Description Register on the Deep Learning & Neural Networks Python - Keras 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 certificate as proof of your course completion. The Deep Learning & Neural Networks Python - Keras 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, tablets, 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) 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 You need to attend an assessment right after the completion of this course to evaluate your progression. For passing the assessment, you need to score at least 60%. After submitting your assessment, you will get feedback from our experts immediately. 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 Course Introduction And Table Of Contents Course Introduction and Table of Contents 00:11:00 Deep Learning Overview Deep Learning Overview - Theory Session - Part 1 00:06:00 Deep Learning Overview - Theory Session - Part 2 00:07:00 Choosing Between ML Or DL For The Next AI Project - Quick Theory Session Choosing Between ML or DL for the next AI project - Quick Theory Session 00:09:00 Preparing Your Computer Preparing Your Computer - Part 1 00:07:00 Preparing Your Computer - Part 2 00:06:00 Python Basics Python Basics - Assignment 00:09:00 Python Basics - Flow Control 00:09:00 Python Basics - Functions 00:04:00 Python Basics - Data Structures 00:12:00 Theano Library Installation And Sample Program To Test Theano Library Installation and Sample Program to Test 00:11:00 TensorFlow Library Installation And Sample Program To Test TensorFlow library Installation and Sample Program to Test 00:09:00 Keras Installation And Switching Theano And TensorFlow Backends Keras Installation and Switching Theano and TensorFlow Backends 00:10:00 Explaining Multi-Layer Perceptron Concepts Explaining Multi-Layer Perceptron Concepts 00:03:00 Explaining Neural Networks Steps And Terminology Explaining Neural Networks Steps and Terminology 00:10:00 First Neural Network With Keras - Understanding Pima Indian Diabetes Dataset First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset 00:07:00 Explaining Training And Evaluation Concepts Explaining Training and Evaluation Concepts 00:11:00 Pima Indian Model - Steps Explained Pima Indian Model - Steps Explained - Part 1 00:09:00 Pima Indian Model - Steps Explained - Part 2 00:07:00 Coding The Pima Indian Model Coding the Pima Indian Model - Part 1 00:11:00 Coding the Pima Indian Model - Part 2 00:09:00 Pima Indian Model - Performance Evaluation Pima Indian Model - Performance Evaluation - Automatic Verification 00:06:00 Pima Indian Model - Performance Evaluation - Manual Verification 00:08:00 Pima Indian Model - Performance Evaluation - K-Fold Validation - Keras Pima Indian Model - Performance Evaluation - k-fold Validation - Keras 00:10:00 Pima Indian Model - Performance Evaluation - Hyper Parameters Pima Indian Model - Performance Evaluation - Hyper Parameters 00:12:00 Understanding Iris Flower Multi-Class Dataset Understanding Iris Flower Multi-Class Dataset 00:08:00 Developing The Iris Flower Multi-Class Model Developing the Iris Flower Multi-Class Model - Part 1 00:09:00 Developing the Iris Flower Multi-Class Model - Part 2 00:06:00 Developing the Iris Flower Multi-Class Model - Part 3 00:09:00 Understanding The Sonar Returns Dataset Understanding the Sonar Returns Dataset 00:07:00 Developing The Sonar Returns Model Developing the Sonar Returns Model 00:10:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Data Preparation - Standardization 00:15:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Layer Tuning for Smaller Network 00:07:00 Sonar Performance Improvement - Layer Tuning For Larger Network Sonar Performance Improvement - Layer Tuning for Larger Network 00:06:00 Understanding The Boston Housing Regression Dataset Understanding the Boston Housing Regression Dataset 00:07:00 Developing The Boston Housing Baseline Model Developing the Boston Housing Baseline Model 00:08:00 Boston Performance Improvement By Standardization Boston Performance Improvement by Standardization 00:07:00 Boston Performance Improvement By Deeper Network Tuning Boston Performance Improvement by Deeper Network Tuning 00:05:00 Boston Performance Improvement By Wider Network Tuning Boston Performance Improvement by Wider Network Tuning 00:04:00 Save & Load The Trained Model As JSON File (Pima Indian Dataset) Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 1 00:09:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 2 00:08:00 Save And Load Model As YAML File - Pima Indian Dataset Save and Load Model as YAML File - Pima Indian Dataset 00:05:00 Load And Predict Using The Pima Indian Diabetes Model Load and Predict using the Pima Indian Diabetes Model 00:09:00 Load And Predict Using The Iris Flower Multi-Class Model Load and Predict using the Iris Flower Multi-Class Model 00:08:00 Load And Predict Using The Sonar Returns Model Load and Predict using the Sonar Returns Model 00:10:00 Load And Predict Using The Boston Housing Regression Model Load and Predict using the Boston Housing Regression Model 00:08:00 An Introduction To Checkpointing An Introduction to Checkpointing 00:06:00 Checkpoint Neural Network Model Improvements Checkpoint Neural Network Model Improvements 00:10:00 Checkpoint Neural Network Best Model Checkpoint Neural Network Best Model 00:04:00 Loading The Saved Checkpoint Loading the Saved Checkpoint 00:05:00 Plotting Model Behavior History Plotting Model Behavior History - Introduction 00:06:00 Plotting Model Behavior History - Coding 00:08:00 Dropout Regularization - Visible Layer Dropout Regularization - Visible Layer - Part 1 00:11:00 Dropout Regularization - Visible Layer - Part 2 00:06:00 Dropout Regularization - Hidden Layer Dropout Regularization - Hidden Layer 00:06:00 Learning Rate Schedule Using Ionosphere Dataset - Intro Learning Rate Schedule using Ionosphere Dataset 00:06:00 Time Based Learning Rate Schedule Time Based Learning Rate Schedule - Part 1 00:07:00 Time Based Learning Rate Schedule - Part 2 00:12:00 Drop Based Learning Rate Schedule Drop Based Learning Rate Schedule - Part 1 00:07:00 Drop Based Learning Rate Schedule - Part 2 00:08:00 Convolutional Neural Networks - Introduction Convolutional Neural Networks - Part 1 00:11:00 Convolutional Neural Networks - Part 2 00:06:00 MNIST Handwritten Digit Recognition Dataset Introduction to MNIST Handwritten Digit Recognition Dataset 00:06:00 Downloading and Testing MNIST Handwritten Digit Recognition Dataset 00:10:00 MNIST Handwritten Digit Recognition Dataset MNIST Multi-Layer Perceptron Model Development - Part 1 00:11:00 MNIST Multi-Layer Perceptron Model Development - Part 2 00:06:00 Convolutional Neural Network Model Using MNIST Convolutional Neural Network Model using MNIST - Part 1 00:13:00 Convolutional Neural Network Model using MNIST - Part 2 00:12:00 Large CNN Using MNIST Large CNN using MNIST 00:09:00 Load And Predict Using The MNIST CNN Model Load and Predict using the MNIST CNN Model 00:14:00 Introduction To Image Augmentation Using Keras Introduction to Image Augmentation using Keras 00:11:00 Augmentation Using Sample Wise Standardization Augmentation using Sample Wise Standardization 00:10:00 Augmentation Using Feature Wise Standardization & ZCA Whitening Augmentation using Feature Wise Standardization & ZCA Whitening 00:04:00 Augmentation Using Rotation And Flipping Augmentation using Rotation and Flipping 00:04:00 Saving Augmentation Saving Augmentation 00:05:00 CIFAR-10 Object Recognition Dataset - Understanding And Loading CIFAR-10 Object Recognition Dataset - Understanding and Loading 00:12:00 Simple CNN Using CIFAR-10 Dataset Simple CNN using CIFAR-10 Dataset - Part 1 00:09:00 Simple CNN using CIFAR-10 Dataset - Part 2 00:06:00 Simple CNN using CIFAR-10 Dataset - Part 3 00:08:00 Train And Save CIFAR-10 Model Train and Save CIFAR-10 Model 00:08:00 Load And Predict Using CIFAR-10 CNN Model Load and Predict using CIFAR-10 CNN Model 00:16:00 RECOMENDED READINGS Recomended Readings 00:00:00
Overview Develop essential professional skills with the Domestic Plumbing and Heating Installer Complete Diploma course. This Domestic Plumbing and Heating Installer Complete Diploma course includes easy to digest, in-depth modules providing learners with thorough, proficient knowledge. It delivers essential domestic heating and plumbing training which will benefit you personally and professionally. Upon completing the course, you can save money by carrying out plumbing and heater installation by yourself, and will have the necessary skills to kickstart your career. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Domestic Plumbing and Heating Installer Complete Diploma. It is available to all students, of all academic backgrounds. Requirements Our Domestic Plumbing and Heating Installer Complete Diploma is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 12 sections • 12 lectures • 03:00:00 total length •Module 01: Basic Components of Plumbing: 00:15:00 •Module 02: Principles of Effective Plumbing Systems: 00:15:00 •Module 03: The Plumbing Tools: 00:15:00 •Module 04: The Plumbing Process: 00:15:00 •Module 05: Central Heating Systems: 00:15:00 •Module 06: Domestic Cold Water System: 00:15:00 •Module 07: Domestic Hot Water System - Part 1: 00:15:00 •Module 08: Domestic Hot Water System - Part 2: 00:15:00 •Module 09: The Sanitation System and Repairs: 00:15:00 •Module 10: Domestic Rainwater System Installation: 00:15:00 •Module 11: Plumbing Projects: Case Study: 00:15:00 •Module 12: UK Standards for Plumbing: 00:15:00
Outline: Built-up walls are a layered form of facade construction typically comprising a structural back wall and a rainscreen or insulated render cladding. The course covers performance requirements, testing, supply chains, design responsibility and installation quality. This course will identify key British, European and CWCT standards and guides relevant to these issues. Target audience This course is intended for those with an interest in understanding the specification and construction of built-up walls. Leaning objectives: Understand the performance requirements of built-up walls, Understand how performance is specified and verified, Appreciate the supply chains and procurement of built-up walls, Appreciate design responsibility and quality. Assessment: Assessment will be via a series of multiple-choice questions following the course, The assessment is timed and must be passed in order to receive a CPD certificate for the course, If the assessment is failed, one re-take will be permitted. Prerequisites: None. Availability 10 June – 07 July 2024 Lecture time: 1 day. Price Member price Non-Member price £180 + VAT £360 + VAT
Dive deep into the world of art with our 'Art Curation Course', a journey that uncovers the nuances of selecting, displaying, and conserving artwork. As you move from one module to another, learn the intricate details of exhibition design, communication techniques, and the contemporary challenges of the digital age. By the culmination of this course, not only will you grasp the essentials of curatorial innovation, but you'll also master the skills of collaboration, funding, and sustainability in the ever-evolving art landscape. Learning Outcomes Understand the foundational principles of art curation and the processes of art selection and collection development. Master the art of exhibition design, space management, and efficient installation techniques. Acquire knowledge about art conservation, preservation, and interpretation. Develop marketing strategies for exhibitions and understand the intricacies of funding and sustainability. Explore curatorial innovations, digital age implications, and the importance of teamwork in curating exhibitions. Why buy this Art Curation 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 Art Curation Course for? Aspiring art curators keen to understand the intricacies of the industry. Art enthusiasts looking to transform their passion into a profession. Museum and gallery professionals aiming to enhance their curatorial knowledge. Artists seeking to understand exhibition management from a curatorial perspective. Event planners aiming to diversify their expertise into art exhibitions. Career path Art Curator: £40,000 - £60,000 Exhibition Designer: £28,000 - £45,000 Museum Conservator: £30,000 - £50,000 Art Marketing Specialist: £27,000 - £42,000 Gallery Manager: £25,000 - £40,000 Digital Exhibition Coordinator: £35,000 - £55,000 Prerequisites This Art Curation Course does not require you to have any prior qualifications or experience. You can just enrol and start learning. This course 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 Module 01: Introduction to Art Curation Introduction to Art Curation 00:20:00 Module 02: Art Selection and Collection Development Art Selection and Collection Development 00:17:00 Module 03: Exhibition Design and Space Management Exhibition Design and Space Management 00:16:00 Module 04: Interpretation and Communication Interpretation and Communication 00:16:00 Module 05: Conservation and Preservation Conservation and Preservation 00:16:00 Module 06: Marketing and Promotion Marketing and Promotion 00:16:00 Module 07: Curatorial Challenges and Innovations Curatorial Challenges and Innovations 00:14:00 Module 08: Collaboration and Team Management Collaboration and Team Management 00:16:00 Module 09: Exhibition Installation and Logistics Module 09: Exhibition Installation and Logistics 00:16:00 Module 10: Curating in the Digital Age Curating in the Digital Age 00:14:00 Module 11: Exhibition Funding and Sustainability Exhibition Funding and Sustainability 00:13:00 Module 12: Final Exhibition Project Final Exhibition Project 00:13:00
Overview Become an expert in the maintenance of water and heating systems and learn how to be a professional in a thriving industry. This comprehensive course will swiftly train you to become a Domestic Plumbing specialist and could help you start a lucrative new career. The Domestic Plumbing and Repair Training Diploma course is designed to make you fully proficient with the installation and upkeep of all major water supplies to a home or building. Alongside the fundamental training designed to transform you into an approved Plumber, you will gain comprehensive knowledge about the components, tools, systems, and fixtures you will use. UK laws and regulations are also covered. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Domestic Plumbing and Repair Training Diploma. It is available to all students, of all academic backgrounds. Requirements Our Domestic Plumbing and Repair Training Diploma is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 1 sections • 12 lectures • 03:00:00 total length •Module 01: Basic Components of Plumbing: 00:15:00 •Module 02: Principles of Effective Plumbing Systems: 00:15:00 •Module 03: The Plumbing Tools: 00:15:00 •Module 04: The Plumbing Process: 00:15:00 •Module 05: Central Heating Systems: 00:15:00 •Module 06: Domestic Cold Water System: 00:15:00 •Module 07: Domestic Hot Water System - Part 1: 00:15:00 •Module 08: Domestic Hot Water System - Part 2: 00:15:00 •Module 09: The Sanitation System and Repairs: 00:15:00 •Module 10: Domestic Rainwater System Installation: 00:15:00 •Module 11: Plumbing Projects: Case Study: 00:15:00 •Module 12: UK Standards for Plumbing: 00:15:00
Building Your Own Computer Course is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Building Your Own Computer Course and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 03 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Module 01: Introduction to Computer & Building PC Introduction to Computer & Building PC 00:19:00 Module 02: Overview of Hardware and Parts Overview of Hardware and Parts 00:29:00 Module 03: Building the Computer Building the Computer 00:27:00 Module 04: Input and Output Devices Input and Output Devices 00:24:00 Module 05: Software Installation Software Installation 00:37:00 Module 06: Computer Networking Computer Networking 00:23:00 Module 07: Building a Gaming PC Building a Gaming PC 00:21:00 Module 08: Maintenance of Computers Maintenance of Computers 00:22:00
Do you want to learn about Linux, but don't know where to start? Then you are in the right place. Take your first steps with this course. In this course, you will learn Linux installation, configuration, the Linux command line, administration, shell scripting, and much more. It is specially designed for absolute beginners with no prior experience in Linux.
Level 5 QLS Endorsed Course | Endorsed Certificate Included | Plus 5 Career Guided Courses | CPD Accredited
Embarking on the journey of constructing a personal computer can be a transformative experience, blending the art of technology with practical ingenuity. 'Learn How to Build a Computer Course from Scratch' is your gateway to mastering this skill. This course isn't just about assembling parts; it's a holistic approach to understanding the intricacies of computer hardware and software. Whether you're intrigued by the mechanics of PCs or aspiring to create an elite gaming system, this programme offers a comprehensive curriculum that guides you through each step of the process. From identifying the core components in Module 01 to the specialized focus on gaming systems in Module 07, every session is crafted to enhance your knowledge and confidence in building a computer. Learning Outcomes: Acquire the foundational knowledge of computer assembly, including selecting and handling various hardware components. Develop the ability to construct a high-performance gaming computer, incorporating advanced hardware suitable for demanding games. Gain proficiency in software installation and configuration, ensuring optimal performance and compatibility. Understand computer networking principles, enabling you to integrate your PC into various network environments effectively. Learn essential maintenance techniques to ensure the long-term reliability and performance of your custom-built computer. Why buy this Learn How to Build a Computer Course from Scratch? 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 Learn How to Build a Computer Course from Scratch 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 Learn How to Build a Computer Course from Scratch for? Enthusiasts seeking to create their custom PC from scratch. Gamers looking to construct a high-performance gaming system. Individuals interested in learning about computer hardware and software. Hobbyists wanting to upgrade their technical skills in PC assembly. Career seekers aiming to develop skills in computer hardware maintenance and repair. Prerequisites This Learn How to Build a Computer Course from Scratch does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Learn How to Build a Computer Course from Scratch 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 Computer Technician: £20,000 - £30,000 Per Annum Network Administrator: £25,000 - £40,000 Per Annum System Administrator: £30,000 - £50,000 Per Annum IT Support Specialist: £22,000 - £35,000 Per Annum Hardware Engineer: £28,000 - £50,000 Per Annum Gaming PC Builder: £18,000 - £35,000 Per Annum Course Curriculum Module 01: Introduction to Computer & Building PC Introduction to Computer & Building PC 00:17:00 Module 02: Overview of Hardware and Parts Overview of Hardware and Parts 00:27:00 Module 03: Building the Computer Building the Computer 00:25:00 Module 04: Input and Output Devices Input and Output Devices 00:22:00 Module 05: Software Installation Software Installation 00:35:00 Module 06: Computer Networking Computer Networking 00:21:00 Module 07: Building a Gaming PC Building a Gaming PC 00:19:00 Module 08: Maintenance of Computers Maintenance of Computers 00:20:00 Assignment Assignment - Learn How to Build a Computer Course from Scratch 00:00:00