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.
This course is designed around three main activities for getting better results with deep learning models: better or faster learning, better generalization to new data, and better predictions when using final models. Take this course if you're passionate about deep learning with a solid foundation in this space and want to learn how to squeeze the best performance out of your deep learning models.
This course will take you through the basics as well as advanced concepts in TestNG and automation framework building. The course focuses on important concepts such as TestNG, Java, Maven, Selenium WebDriver, page object model, and page factory design. You need to know the basics of core Java and Selenium to get started.
Welcome to this comprehensive video course on project finance, where we will delve into various aspects of transactions eligible for project finance. Throughout this course, we will explore real-world examples and dive deep into a captivating case study on Express Fiji. We will guide you through building a comprehensive balance sheet, incorporating all relevant assets, liabilities, and equity components.
Course Overview: The fashion modeling industry is a multi-billion dollar industry that is constantly growing. In this Fashion Modeling course, you will learn about professional modeling and how to work as a model. You will also learn about the different types of modeling, how to get jobs as a model, and how to work internationally. Our course is designed to provide you with the skills and knowledge you need to succeed in the modeling industry. This Fashion Modeling Course will help you develop posing techniques, grooming and exercise routines, and financial management skills. This top-reviewed course has been recently updated and is trending in the UK. In the UK alone, the industry is worth over £10 billion. The demand for models is high, and aspiring models have many opportunities to break into the industry. So, enrol today in our Fashion Modeling Course and embark on a transformative journey that will shape your future in the captivating fashion world. Key Features of the Course: Upon completion, obtaining a prestigious CPD certificate adds credibility to your professional profile. Benefit from 24/7 Learning Assistance, ensuring you receive the guidance you need whenever needed. Engage with exciting and interactive learning materials, including videos, case studies, and helpful exercises, to enhance your learning experience. Who is This Course For? This Fashion Modeling Course is ideal for aspiring models with an innate passion for fashion and a burning desire to make their mark in the industry. Whether you're an aspiring model looking to kick-start your career or someone who wishes to understand the inner workings of the fashion world, this course is designed to cater to your needs. What You Will Learn: In this comprehensive Fashion Modeling Course, spanning multiple modules, you will embark on a journey through professional modeling. The course covers a range of topics, including: Module 01: Professional Modeling Explained & Explored - Gain an in-depth understanding of the modeling industry and the various career paths available. Module 02: Getting Jobs - Learn effective strategies to secure modeling assignments and build a successful portfolio. Module 03: Working as a Model - Discover the intricacies of working as a model, including networking, dealing with clients, and building professional relationships. Module 04: The Pose - Master the art of posing, understanding your best angles, and exuding confidence in front of the camera. Module 05: Working Internationally - Explore the exciting opportunities and challenges of working as a model in different countries and cultures. Module 06: Grooming and Exercise - Learn how to maintain your physical appearance, adopt a healthy lifestyle, and stay fit for the industry. Module 07: Finances, Longevity, and Future Career Prospects - Understand the financial aspects of the modeling industry, plan for long-term success, and explore potential career paths beyond modeling. Why Enrol in This Course: By enrolling in this Fashion Modeling Course, you will acquire essential skills and knowledge highly sought after in the fashion industry. Gain an edge over the competition with a course that has received top reviews from industry professionals and is regularly updated to reflect the latest trends and practices. Stay ahead of the curve and position yourself as a trendsetter in the ever-evolving fashion world. Requirements: To benefit fully from this course, you only need a passion for fashion and a willingness to learn. No prior experience or specific educational background is required. Simply bring your enthusiasm and dedication to succeed. Career Path: Upon completion of this course, you will be equipped to pursue various career opportunities within the fashion industry, including: Runway Model - £40,000-£100,000 per year Print Model - £20,000-£60,000 per year Commercial Model - £25,000-£70,000 per year Fit Model - £20,000-£50,000 per year Editorial Model - £25,000-£80,000 per year Brand Ambassador - £25,000-£60,000 per year Catalogue Model - £20,000-£50,000 per year Certification: Upon completing the Fashion Modeling Course, you will receive a CPD certificate, demonstrating your achievement and commitment to professional development in the fashion modeling industry. Stand out from the crowd and showcase your newfound expertise to potential employers and clients. Course Curriculum 1 sections • 7 lectures • 04:37:00 total length •Module 01: Professional Modeling Explained & Explored: 00:46:00 •Module 02: Getting Jobs: 00:25:00 •Module 03: Working as a Model: 00:53:00 •Module 04: The Pose: 00:33:00 •Module 05: Working Internationally: 00:25:00 •Module 06: Grooming and Exercise: 00:54:00 •Module 07: Finances, longevity and future career prospects: 00:41:00
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
Quality Guarantee: Promising training excellence, satisfaction gurantee Accredited by: CPD UK & Quality License Scheme Tutor Support: Unlimited support via email, till you complete the course Recognised Certification: Accepted by thousands of professional bodies Start Anytime: With 1 year access to the course materials Online Learning: Learn from anywhere, whenever you want This online financial modelling - decision making and business plan course will help you estimate the value of the financial model and compare different business scenarios. This flexible online course will also help you understand Cash Flow, ROI and IRR and many other crucial financial knowledge. This course at a glance Accredited by CPD UK Endorsed by Quality Licence Scheme Understand the financial modelling and its fundamental aspects. Be able to evaluate your basic model for selecting an initial location. Learn to improve your scheduling, time management and diary management skills. Recognise the various management and working styles to work better with your boss. Learn to predict and forecast future business needs. Gain knowledge about organising a successful meeting. Develop decision making and business planning skills. Learn to determine the value of the business. Understand the customer acquisition model. Why Financial Modelling Course - Decision Making and Business Plan right for you? This financial modelling course - decision making and business plan course is ideal for anyone willing to start their career in the field of financial management and analysis. This online course will help you make financial decisions and recognise their impact on the profit & loss statements. With this popular course, you will gain an understanding of financial modelling services and future business occurrences. By the end of the course, you will have theoretical knowledge of how you plan the earnings and expenses in the spreadsheet for any business and how to make efficient financial decisions for the same. Financial Modelling Course - Decision Making and Business Plan Details Accredited by 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. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Course Curriculum Introduction Introduction to the Business Process What is Financial Modelling Starting Point of a Financial Model Key Features of Clear Financial Model and How to Get Started First Steps Before Starting to Create Financial Model and Linking Business Model Case Study - Restaurant - Basic Model for Selecting Initial Location CS-1. Starting With End in Mind-comparative P&L Customer Acquisition Model CS-3. Revenue and Cost Models CS-4. Adding Product and Modelling Labour and Other Costs CS-5. Modelling Capital Investments and ROI Calculations Business Planning and Financial Model BP-1 Detailed Customer Acquisition Model and Revenue Model BP-2 Cost of Sale Model BP-3 Modelling Labor Cost BP-4 Modelling Other Operating Expenses BP-5 Modelling Income Statement and Cash Flows BP-6 Modeling Balance Sheet BP-7. Fixing The Errors in Financial Model and Brief of IRR Who should take this course? This comprehensive financial modelling course - decision making and business plan is the best fit for anyone aspiring to accelerate their career in this sector or looking to improve their job prospects. This online course is also suitable for startups founders, finance professionals, cofounders, operational managers, business professionals, and anyone willing to start their financial management and analysis career. Entry Requirements There are no academic entry requirements for this Financial Modelling course - Decision Making and Business Plan course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This financial modelling course - decision making and business plan assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner can grasp from each section. In the assessment pass mark is 60%. Certification Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. 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
In this course, we will start with extremely basic concepts such as learning the programming language fundamentals and other supporting libraries. Then we will proceed with the core topics with the help of real-world datasets to gain a complete understanding of deep learning using Python and Keras.
In this course, you will explore the core principles of risk and risk management in the context of the financial services sector. This training programme will cover a wide range of topics, from the regulatory environment and risk identification to the three lines of defence model and the impact of risk on the broader business environment. By the end of this course, you’ll be equipped with the knowledge and skills necessary to navigate the complex world of financial risk management. This training programme will guide you through the intricacies of the financial services industry, providing real-world examples and practical insights. The course features a structured approach with end-of-chapter questions to test your understanding, ensuring that you’re well-prepared to tackle risk management challenges. Join us on this educational journey to enhance your understanding of risk management in financial services and to develop the expertise needed to thrive in this dynamic industry! Study method Online, self-paced Course format What's this? Reading material - PDF/e-book, article/plain text Duration 30 hours Access to content 90 days Certification Certificate in Risk Management Certificates Qualification Certificate - Free Description The AGRC Certificate in Risk Management is a comprehensive programme aimed at providing participants with a deep understanding of risk and risk management within the financial services sector. This course covers a wide array of topics, including the regulatory environment, risk identification, and the three lines of defence model. By the end of the program, participants will be equipped with the knowledge and practical skills required to navigate the intricacies of financial risk management. Whether you’re a student, professional, or simply interested in financial risk management, this course offers a solid foundation in this critical field. The expected learning outcomes encompass an array of skills, from understanding risk principles to conducting risk assessments and applying risk management frameworks in practical scenarios. This program is a valuable educational journey for those seeking to excel in the dynamic world of financial services. Some of the topics to be covered by this Certificate include: Principles of Risk and Risk Management The Financial Services Sector Impact of Risk in Financial Services The Regulatory Environment in Financial Services Establishing and Applying a Risk Management Framework Approaches Used to Identify, Assess, and Treat Risks The Three Lines of Defence Model Sources of Risk in Financial Services Risk Assessments in Financial Services Risk Treatment and Incident Response Who is this course for? This course is ideal for anyone wishing to be introduced to risk management in the financial services industry. Professionals carrying out the roles of directors, members of the Board, senior managers, lawyers, company secretaries, compliance and risk officers, and consultants may benefit from this course. It is also suitable to professionals pursuing regulatory CPDs in financial regulation. Requirements No previous knowledge or experience is required, although it is assumed that participants have good knowledge of English and a sound educational background.
This course will be mainly focusing on machine learning algorithms. Throughout this course, we are preparing our machine to make it ready for a prediction test.