1122 Courses in Cardiff delivered Online

DontGoToDramaSchool - Teaching you the screen-acting techniques of the Hollywood stars. "Making quality, industry relevant drama training accessible to all." Don't waste your time and money going to traditional drama school. We teach you screen-acting not stage, at a time when streaming content is booming while theatres are being demolished. And costing a fraction of the price of traditional drama schools, start your training today. Don't wait for term time to begin.

DontGoToDramaSchool - Teaching you the screen-acting techniques of the Hollywood stars. "Making quality, industry relevant drama training accessible to all." Don't waste your time and money going to traditional drama school. We teach you screen-acting not stage, at a time when streaming content is booming while theatres are being demolished. And costing a fraction of the price of traditional drama schools, start your training today. Don't wait for term time to begin.

DontGoToDramaSchool - Teaching you the screen-acting techniques of the Hollywood stars. "Making quality, industry relevant drama training accessible to all." Don't waste your time and money going to traditional drama school. We teach you screen-acting not stage, at a time when streaming content is booming while theatres are being demolished. And costing a fraction of the price of traditional drama schools, start your training today. Don't wait for term time to begin.

DontGoToDramaSchool - Teaching you the screen-acting techniques of the Hollywood stars. "Making quality, industry relevant drama training accessible to all." Don't waste your time and money going to traditional drama school. We teach you screen-acting not stage, at a time when streaming content is booming while theatres are being demolished. And costing a fraction of the price of traditional drama schools, start your training today. Don't wait for term time to begin.

DontGoToDramaSchool - Teaching you the screen-acting techniques of the Hollywood stars. "Making quality, industry relevant drama training accessible to all." Don't waste your time and money going to traditional drama school. We teach you screen-acting not stage, at a time when streaming content is booming while theatres are being demolished. And costing a fraction of the price of traditional drama schools, start your training today. Don't wait for term time to begin.

DontGoToDramaSchool - Teaching you the screen-acting techniques of the Hollywood stars. "Making quality, industry relevant drama training accessible to all." Don't waste your time and money going to traditional drama school. We teach you screen-acting not stage, at a time when streaming content is booming while theatres are being demolished. And costing a fraction of the price of traditional drama schools, start your training today. Don't wait for term time to begin.

DontGoToDramaSchool - Teaching you the screen-acting techniques of the Hollywood stars. "Making quality, industry relevant drama training accessible to all." Don't waste your time and money going to traditional drama school. We teach you screen-acting not stage, at a time when streaming content is booming while theatres are being demolished. And costing a fraction of the price of traditional drama schools, start your training today. Don't wait for term time to begin.

DontGoToDramaSchool - Teaching you the screen-acting techniques of the Hollywood stars. "Making quality, industry relevant drama training accessible to all." Don't waste your time and money going to traditional drama school. We teach you screen-acting not stage, at a time when streaming content is booming while theatres are being demolished. And costing a fraction of the price of traditional drama schools, start your training today. Don't wait for term time to begin.

Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with solid Python skills who wish to learn and use basic machine learning algorithms and concepts Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Topics Covered: This is a high-level list of topics covered in this course. Please see the detailed Agenda below Getting Started & Optional Python Quick Refresher Statistics and Probability Refresher and Python Practice Probability Density Function; Probability Mass Function; Naive Bayes Predictive Models Machine Learning with Python Recommender Systems KNN and PCA Reinforcement Learning Dealing with Real-World Data Experimental Design / ML in the Real World Time Permitting: Deep Learning and Neural Networks Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with Python, but new to machine learning, who need introductory level coverage of these topics, rather than a deep dive of the math and statistics behind Machine Learning. Students will learn basic algorithms from scratch. For each machine learning concept, students will first learn about and discuss the foundations, its applicability and limitations, and then explore the implementation and use, reviewing and working with specific use casesWorking in a hands-on learning environment, led by our Machine Learning expert instructor, students will learn about and explore:Popular machine learning algorithms, their applicability and limitationsPractical application of these methods in a machine learning environmentPractical use cases and limitations of algorithms Getting Started Installation: Getting Started and Overview LINUX jump start: Installing and Using Anaconda & Course Materials (or reference the default container) Python Refresher Introducing the Pandas, NumPy and Scikit-Learn Library Statistics and Probability Refresher and Python Practice Types of Data Mean, Median, Mode Using mean, median, and mode in Python Variation and Standard Deviation Probability Density Function; Probability Mass Function; Naive Bayes Common Data Distributions Percentiles and Moments A Crash Course in matplotlib Advanced Visualization with Seaborn Covariance and Correlation Conditional Probability Naive Bayes: Concepts Bayes? Theorem Naive Bayes Spam Classifier with Naive Bayes Predictive Models Linear Regression Polynomial Regression Multiple Regression, and Predicting Car Prices Logistic Regression Logistic Regression Machine Learning with Python Supervised vs. Unsupervised Learning, and Train/Test Using Train/Test to Prevent Overfitting Understanding a Confusion Matrix Measuring Classifiers (Precision, Recall, F1, AUC, ROC) K-Means Clustering K-Means: Clustering People Based on Age and Income Measuring Entropy LINUX: Installing GraphViz Decision Trees: Concepts Decision Trees: Predicting Hiring Decisions Ensemble Learning Support Vector Machines (SVM) Overview Using SVM to Cluster People using scikit-learn Recommender Systems User-Based Collaborative Filtering Item-Based Collaborative Filtering Finding Similar Movie Better Accuracy for Similar Movies Recommending movies to People Improving your recommendations KNN and PCA K-Nearest-Neighbors: Concepts Using KNN to Predict a Rating for a Movie Dimensionality Reduction; Principal Component Analysis (PCA) PCA with the Iris Data Set Reinforcement Learning Reinforcement Learning with Q-Learning and Gym Dealing with Real-World Data Bias / Variance Tradeoff K-Fold Cross-Validation Data Cleaning and Normalization Cleaning Web Log Data Normalizing Numerical Data Detecting Outliers Feature Engineering and the Curse of Dimensionality Imputation Techniques for Missing Data Handling Unbalanced Data: Oversampling, Undersampling, and SMOTE Binning, Transforming, Encoding, Scaling, and Shuffling Experimental Design / ML in the Real World Deploying Models to Real-Time Systems A/B Testing Concepts T-Tests and P-Values Hands-on With T-Tests Determining How Long to Run an Experiment A/B Test Gotchas Capstone Project Group Project & Presentation or Review Deep Learning and Neural Networks Deep Learning Prerequisites The History of Artificial Neural Networks Deep Learning in the TensorFlow Playground Deep Learning Details Introducing TensorFlow Using TensorFlow Introducing Keras Using Keras to Predict Political Affiliations Convolutional Neural Networks (CNN?s) Using CNN?s for Handwriting Recognition Recurrent Neural Networks (RNN?s) Using an RNN for Sentiment Analysis Transfer Learning Tuning Neural Networks: Learning Rate and Batch Size Hyperparameters Deep Learning Regularization with Dropout and Early Stopping The Ethics of Deep Learning Learning More about Deep Learning Additional course details: Nexus Humans Machine Learning Essentials with Python (TTML5506-P) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Machine Learning Essentials with Python (TTML5506-P) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

***24 Hour Limited Time Flash Sale*** Healthcare Assistant, Nursing Assistant & End of Life Care Planning - QLS Endorsed Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Are you ready to elevate your career in the noble and rewarding field of nursing? In the UK, the healthcare landscape is expanding rapidly, with soaring demand for committed professionals such as Nursing Assistants and End of Life Care Specialists. In fact, according to the Office of National Statistics, you could expect an average yearly income ranging from £19,500 to £29,500 based on your experience and the responsibilities you undertake. Why not tap into this opportunity with our comprehensive Nursing Assistant, End of Life Care, and Care Planning course bundle? It's meticulously designed not only to give your career a significant boost but also to enhance your existing skillset in healthcare. In this bundle, you'll embark on a comprehensive learning journey covering a spectrum of healthcare aspects. With modules on Nursing Assistantship, End of Life Care, Care Planning, and more, you'll gain a deep theoretical understanding of the sector. Besides, our theoretical courses are delivered online, providing you with the freedom to learn at your own pace Don't wait! Register today for the Healthcare Assistant, Nursing Assistant & End of Life Care Planning bundle course and pave your way to a rewarding career in healthcare! Key Features of the Healthcare Assistant, Nursing Assistant & End of Life Care Planning - QLS Endorsed Bundle: 3 QLS-Endorsed Courses: We proudly offer 3 QLS-endorsed courses within our Healthcare Assistant, Nursing Assistant & End of Life Care Planning - QLS Endorsed bundle, providing you with industry-recognized qualifications. Plus, you'll receive a free hardcopy certificate for each of these courses. QLS Course 01: Diploma in Healthcare Assistant at QLS Level 5 QLS Course 02: End of Life Care Course QLS Course 03: Care Planning and Record Keeping | Health & Safety Online Course 5 CPD QS Accredited Courses: Additionally, our bundle includes 5 relevant CPD QS accredited courses, ensuring that you stay up-to-date with the latest industry standards and practices. Course 01: Adult Nursing Training Course 02: Mental Health Nursing Diploma Course 03: Palliative Facilitator Course 04: Health and Social Care Management Course 05: Communication Skills in Health and Social Care In Addition, you'll get Five Career Boosting Courses absolutely FREE with this Bundle. Course 01: Professional CV Writing Course 02: Job Search Skills Course 03: Self Esteem & Confidence Building Course 04: Professional Diploma in Stress Management Course 05: Complete Communication Skills Master Class Convenient Online Learning: Our Healthcare Assistant, Nursing Assistant & End of Life Care Planning - QLS Endorsed courses are accessible online, allowing you to learn at your own pace and from the comfort of your own home. Learning Outcomes of the Healthcare Assistant, Nursing Assistant & End of Life Care Planning - QLS Endorsed Bundle: Grasp the core duties and skills required in the role of a Nursing Assistant. Gain insights into providing compassionate and effective End of Life Care. Understand the crucial aspects of Care Planning and Record Keeping. Acquire knowledge in Adult Nursing and Mental Health Nursing. Develop the necessary skills to work as a Palliative Facilitator. Understand the fundamentals of Health and Social Care Management. Learn effective Communication Skills in Health and Social Care. This all-in-one course compilation offers a deep dive into eight crucial healthcare aspects, aiming to provide you with a solid foundation and enhanced understanding of the field. You'll unlock a wealth of knowledge on the roles and responsibilities of a Nursing Assistant, the ins and outs of End of Life Care, and the essentials of Care Planning and Record Keeping. Furthermore, the courses on Adult Nursing Training, Mental Health Nursing, Palliative Facilitation, Health and Social Care Management, and Communication Skills in Health and Social Care will round off your learning experience. Equip yourself with this bundle, your key to a rewarding career in healthcare. CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring Nursing Assistants looking to broaden their knowledge and skills. Professionals working in healthcare who wish to advance their career. Individuals interested in End of Life Care and Care Planning. Anyone seeking to gain comprehensive insights into healthcare. 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. Career path Nursing Assistant - Salary Range: £17,000 - £23,000. End of Life Care Worker - Salary Range: £20,000 - £30,000. Care Planning Officer - Salary Range: £22,000 - £30,000. Adult Nurse - Salary Range: £24,000 - £35,000. Mental Health Nurse - Salary Range: £24,000 - £37,000. Palliative Facilitator - Salary Range: £25,000 - £40,000. Certificates Digital certificate Digital certificate - Included Hard copy certificate Hard copy certificate - Included