12266 Teaching & Training courses in Cardiff delivered Online

Are you ready to dive into the lucrative world of gold trading? Our comprehensive Gold Trading Training Course is designed to equip you with the knowledge and skills to excel in this exciting market. Whether you're a beginner or an experienced trader, this course will guide you through the essential concepts and advanced strategies needed to succeed. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In this Gold Trading Training Course, learners will start by understanding the fundamentals of gold, its history, and its value in the global market. They will then move on to the basics of trading, including key concepts and strategies. The course covers how the stock market works and its relationship to gold trading. Learners will gain insights into the specifics of trading gold, including how to analyze gold prices and market trends. Additionally, the course explores gold mining stocks, teaching learners how to evaluate and invest in these stocks effectively. By the end of the course, participants will be equipped with the knowledge and skills to trade gold confidently and understand the factors that influence gold prices and the stock market. Course Curriculum Module 01: Introduction to Gold Module 02: Basics of Trading Module 03: Stock Market Module 04: The Gold Trade Module 05: Gold Mining Stocks Learning Outcomes Understand gold's historical significance and its role in modern economies. Learn fundamental principles and strategies of trading. Gain knowledge of stock market operations and dynamics. Master techniques and strategies specific to the gold trade. Evaluate and invest in gold mining stocks effectively. Develop informed trading decisions using gold market insights. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring gold traders. Stock market enthusiasts. Investors interested in gold. Finance students. Individuals seeking trading knowledge. Career path Gold Trader Stock Market Analyst Investment Advisor Gold Mining Analyst Financial Consultant Commodities Broker Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Unlock the keys to effective phonics instruction with our comprehensive Phonics Teaching Training course. Designed for educators passionate about enhancing literacy skills, this program covers essential techniques and strategies tailored for diverse learning environments. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In the Phonics Teaching Training course, learners will gain comprehensive skills in teaching phonics effectively. They will understand how to adapt phonics education for deaf children and engage with parents and caregivers to support learning. The course covers the widely-used Jolly Phonics method and emphasizes the crucial role of early phonics instruction in language development. Learners will develop a deep understanding of speaking and phonological awareness, essential for teaching phonics at different levels. They will learn strategies to meet individual learning needs and how to conduct systematic assessments and maintain accurate records. By the end of the course, participants will be equipped to teach phonics at advanced levels and understand the nuances of effective phonics teaching in educational settings. Course Curriculum Module 01: Phonics for Deaf Children Module 02: Career as Phonics Teacher Module 03: Introduction to Phonics Education Module 04: Involving Parents and Carers Module 05: Jolly Phonics Module 06: Role of Early Phonics Teaching Module 07: Speaking and Phonological Awareness Module 08: Meeting Individual Needs Module 09: Systematic Assessment and Record Keeping Module 10: Teaching Higher Level of Phonics Module 11: Teaching Phonics Learning Outcomes Understand phonics principles for teaching deaf children effectively. Explore career opportunities as a phonics teacher in education sector. Gain foundational knowledge of phonics education techniques and methods. Engage parents and carers in supporting phonics learning at home. Apply Jolly Phonics methodology to enhance teaching effectiveness. Implement early phonics teaching strategies to foster literacy skills. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Teachers aspiring to specialize in phonics education. Educators interested in improving phonological awareness techniques. Individuals preparing to work with children in educational settings. Professionals seeking to enhance literacy teaching skills. Parents looking to support their children's phonics development. Career path Phonics Teacher Early Years Educator Special Educational Needs (SEN) Teacher Literacy Coordinator Learning Support Assistant Educational Consultant Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

In today's dynamic landscape, starting a business or social enterprise is not just about profit; it's about making a meaningful impact. The Stone Soup Approach course equips individuals with essential skills to navigate this terrain. Understanding social entrepreneurship is crucial as it blends business acumen with societal welfare. Through modules like Introduction to Social Enterprise and Entrepreneurship, Establishing Your Organisation, and Managing Funds, participants grasp the fundamentals of sustainable ventures. Learning to create a brand and manage a social enterprise ensures credibility and longevity in the market. This course is indispensable, offering practical insights applicable in daily life and professional endeavors. In the UK job market, where such skills are highly sought-after, completion of this course enhances employability. The median salary for roles in this sector averages £30,000 annually. As the demand for socially conscious ventures rises steadily, with an increase of 10% annually, the Stone Soup Approach course becomes a strategic investment for aspiring entrepreneurs and changemakers alike. Key Features: CPD Certified Starting a Business course Free Certificate Developed by Specialist Lifetime Access Course Curriculum: Module 01: Introduction to Social Enterprise and Entrepreneurship Module 02: Establishing Your Organisation Module 03: Creating a Brand Module 04: Managing Funds Module 05: Managing a Social Enterprise Learning Outcomes: Analyze Social Enterprise fundamentals for strategic entrepreneurial decision-making. Develop effective organisational structures for successful business or social enterprises. Craft compelling brand strategies aligning with the Stone Soup Approach ethos. Apply financial management techniques for efficient resource allocation in your enterprise. Implement strategies to balance social impact and business sustainability effectively. Demonstrate proficiency in overseeing and adapting to the unique challenges faced. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Starting a Business or Social Enterprise - The Stone Soup Approach course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Starting a Business or Social Enterprise - The Stone Soup Approach. Moreover, this course is ideal for: Aspiring Entrepreneurs seeking to merge business success with social impact. Individuals with a passion for creating positive change through entrepreneurship. New Business Owners aiming for sustainable impact in their ventures. Social Innovators looking to establish and manage impactful enterprises. Those eager to cultivate a brand that reflects their social values. Requirements There are no requirements needed to enrol into this Starting a Business or Social Enterprise - The Stone Soup Approach course. We welcome individuals from all backgrounds and levels of experience to enrol into this Starting a Business or Social Enterprise - The Stone Soup Approach course. Career path Social Enterprise Manager - £25K to 45K/year Community Development Officer - £20K to 35K/year Social Innovation Consultant - £30K to 60K/year Impact Investment Analyst - £35K to 55K/year Corporate Social Responsibility Manager - £35K to 60K/year Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.

Take on the journey of building a successful e-commerce business on a shoestring budget is not only possible but also essential in today's digital world. This course is designed to equip you with the vital skills needed to thrive in the competitive e-commerce landscape without breaking the bank. Learning how to conduct market research on a budget, source and manage products effectively, and employ budget-friendly digital marketing strategies are key components that will transform your business approach. In the modern world, where e-commerce is booming with an annual growth rate of 23%, understanding these aspects can significantly enhance your professional career. By mastering e-commerce business fundamentals, you can open up a plethora of job opportunitiesin the UK, where e-commerce managers earn an average salary of £35,000 to £50,000 per year. Moreover, the ability to scale an e-commerce business with limited resources is a highly sought-after skill that can set you apart in the job market. This course not only helps in professional growth but also in daily life by fostering a mindset of resourcefulness and strategic planning. The e-commerce sector is rapidly increasing, making now the perfect time to dive in and reap the benefits of a booming industry. Key Features: CPD Certified How to Build a E-Commerce Business Course Free Certificate Developed by Specialist Lifetime Access Course Curriculum: Module 01: Introduction to E-Commerce and Budget Constraints Module 02: Market Research on a Budget Module 03: Effective Product Sourcing and Management Module 04: Budget-Friendly Digital Marketing Strategies Module 05: Financial Management for Small E-Commerce Businesses Module 06: Scaling Your E-Commerce Business with Limited Resources Learning Outcomes: Analyze e-commerce landscapes, mitigating challenges with budget constraints effectively. Execute market research on a budget, identifying profitable niches and trends. Source and manage products strategically, ensuring cost-effectiveness and customer satisfaction. Implement budget-friendly digital marketing strategies, optimizing online visibility and conversion. Navigate financial management for small e-commerce businesses, maintaining profitability. Master the art of scaling an e-commerce business with limited resources. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This How to Build a Successful E-Commerce Business on a Shoestring Budget course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of How to Build a Successful E-Commerce Business on a Shoestring Budget. Moreover, this course is ideal for: Entrepreneurs aiming to establish a cost-effective online business venture. Small business owners seeking to enhance e-commerce operations on a budget. Start-up enthusiasts desiring to navigate the complexities of budget constraints. Marketing professionals interested in budget-efficient digital strategies for e-commerce. Individuals aspiring to scale their e-commerce ventures with limited resources. Requirements There are no requirements needed to enrol into this How to Build a Successful E-Commerce Business on a Shoestring Budget course. We welcome individuals from all backgrounds and levels of experience to enrol into this How to Build a Successful E-Commerce Business on a Shoestring Budget course. Career path After finishing this How to Build a Successful E-Commerce Business course you will have multiple job opportunities waiting for you. Some of the following Job sectors of Build a E-Commerce Business Budget are: Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

In the modern world, the Trainee Train Driver Online Course plays a pivotal role in preparing individuals for a career in the railway industry. With its comprehensive curriculum covering crucial aspects such as licenses, skills, and interviews, this Trainee Train Driver Online course equips aspiring Train Drivers with the necessary knowledge and expertise. Learning these skills is imperative as it not only enhances one's employability but also ensures safety and efficiency in railway operations. In the UK, where the demand for skilled Train Drivers is perennial, mastering this Trainee Train Driver Online course significantly increases job opportunities. On average, Train Drivers in the UK earn a competitive salary, making it a lucrative career path. Moreover, the advantages of this Trainee Train Driver Online course extend beyond employment prospects; it fosters a sense of responsibility and professionalism among Trainee Train Drivers. Despite fluctuations, the demand for skilled personnel in this sector is on the rise, with a steady increase of around 5-7% annually, underscoring the importance of acquiring Train Driver expertise in today's dynamic job market. Key Features: CPD Certified Developed by Specialist Lifetime Access Course Curriculum Module 01: Introduction to Trainee Train Driving Module 02: Train Driver Licences and Certificates: Key Facts Module 03: Train Driver Required Skills and Attitudes Module 04: Train Driver Application Form Success Module 05: Train Driver Psychometric Test Module 06: Find Success in the Train Driver Interview Module 07: References, Medical Assessment and Training Learning Outcomes: Understand fundamentals of trainee train driving principles and practices. Identify key requirements for obtaining train driver licences and certificates. Develop essential skills and attitudes required for successful train driving. Learn effective strategies for completing train driver application forms. Prepare for and succeed in train driver psychometric assessment tests. Master techniques to excel in train driver interview processes. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Trainee Train Driver Online Course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Trainee Train Driver Online. Moreover, this Trainee Train Driver Online Course is ideal for: Individuals aspiring to become train drivers. Career changers seeking opportunities in the transportation sector. School leavers exploring vocational training options. Professionals interested in the railway industry. Anyone passionate about locomotive operations. Requirements There are no requirements needed to enrol into this Trainee Train Driver Online Course. We welcome individuals from all backgrounds and levels of experience to enrol into this Trainee Train Driver course. Career path After finishing this Trainee Train Driver course you will have multiple job opportunities waiting for you. Some of the the following Job sectors of Trainee Train Driver are: Train Driver - £24K to £60K/year. Rail Operations Manager - £30K to £70K/year. Rail Dispatcher - £20K to £40K/year. Rail Service Supervisor - £25K to £50K/year. Trainee Train Driver Instructor - £20K to £40K/year. Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.

Unlock the secrets to effective wound care with our comprehensive training course, meticulously designed for those who are passionate about making a difference in patient recovery. Delve deep into the intricate process of wound healing and understand the myriad factors that can impede progress. From the initial assessment to the selection of the appropriate treatment, you will gain a thorough understanding of the various types of wounds and the most effective methods for their care. Our course empowers you with the knowledge to approach wound management with confidence and precision. Key Features: CPD Certified Developed by Specialist Lifetime Access Take on an educational journey that not only enhances your understanding but also equips you with the essential terminologies used in the field. Learn to accurately assess wounds and apply the most suitable treatments, ensuring optimal healing conditions. Each module is crafted to provide you with a solid foundation, enhancing your ability to deliver exceptional care. Elevate your expertise and transform your approach to wound care with insights that are both profound and practical. Join us and take the first step towards mastering the art of wound management. Course Curriculum Module 01: The Wound Healing Process & Factors Delaying Wound Healing Module 02: Types of Wounds and Their Treatment Module 03: Wound Assessment Module 04: Glossary Learning Outcomes: Understand stages and factors affecting wound healing process comprehensively. Identify various types of wounds and corresponding treatment modalities. Perform thorough wound assessment using appropriate techniques and tools. Acquire proficiency in terminology essential for effective wound care practice. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Healthcare professionals seeking advanced wound care knowledge. Nurses aiming to enhance wound assessment and treatment skills. Medical students interested in expanding their understanding of wound care. Caregivers responsible for wound management in clinical settings. Individuals pursuing careers in healthcare focusing on wound care. Career path Wound Care Nurse Specialist Tissue Viability Nurse Wound Care Coordinator Clinical Nurse Educator Community Wound Care Practitioner Wound Care Researcher Certificates Digital certificate - Included Will be downloadable when all lectures have been completed.

Dive into the world of numbers and patterns with our 'Statistical Analysis Course,' where data tells stories and predictions shape the future. In the first module, you're introduced to the vast landscape of statistics, a toolset essential for deciphering the tales hidden within data. As you progress, familiarise yourself with the fundamental statistical terminology, paving the way for a deeper grasp of how data clusters around central values. The journey through this course is a blend of theory and application, from mastering the intricacies of data variability to the advanced realms of regression analysis and predictive algorithms. Learning Outcomes Gain a solid understanding of statistics and its significance in various fields. Learn to describe and utilise basic statistical terminology and methods. Comprehend and calculate measures of central tendency and data dispersion. Develop skills in probability, distribution analysis, and statistical inference. Apply statistical methods correctly and appreciate the Bayesian approach for learning from data. Why choose this Statistical Analysis Course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Statistical Analysis Course 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. Who is this Statistical Analysis Course for? Aspiring data analysts seeking a foundation in statistics. Business professionals who require analytical skills for data-driven decision-making. Students of the social sciences, economics, or any field involving data interpretation. Researchers needing a robust grasp of statistical analysis methods. Anyone interested in understanding how to utilise data for predictions and analytics. Career path Data Analyst - £25,000 to £40,000 Market Research Analyst - £23,000 to £35,000 Quantitative Analyst - £35,000 to £70,000 Statistical Researcher - £27,000 to £45,000 Business Intelligence Analyst - £30,000 to £55,000 Econometrician - £30,000 to £60,000 Prerequisites This Statistical Analysis Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Statistical Analysis 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: The Realm of Statistics The Realm Of Statistics 00:26:00 Module 02: Basic Statistical Terms Basic Statistical Terms 00:41:00 Module 03: The Center of the Data The Center of the Data 00:03:00 Module 04: Data Variability Data Variability 00:15:00 Module 05: Binomial and Normal Distributions Binomial and Normal Distributions 00:14:00 Binomial Probabilities Table 00:00:00 Z-Table 00:00:00 Module 06: Introduction to Probability Introduction to Probability 00:35:00 Module 07: Estimates and Intervals Estimates and Intervals 00:34:00 Module 08: Hypothesis Testing Hypothesis Testing 00:31:00 Module 09: Regression Analysis Regression Analysis 00:11:00 Module 10: Algorithms, Analytics and Predictions Algorithms, Analytics and Prediction 00:47:00 Module 11: Learning From Experience: The Bayesian Way Learning From Experience: The Bayesian Way 00:31:00 Module 12: Doing Statistics: The Wrong Way Doing Statistics: The Wrong Way 00:37:00 Module 13: How We Can Do Statistics Better How We Can Do Statistics Better 00:41:00 Assignment Assignment - Statistical Analysis Course 00:00:00

Delve deep into the dynamic world of sales and marketing with our comprehensive 'Diploma in Sales and Marketing Certificate' course. Kickstart your journey by mastering the nuances of 'the talk', paving your way through persuasive pitching techniques, and expertly handling objections. Understand the vast landscape of marketing, from its foundational principles to diverse strategies. Learn how to communicate compellingly, avoid common marketing mistakes, and make data-driven decisions to ensure your campaign's success. Learning Outcomes Acquire proficiency in initiating sales conversations and creative openings. Develop techniques to manage and overcome customer objections. Understand the intricacies of diverse marketing strategies and the marketing mix. Harness skills for efficient customer communication and follow-ups. Recognise and circumvent common marketing pitfalls, enhancing campaign effectiveness. Why choose this Diploma in Sales and Marketing Certificate? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Diploma in Sales and Strategic Marketing Certificate 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. Who is this Diploma in Sales and Marketing Certificate for? Individuals keen to venture into sales and marketing roles. Entrepreneurs aiming to enhance their product/service visibility. Sales professionals looking to sharpen their pitching skills. Marketing enthusiasts wishing to expand their knowledge spectrum. Companies aiming to train their staff in effective sales and marketing strategies. Career path Sales Executive: £20,000 - £35,000 Marketing Assistant: £18,000 - £22,000 Account Manager: £25,000 - £40,000 Digital Marketing Specialist: £24,000 - £35,000 Brand Manager: £35,000 - £50,000 Sales and Marketing Director: £50,000 - £100,000+ Prerequisites This Diploma in Sales and Strategic Marketing Certificate does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Diploma in Sales and Strategic Marketing Certificate 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: Understanding the Talk Understanding the Talk 00:11:00 Module 02: Getting Prepared to Make the Call Getting Prepared to Make the Call 00:08:00 Module 03: Creative Openings Creative Openings 00:08:00 Module 04: Making Your Pitch Making Your Pitch 00:11:00 Module 05: Handling Objections Handling Objections 00:10:00 Module 06: Sealing the Deal Sealing the Deal 00:11:00 Module 07: Following Up Following Up 00:14:00 Module 08: Setting Goals Setting Goals 00:10:00 Module 09: Managing Your Data Managing Your Data 00:10:00 Module 10: Using a Prospect Board Using a Prospect Board 00:11:00 Module 11: What is Marketing? What is Marketing? 00:10:00 Module 12: Common Marketing Types (I) Common Marketing Types (I) 00:07:00 Module 13: Common Marketing Types (II Common Marketing Types (II) 00:08:00 Module 14: The Marketing Mix The Marketing Mix 00:07:00 Module 15: Communicating the Right Way Communicating the Right Way 00:07:00 Module 16: Customer Communications Customer Communications 00:07:00 Module 17: Marketing Goals Marketing Goals 00:07:00 Module 18: The Marketing Funnel The Marketing Funnel 00:07:00 Module 19: Marketing Mistakes (I) Marketing Mistakes (I) 00:08:00 Module 20: Marketing Mistakes (II) Marketing Mistakes (II) 00:08:00 Mock Exam Mock Exam - Diploma in Sales and Marketing Certificate 00:20:00 Final Exam Final Exam - Diploma in Sales and Marketing Certificate 00:20:00

Venture into the world of data interpretation with our illuminating 'Applied Statistics' course. In an era where every decision is data-driven, the art of statistics becomes an indispensable tool. This course masterfully unfolds the complexities of statistical analysis, from the basics to advanced methodologies. Whether it's understanding central tendencies, charting out data, or avoiding common pitfalls, we've got it all covered. Set yourself on a path to make informed decisions and discern patterns like never before. Learning Outcomes Understand the core concepts and fundamentals of statistics. Master methods of measuring central tendencies and dispersion in datasets. Dive deep into correlation, regression, and hypothesis testing techniques. Attain proficiency in data visualisation using charts and graphs. Identify and rectify ten prevalent statistical mistakes. Why choose this Applied Statistics course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Applied Statistics 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. Who is this Applied Statistics course for? Students embarking on a journey in data science or related fields. Business analysts seeking to enhance their data interpretation skills. Researchers keen to strengthen their statistical analysis techniques. Professionals in various industries aiming to make data-backed decisions. Educators looking to teach statistical methods more effectively. Career path Data Analyst - £25,000 - £40,000 Statistical Consultant - £30,000 - £50,000 Research Scientist (Statistics) - £35,000 - £55,000 Econometrician - £40,000 - £60,000 Quantitative Analyst - £45,000 - £70,000 Biostatistician - £30,000 - £50,000 Prerequisites This Applied Statistics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Applied Statistics 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 Statistics Introduction to Statistics 00:18:00 Module 02: Measuring Central Tendency Measuring Central Tendency 00:18:00 Module 03: Measures of Dispersion Measures of Dispersion 00:11:00 Module 04: Correlation and Regression Analysis Correlation and Regression Analysis 00:35:00 Module 05: Probability Probability 00:16:00 Module 06: Sampling Sampling 00:11:00 Module 07: Charts and Graphs Charts and Graphs 00:21:00 Module 08: Hypothesis Testing Hypothesis Testing 00:25:00 Module 09: Ten Common Statistical Mistakes Ten Common Statistical Mistakes 00:30:00 Assignment Assignment - Applied Statistics 00:00:00

The course 'Deep Learning & Neural Networks Python - Keras' provides a comprehensive introduction to deep learning using the Keras library in Python. It covers topics ranging from basic neural networks to more advanced concepts, such as convolutional neural networks, image augmentation, and performance improvement techniques for various datasets. Learning Outcomes: Understand the fundamental concepts of deep learning and how it differs from traditional machine learning. Gain proficiency in using Keras, a powerful deep learning library, for building and training neural network models. Develop practical skills in creating and optimizing neural network models for different datasets, including image recognition tasks and regression problems. Why buy this Deep Learning & Neural Networks Python - Keras? 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 Deep Learning & Neural Networks Python - Keras there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Deep Learning & Neural Networks Python - Keras course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Deep Learning & Neural Networks Python - Keras does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Deep Learning & Neural Networks Python - Keras 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 As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Deep Learning & Neural Networks Python - Keras is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum 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 - Layer Tuning for Smaller Network 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 Multi-Layer Perceptron Model Development 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