2674 Learning courses in Sheffield delivered Live Online

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.

Duration 2 Days 12 CPD hours This course is intended for Individuals taking this course are business professionals seeking to develop or increase their emotional intelligence. Overview Develop a leadership style that gets results Employ suitable motivation techniques for your team or unit Utilize your communication style to provide influence to drive direction Empower your team to achieve the results you and they want Success is measured by results and results are only accomplished with effective planning efforts. Detailed plans and a captivating vision are important, but true accomplishment is in carrying your goals through to a winning outcome. In this workshop, you will learn how to find and strengthen your leadership voice and foster employee buy-in to exceed expectations while achieving the most positive outcome. Private classes on this topic are available. We can address your organization?s issues, time constraints, and save you money, too. Contact us to find out how. 1. Leadership Style Guide Leadership characteristics Crucial abilities of leaders Determining the Type of Leader You Want to Be 2. Understanding Motivation What motivates people? Strategies for motivation Motivation for behavior modification 3. Adapting Communication Understanding communication styles Comparing the 4 Style Traits Adapting to Differing Communication Communication adaptability 4. Strategy and Results Strategy and planning Building effective team visions Creating personal visions 5. Building a Better Team Team development Handling conflict within a team Developing Trust and Respect 6. Enabling Others to Act Managing the Workload Major factors of delegation Steps in delegation Successful delegation Avoiding Wasted Time and Energy Following-Up to Ensure Success Additional course details: Nexus Humans Accomplishing the Results You Want (Second Edition) 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 Accomplishing the Results You Want (Second Edition) 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.

Duration 2 Days 12 CPD hours This course is intended for Professionals who want to make the best decisions and develop creative and elegant solutions to challenging problems will benefit from this course. Overview Enable you to evaluate, identify, and distinguish between relevant and irrelevant information Engage critical thinking through curiosity and your ability to ask good questions Apply the eight best practices of critical thinking in practice Leverage open-mindedness to become more receptive and highly tuned for new ideas Students will learn to explore challenges, defy incorrect assumptions, and look at things with new and differing perspectives, incorporating these insights into your thought processes, and enabling them to find solutions to even the most difficult tasks. Private classes on this topic are available. We can address your organization?s issues, time constraints, and save you money, too. Contact us to find out how. 1. The Challenges of Modern Thinking Becoming a Rational Thinker Critical Thinking in Application Applying Reason Developing Open-Mindedness Stepping Out of Your Comfort Zone Avoiding Jumping to Conclusions Expecting and Initiating Change Being Ready to Adapt Thinking Logically 2. Critical Thinking Best Practices Listening Actively Evaluating Information Making Assumptions Watching Out for Bias Asking Clarifying Questions Performing SWOT Analysis Benefitting from Critical Thinking 3. Putting It All Together Changing Your Perspective Considering Other Viewpoints Dealing with New Information Solving Problems Identifying Inconsistencies Asking Why Evaluating the Solution Retaining Your New Skills Reflecting and Learning from Mistakes Asking Questions on an Ongoing Basis Additional course details: Nexus Humans Thinking with Critical Insight 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 Thinking with Critical Insight 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.

This one-day Suicide First Aid training course gives learners the knowledge and tools to understand that suicide is one of the most preventable deaths and some basic skills can help someone with thoughts of suicide stay safe from their thoughts and stay alive.

CRRUK equips professionals with the concepts, skills and tools to build conscious, intentional relationships, and to coach relationship systems of any size.

Train the Trainer, Trainer Development,

E-Learning courses are self study courses which students can join from anywhere in the world.

E-Learning courses are self study courses which students can join from anywhere in the world.

CPD Accredited, Interactive Short Course 2 hr session Do you know what a heart attack or a stroke really is? Would you know what to do to ensure the best possible outcome? Course Contents: How the Heart Functions (overview) Coronary Arteries and Collateral Circulation Atherosclerosis Angina Pectoris Myocardial Infarction (Heart Attack) Treatments and First Aid Treatments Stroke Haemorraghic Stroke, Ischaemic Stroke, Transient Iscaemic Attacks Signs & Symptoms of strokes First Aid Treatment Risk Factors for Angina, Heart Attacks and Strokes Benefits of this Short Course: Learning from home is a good way to keep one's skills and knowledge up to date Over 900,000 people in the UK live with heart failure In the UK, there are more than 100,000 hospital admissions each year due to heart attacks There are also more than 100,000 strokes in the UK each year Would you know what to do to save their life? You can make a huge difference, so join our webinar to find out how

This interactive 3-hour webinar is designed for teams who want to understand one another’s behavioural style and improve how the team interacts. Using the DISC framework, we'll uncover how people think, behave, and work differently. Participants will understand their own behavioural style and its impact on others. We'll explore how different styles prefer to communicate and collaborate, and how to adapt our messages to team members with diverse working styles and communication preferences.