42796 Learning courses in Bristol delivered Online

This course is your guide to deep learning in Python with Keras. You will discover the Keras Python library for deep learning and learn how to use it to develop and evaluate deep learning models.

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. 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. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. 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. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Welcome to the course Introduction 00:02:00 Setting up R Studio and R crash course Installing R and R studio 00:05:00 Basics of R and R studio 00:10:00 Packages in R 00:10:00 Inputting data part 1: Inbuilt datasets of R 00:04:00 Inputting data part 2: Manual data entry 00:03:00 Inputting data part 3: Importing from CSV or Text files 00:06:00 Creating Barplots in R 00:13:00 Creating Histograms in R 00:06:00 Basics of Statistics Types of Data 00:04:00 Types of Statistics 00:02:00 Describing the data graphically 00:11:00 Measures of Centers 00:07:00 Measures of Dispersion 00:04:00 Introduction to Machine Learning Introduction to Machine Learning 00:16:00 Building a Machine Learning Model 00:08:00 Data Preprocessing for Regression Analysis Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Importing the dataset into R 00:03:00 Univariate Analysis and EDD 00:03:00 EDD in R 00:12:00 Outlier Treatment 00:04:00 Outlier Treatment in R 00:04:00 Missing Value imputation 00:03:00 Missing Value imputation in R 00:03:00 Seasonality in Data 00:03:00 Bi-variate Analysis and Variable Transformation 00:16:00 Variable transformation in R 00:09:00 Non Usable Variables 00:04:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy variable creation in R 00:05:00 Correlation Matrix and cause-effect relationship 00:10:00 Correlation Matrix in R 00:08:00 Linear Regression Model The problem statement 00:01:00 Basic equations and Ordinary Least Squared (OLS) method 00:08:00 Assessing Accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy - RSE and R squared 00:07:00 Simple Linear Regression in R 00:07:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting result for categorical Variable 00:05:00 Multiple Linear Regression in R 00:07:00 Test-Train split 00:09:00 Bias Variance trade-off 00:06:00 Test-Train Split in R 00:08:00 Regression models other than OLS Linear models other than OLS 00:04:00 Subset Selection techniques 00:11:00 Subset selection in R 00:07:00 Shrinkage methods - Ridge Regression and The Lasso 00:07:00 Ridge regression and Lasso in R 00:12:00 Classification Models: Data Preparation The Data and the Data Dictionary 00:08:00 Importing the dataset into R 00:03:00 EDD in R 00:11:00 Outlier Treatment in R 00:04:00 Missing Value imputation in R 00:03:00 Variable transformation in R 00:06:00 Dummy variable creation in R 00:05:00 The Three classification models Three Classifiers and the problem statement 00:03:00 Why can't we use Linear Regression? 00:04:00 Logistic Regression Logistic Regression 00:08:00 Training a Simple Logistic model in R 00:03:00 Results of Simple Logistic Regression 00:05:00 Logistic with multiple predictors 00:02:00 Training multiple predictor Logistic model in R 00:01:00 Confusion Matrix 00:03:00 Evaluating Model performance 00:07:00 Predicting probabilities, assigning classes and making Confusion Matrix in R 00:06:00 Linear Discriminant Analysis Linear Discriminant Analysis 00:09:00 Linear Discriminant Analysis in R 00:09:00 K-Nearest Neighbors Test-Train Split 00:09:00 Test-Train Split in R 00:08:00 K-Nearest Neighbors classifier 00:08:00 K-Nearest Neighbors in R 00:08:00 Comparing results from 3 models Understanding the results of classification models 00:06:00 Summary of the three models 00:04:00 Simple Decision Trees Basics of Decision Trees 00:10:00 Understanding a Regression Tree 00:10:00 The stopping criteria for controlling tree growth 00:03:00 The Data set for this part 00:03:00 Importing the Data set into R 00:06:00 Splitting Data into Test and Train Set in R 00:05:00 Building a Regression Tree in R 00:14:00 Pruning a tree 00:04:00 Pruning a Tree in R 00:09:00 Simple Classification Tree Classification Trees 00:06:00 The Data set for Classification problem 00:01:00 Building a classification Tree in R 00:09:00 Advantages and Disadvantages of Decision Trees 00:01:00 Ensemble technique 1 - Bagging Bagging 00:06:00 Bagging in R 00:06:00 Ensemble technique 2 - Random Forest Random Forest technique 00:04:00 Random Forest in R 00:04:00 Ensemble technique 3 - GBM, AdaBoost and XGBoost Boosting techniques 00:07:00 Gradient Boosting in R 00:07:00 AdaBoosting in R 00:09:00 XGBoosting in R 00:16:00 Maximum Margin Classifier Content flow 00:01:00 The Concept of a Hyperplane 00:05:00 Maximum Margin Classifier 00:03:00 Limitations of Maximum Margin Classifier 00:02:00 Support Vector Classifier Support Vector classifiers 00:10:00 Limitations of Support Vector Classifiers 00:01:00 Support Vector Machines Kernel Based Support Vector Machines 00:06:00 Creating Support Vector Machine Model in R The Data set for the Classification problem 00:01:00 Importing Data into R 00:08:00 Test-Train Split 00:09:00 Classification SVM model using Linear Kernel 00:16:00 Hyperparameter Tuning for Linear Kernel 00:06:00 Polynomial Kernel with Hyperparameter Tuning 00:10:00 Radial Kernel with Hyperparameter Tuning 00:06:00 The Data set for the Regression problem 00:03:00 SVM based Regression Model in R 00:11:00 Assessment Assessment - Machine Learning Masterclass 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

In today's dynamic world, mastering multiple languages is not just a skill but a necessity. The Interpreter Language Learning Laboratory: Boost Your Linguistics Skills course addresses the pressing need for effective communication and linguistic diversity in the UK. Recent language learning trends indicate a growing demand for versatile linguistic skills, creating a gap that this Interpreter Language Learning Laboratory: Boost Your Linguistics Skills course expertly fills. Whether you're aiming to enhance your career prospects, facilitate inclusive communication, or simply indulge your passion for languages, this Interpreter Language Learning Laboratory: Boost Your Linguistics Skills programme offers a unique blend of foundational and specialized courses to cater to a diverse range of learners. 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Acquire foundational skills in German, French, Italian, and Spanish. Demonstrate competence in supporting individuals with dyslexia and learning disabilities. Master the basics of British Sign Language interpretation. Cultivate effective public speaking and communication through body language. Gain insights into teaching methodologies for diverse learners. Unlock the power of communication with a curriculum that spans English language essentials, beginner courses in German, French, Italian, and Spanish, as well as focused training on supporting individuals with dyslexia, learning disabilities, and autism. From mastering grammar nuances to acquiring British Sign Language interpretation skills, this Interpreter Language Learning Laboratory: Boost Your Linguistics Skills course empowers you with a rich linguistic toolkit. Engage in daily spoken language sessions and gain valuable insights into teaching methodologies, public speaking, and non-verbal communication, ensuring you emerge not just as a speaker of languages but a master communicator poised for success. CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Language enthusiasts seeking diverse linguistic skills. Professionals aiming to enhance communication in their careers. Individuals interested in supporting those with learning disabilities. Students pursuing a holistic language learning experience. Public speakers looking to refine their communication techniques. Anyone with a passion for fostering inclusive language environments. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Requirements To participate in this Interpreter Language Learning Laboratory: Boost Your Linguistics Skillscourse, all you need is - A smart device A secure internet connection And a keen interest in Language Learning Laboratory: Boost Your Linguistic Skills Career path Language tutor or instructor - Average Salary: •30,000 per year Communication Specialist - Average Salary: •35,000 per year Educational Support Worker - Average Salary: •25,000 per year Public Speaking Coach - Average Salary: •40,000 per year Dyslexia Support Specialist - Average Salary: •28,000 per year British Sign Language Interpreter - Average Salary: •32,000 per year Certificates CPD Accredited Certificate Digital certificate - Included CPD Accredited e-Certificate - Free CPD Accredited Hardcopy Certificate - Free Enrolment Letter - Free Student ID Card - Free

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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.

Overview Understand how our brain acquires and retains knowledge and skills through our highly informative Basics of Neuroscience and Learning course. This course will help you understand the intricate functions of our brain and the factors that influence the learning process. The course will help you explore the process by which our brain learns. Here, you will be introduced to neurons and understand the functions and networking system. In addition, you will be able to learn the mechanisms of neuroplasticity in learning. This course will also describe the factors that have a great influence on the process of learning things. After the successful completion of the course, you will receive a certificate of completion, this certificate will help you seek a career in the relevant sector. Join now! Course Preview Learning Outcomes Understand the relationship between neuroscience and learning Learn about neuron functions and neural networks Understand the mechanisms of neuroplasticity in learning Grasp the influence of emotions and motivation in learning Familiarise yourself with brain-based learning strategies Why Take This Course From John Academy? Affordable, well-structured and high-quality e-learning study materials Engaging tutorial videos, materials from the industry-leading experts Opportunity to study in a user-friendly, advanced online learning platform Efficient exam systems for the assessment and instant result Earn UK & internationally recognised accredited qualification Easily access the course content on mobile, tablet, or desktop from anywhere, anytime Excellent career advancement opportunities Get 24/7 student support via email. What Skills Will You Learn from This Course? Brain-based Learning Attention and Focus Improvement Who Should Take This Basics of Neuroscience and Learning? Whether you're an existing practitioner or an aspiring professional, this course is an ideal training opportunity. It will elevate your expertise and boost your CV with key skills and a recognised qualification attesting to your knowledge. Are There Any Entry Requirements? This Basics of Neuroscience and Learning course is available to all learners of all academic backgrounds. But learners should be aged 16 or over to undertake the qualification. And a good understanding of the English language, numeracy, and ICT will be helpful. Certificate of Achievement After completing this course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates & Transcripts can be obtained either in Hardcopy at £14.99 or in PDF format at £11.99. Career Path​ This exclusive Basics of Neuroscience and Learning course will equip you with effective skills and abilities and help you explore career paths such as  Educational Consultant Learning Specialist Neuropsychologist Cognitive Neuroscientist Research Scientist Module 01: Introduction to Neuroscience and Learning Introduction to Neuroscience and Learning 00:09:00 Module 02: Basics of Neuroscience Basics of Neuroscience 00:16:00 Module 03: Neuroplasticity and Learning Neuroplasticity and Learning 00:14:00 Module 04: Cognitive Development and Learning Cognitive Development and Learning 00:13:00 Module 05: Attention and Focus Attention and Focus 00:13:00 Module 06: Emotions and Learning Emotions and Learning 00:11:00 Module 07: Motivation and Reward Systems Motivation and Reward Systems 00:12:00 Module 08: Learning Disorders and Neurodiversity Learning Disorders and Neurodiversity 00:12:00 Module 09: Brain-Based Learning Strategies Brain-Based Learning Strategies 00:10:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Embark on a journey to become a proficient Learning Disability Nurse. This course offers a deep dive into autism, therapeutic approaches, child development, and effective communication. Learn to create impactful care plans and support the well-being of individuals with learning disabilities.

24-Hour Flash Sale! Prices Reduced Like Never Before!! It's very disheartening to live in a world where your voice isn't heard, where your needs and challenges are overlooked just because of a lack of understanding. In the UK alone, over 1.5 million individuals are navigating life with learning disabilities, facing barriers that many of us can't fathom. It's a reality that's often hidden in plain sight, creating a silent epidemic of isolation and unmet potential. This is why the "Learning Disability Nursing" course is designed to bridge this gap, equipping you with the knowledge and skills to make a profound difference. Understand the complex relationship between Learning Disabilities and Mental Health. Master Psychosocial and Psychodynamic Interventions. You'll explore the full spectrum of care throughout the lifespan, learning to advocate for health and well-being and to craft personalised care plans in mental health settings. With lessons dedicated to Nursing Models, Behavioural Interventions, and the future of the profession, this course sets you on a path to becoming a pivotal part of individuals' lives, offering hope and tangible support where it's needed most. Learning Outcomes of the Learning Disability Nursing Course: Understand the complex needs of individuals with learning disabilities. Apply psychosocial and psychodynamic interventions effectively. Support the lifelong health and well-being of those with learning disabilities. Develop and implement targeted care plans in mental health settings. Explore and understand the evolving role of learning disability nurses. Prepare for future spheres of practice in learning disability nursing. Step into a career that transcends the ordinary. The "Learning Disability Nursing" course offers you not just a job, but a calling-a chance to be the change in the lives of those who navigate the world differently. With the skills and insights gained from this course, you're not just improving careers; you're transforming lives and shaping the future of healthcare. Join us on this journey to make a difference, one individual at a time! Why Prefer this Course? Get a Free CPD Accredited Certificate upon completion of the course Get a Free Student ID Card with this training program (£10 postal charge will be applicable for international delivery) The course is Affordable and Simple to understand Get Lifetime Access to the course materials The training program comes with 24/7 Tutor Support Start your learning journey straight away! Curriculum Breakdown of the Learning Disability Nursing Course Module 01: Learning Disability and Mental Health Explores the relationship between learning disabilities and mental health, addressing common mental health issues, their impact on individuals with learning disabilities, and strategies for effective management and support. Module 02: Learning Disability Nursing Provides an overview of the principles and practices of learning disability nursing, emphasizing person-centered care, advocacy, and tailored interventions to meet individual needs. Module 03: Psychosocial Interventions Covers various psychosocial interventions for individuals with learning disabilities, including cognitive-behavioral therapy, social skills training, and support groups, aiming to enhance mental health and quality of life. Module 04: Psychodynamic Approaches Examines psychodynamic theories and their application in learning disability nursing, focusing on understanding unconscious processes, emotional development, and therapeutic relationships. Module 05: Learning Disability Nursing Throughout the Lifespan Discusses the role of learning disability nurses in providing care across different life stages, from childhood to old age, addressing age-specific needs and challenges. Module 06: Role of the Learning Disability Nurse in Promoting Health and Well-Being Highlights the proactive role of learning disability nurses in promoting overall health and well-being, including health education, preventive care, and lifestyle interventions. Module 07: Care Planning in Mental Health Settings Focuses on developing and implementing effective care plans for individuals with learning disabilities in mental health settings, ensuring comprehensive, coordinated, and person-centered care. Module 08: Nursing Models and Behavioural Interventions Explores various nursing models and behavioral interventions used in learning disability nursing, emphasizing evidence-based practices and individualized approaches. Module 09: The Future of Learning Disability Nursing Discusses emerging trends, challenges, and opportunities in the field of learning disability nursing, preparing nurses for future advancements and evolving practices. Module 10: Future Spheres of Practice for Learning Disability Nursing Examines potential future roles and specializations for learning disability nurses, including advanced practice, research, policy development, and interdisciplinary collaboration. Assessment Process Once you have completed all the modules on the course, you can assess your skills and knowledge with an optional assignment. Our expert trainers will assess your assignment and give you feedback afterwards. CPD 10 CPD hours / points Accredited by CPD Quality Standards Module 1: Learning Disability and Mental Health 26:13 1: Learning Disability and Mental Health Preview 26:13 Module 2: Learning Disability Nursing 25:47 2: Learning Disability Nursing 25:47 Module 3: Psychosocial Interventions 25:11 3: Psychosocial Interventions 25:11 Module 4: Psychodynamic Approaches 21:32 4: Psychodynamic Approaches 21:32 Module 5: Learning Disability Nursing Throughout the Lifespan 54:38 5: Learning Disability Nursing Throughout the Lifespan 54:38 Module 6: Role of the Learning Disability Nurse in Promoting Health & Well-Being 46:59 6: Role of the Learning Disability Nurse in Promoting Health and Well-Being 46:59 Module 7: Care Planning in Mental Health Settings 20:24 7: Care Planning in Mental Health Settings 20:24 Module 8: Nursing Models and Behavioral Interventions 25:12 8: Nursing Models and Behavioural Interventions 25:12 Module 9: The Future of Learning Disability Nursing 26:25 9: The Future of Learning Disability Nursing 26:25 Module 10: Future Spheres of Practice for Learning Disability Nursing 21:51 10: Future Spheres of Practice for Learning Disability Nursing 21:51 Order Your Certificate 02:00 11: Order Your CPD Certificate 01:00 12: Order Your QLS Endorsed Certificate 01:00 Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Aspiring nurses Healthcare workers Social care staff Mental health professionals Educational support staff Career changers Please note: This course doesn't entitle you to practice as a professional in this specific field. Rather, this course will assist you in understanding the fundamentals so that you can improve your knowledge in the relevant field. Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Learning Disability Nurse - £24,000 to £30,000 Mental Health Nurse - £24,000 to £30,000 Healthcare Coordinator - £20,000 to £25,000 Special Educational Needs (SEN) Teacher - £25,000 to £41,000 Care Manager - £30,000 to £40,000 Behavioural Therapist - £27,000 to £37,000 Certificates Cademy certificate of completion Digital certificate - Included Will be downloadable when all lectures have been completed CPD Accredited Digital Certificate Digital certificate - £12.99 Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.