulation and Components: 00:13:00 •XD Lesson - Font Styles and Artboard Settings: 00:07:00 •Graphic Design Software Tools: 00:03:00 •Adobe XD lesson 4 - Icons & Vector Graphics: 00:14:00 •UX Design Section Overview: 00:04:00 •What is User Experience Design? (UX): 00:09:00 •UX Design Process: 00:03:00 •The UX Analysis Process: 00:08:00 •Working with User Profiles: 00:03:00 •Understanding User Pain Points: 00:03:00 •XD Lesson 5 Class Project: Сompetitive Analysis: 00:10:00 •Developing a Persona Part 1: 00:05:00 •Developing a Persona Part 2: 00:05:00 •Customer Journey: 00:04:00 •Customer Journey vs Sales Funnel: 00:04:00 •3 Phases of a Sales Funnel: 00:07:00 •4 Stages of a Sales Funnel: 00:06:00 •Macro/Micro Conversions: 00:05:00 •Stages of Market Sophistication: 00:06:00 •Lead Generation Funnel: 00:06:00 •Digital Product Sales Funnel: 00:05:00 •7 Principles of Influence: 00:12:00 •Age Based Influence Triggers: 00:06:00 •Gender Influence Triggers: 00:06:00 •Interest Based Marketing: 00:04:00 •Understanding User Flow: 00:08:00 •XD Lesson 6 Class Project: Userflow - Your first UX deliverable: 00:07:00 •Working with Story Boards: 00:05:00 •XD Lesson 7 Class Project: Crafting a Story board: 00:09:00 •Working with Moodboards: 00:04:00 •XD Lesson 8 Class Project: Creating Moodboard: 00:11:00 •Sitemap & Information Architecture: 00:07:00 •XD Lesson - Class Project: App Architecture: 00:09:00 •Low and Hi Fidelity Wireframes: 00:03:00 •XD Lesson - Class Project: Login Screen Wireframe Using Material Design: 00:08:00 •Working with Prototypes: 00:04:00 •XD Lesson - Class Project: Home Screen Wireframe and Linking: 00:07:00 •XD Lesson - Class Project: Adding Interaction to Wireframes: 00:10:00 •Testing and Evaluating: 00:11:00 •UX Deliverables: 00:03:00 •UX Design Conclusion: 00:01:00 •UI Design Section Overview: 00:03:00 •UI Design Overview: 00:03:00 •Types of Interfaces: 00:10:00 •Landing Pages Overview: 00:10:00 •XD Lesson - Using Grids in XD: 00:08:00 •XD Lesson - Single Card design: 00:13:00 •UI Controls: 00:07:00 •UI Components: 00:12:00 •Navigational Components: 00:12:00 •Header Design Overview: 00:07:00 •XD Lesson - Mobile & Desktop: Header Design: 00:10:00 •XD Lesson - Mobile & Desktop: Dropdown Design: 00:06:00 •Common Layouts Overview: 00:08:00 •XD Lesson - Common Layouts: 00:07:00 •Mobile & Desktop Footer Design Overview: 00:07:00 •XD Lesson - Mobile & Desktop: Footer Design: 00:06:00 •Mobile & Desktop Button Design Overview: 00:05:00 •XD Lesson - Mobile & Desktop: Button Design: 00:10:00 •XD Lesson - Mobile & Desktop: Input Design: 00:07:00 •Mobile & Desktop Filter Search Bar Design Overview: 00:06:00 •Adobe XD Lesson - Mobile & Desktop: Filter Design: 00:07:00 •Adobe XD Lesson - Mobile & Desktop: Search Design: 00:03:00 •UI Kit Overview: 00:05:00 •Adobe XD Lesson - Desktop and Mobile: UI Kit: 00:06:00 •Microinteractions Overview: 00:05:00 •Adobe XD lesson - Microinteractions: 00:07:00 •Optimization Section Overview: 00:02:00 •Feedback Review & Getting Referrals: 00:04:00 •'Above the Fold' Rule: 00:04:00 •Adobe XD lesson - Designing a Powerful Above the Fold: 00:08:00 •Using Analytics For Optimization: 00:05:00 •Heat Maps & Element Placements: 00:04:00 •Crafting A Usability Report Overview: 00:08:00 •Adobe XD lesson - Crafting Reports in XD: 00:20:00 •Careers in UX/UI Section Overview: 00:06:00 •Your Daily Productivity Hub: 00:14:00 •How To Start Freelancing: 00:08:00 •Client Consulting: 00:04:00 •Building a Brand: 00:10:00 •Personal Branding: 00:06:00 •The Importance of Having a Website: 00:08:00 •Creating a Logo: 00:05:00 •Step by Step Website Setup: 00:17:00 •UI Templates: 00:06:00 •Logo Templates: 00:04:00 •Creating a Business Email: 00:06:00 •Networking Do's and Don'ts: 00:04:00 •Top Freelance Websites: 00:10:00 •UX/UI Project Scope Questions: 00:10:00 •Laser Focus & Productivity Tools: 00:06:00 •The Places to Find UX Jobs: 00:05:00 •Resources - Advanced Diploma in User Experience UI/UX Design: 00:00:00 •Assignment - Advanced Diploma in User Experience UI/UX Design: 00:00:00

12 in 1 Career Guided Programme | Python, Data Science, ML, Tableau, SQL Programming, Data Mining, Business Analysis | 130 CPD Points | Tutor Support | Lifetime Access

Register on the Basic to Advanced UX Design today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion. The Basic to Advanced UX Design course is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With This Course Receive a digital certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of- Video lessons Online study supplies Assignment Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post. Method of Assessment In order to ensure the Quality Licensing scheme endorsed and CPD acknowledged certificate, learners need to score at least 60% pass marks on the assessment process. After submitting assignments, our expert tutors will evaluate the assignments and give feedback based on the performance. After passing the assessment, one can apply for a certificate. Who is this course for? The course is ideal for those who already work in this sector or are aspiring professionals. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge.   Course Content Unit 01: UX/UI Course Introduction Learn UX/UI Course Overview 00:05:00 Section Overview 00:04:00 UX vs UI 00:04:00 UX/UI Designer Marketplace 00:05:00 Overview of UX Roles 00:06:00 Unit 02: Introduction to the Web Industry Web Industry Section Overview 00:03:00 The Phases of Web Development 00:13:00 Designer Responsibilities (working in a team) 00:09:00 Roles & Descriptions (working in a team) 00:05:00 Agile Approach To Project Management 00:12:00 Scrum - Flexible Framework 00:06:00 Project Management Apps 00:13:00 XD Lesson - Introduction 00:13:00 Unit 03: Foundations of Graphic Design Graphic Design Section Overview 00:02:00 The Psychology of Color 00:13:00 Color Wheel & Color Schemes 00:06:00 Working with Fonts 00:10:00 Working With Icons 00:04:00 XD Lesson - Tools, Object Manipulation and Components 00:13:00 XD Lesson - Font Styles and Artboard Settings 00:07:00 Graphic Design Software Tools 00:03:00 Adobe XD lesson 4 - Icons & Vector Graphics 00:14:00 Unit 04: UX Design (User Experience Design) UX Design Section Overview 00:04:00 What is User Experience Design? (UX) 00:09:00 UX Design Process 00:03:00 The UX Analysis Process 00:08:00 Working with User Profiles 00:03:00 Understanding User Pain Points 00:03:00 XD Lesson 5 Class Project: Сompetitive Analysis 00:10:00 Developing a Persona Part 1 00:05:00 Developing a Persona Part 2 00:05:00 Customer Journey 00:04:00 Customer Journey vs Sales Funnel 00:04:00 3 Phases of a Sales Funnel 00:07:00 4 Stages of a Sales Funnel 00:06:00 Macro/Micro Conversions 00:05:00 Stages of Market Sophistication 00:06:00 Lead Generation Funnel 00:06:00 Digital Product Sales Funnel 00:05:00 7 Principles of Influence 00:12:00 Age Based Influence Triggers 00:06:00 Gender Influence Triggers 00:06:00 Interest Based Marketing 00:04:00 Understanding User Flow 00:08:00 XD Lesson 6 Class Project: Userflow - Your first UX deliverable 00:07:00 Working with Story Boards 00:05:00 XD Lesson 7 Class Project: Crafting a Story board 00:09:00 Working with Moodboards 00:04:00 XD Lesson 8 Class Project: Creating Moodboard 00:11:00 Sitemap & Information Architecture 00:07:00 XD Lesson - Class Project: App Architecture 00:09:00 Low and Hi Fidelity Wireframes 00:03:00 XD Lesson - Class Project: Login Screen Wireframe Using Material Design 00:08:00 Working with Prototypes 00:04:00 XD Lesson - Class Project: Home Screen Wireframe and Linking 00:07:00 XD Lesson - Class Project: Adding Interaction to Wireframes 00:10:00 Testing and Evaluating 00:11:00 UX Deliverables 00:03:00 UX Design Conclusion 00:01:00 Unit 05: UI Design (User Interface Design) UI Design Section Overview 00:03:00 UI Design Overview 00:03:00 Types of Interfaces 00:10:00 Landing Pages Overview 00:10:00 XD Lesson - Using Grids in XD 00:08:00 XD Lesson - Single Card design 00:13:00 UI Controls 00:07:00 UI Navigational Components 00:12:00 Header Design Overview 00:07:00 XD Lesson - Mobile & Desktop: Header Design 00:10:00 XD Lesson - Mobile & Desktop: Dropdown Design 00:06:00 Common Layouts Overview 00:08:00 XD Lesson - Common Layouts 00:07:00 Mobile & Desktop Footer Design Overview 00:07:00 XD Lesson - Mobile & Desktop: Footer Design 00:06:00 Mobile & Desktop Button Design Overview 00:05:00 XD Lesson - Mobile & Desktop: Button Design 00:10:00 XD Lesson - Mobile & Desktop: Input Design 00:07:00 Mobile & Desktop Filter Search Bar Design Overview 00:06:00 Adobe XD Lesson - Mobile & Desktop: Filter Design 00:07:00 Adobe XD Lesson - Mobile & Desktop: Search Design 00:03:00 UI Kit Overview 00:05:00 Adobe XD Lesson - Desktop and Mobile: UI Kit 00:06:00 Microinteractions Overview 00:05:00 Adobe XD lesson - Microinteractions 00:07:00 Unit 06: Optimization Optimization Section Overview 00:02:00 Feedback Review & Getting Referrals 00:04:00 'Above the Fold' Rule 00:04:00 Adobe XD lesson - Designing a Powerful Above the Fold 00:08:00 Using Analytics For Optimization 00:05:00 Heat Maps & Element Placements 00:04:00 Crafting A Usability Report Overview 00:08:00 Adobe XD lesson - Crafting Reports in XD 00:20:00 Unit 07: Starting a Career in UX/UI Design Careers in UX/UI Section Overview 00:06:00 Your Daily Productivity Hub 00:14:00 How To Start Freelancing 00:08:00 Client Consulting 00:04:00 Building a Brand 00:10:00 Personal Branding 00:07:00 The Importance of Having a Website 00:08:00 Creating a Logo 00:05:00 Step by Step Website Setup 00:17:00 UI Templates 00:06:00 Logo Templates 00:04:00 Creating a Business Email 00:06:00 Networking Do's and Don'ts 00:04:00 Top Freelance Websites 00:05:00 UX/UI Project Scope Questions 00:10:00 Laser Focus & Productivity Tools 00:06:00 The Places to Find UX Jobs 00:05:00