9940 Courses

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.

The first Club and Community Forum will be held online on September 30th, 7-8pm. We'll discuss: Introduction to the forum and gathering your expectations. Active Lancashire and Sport Welfare Officer roles. Creating positive club and community cultures. Future forum plans and your input. The forum aims to connect people, share experiences, and promote best practices. We look forward to a successful first meeting.

Wellbeing: Wellbeing Training Course online Unlock the Power of Wellbeing: Wellbeing Training Course: Enroll Now! If you want to learn about Wellbeing: Wellbeing Training Course and become an expert in the field, you have arrived at the right place. This Wellbeing: Wellbeing Training Course is designed to raise awareness of mental health and well-being, as well as some of the issues that affect health, mental health, and well-being. This Wellbeing: Wellbeing Training Course aims to provide a thorough understanding of a wide range of well-being topics such as stress, personal safety, dementia, and living a healthy lifestyle. The Wellbeing: Wellbeing Training Course is ideal for students who want to learn more about well-being. After completing this Wellbeing: Wellbeing Training Course, you will understand the impact of lifestyle choices and be confident in making informed, healthy lifestyle choices. Courses you will get in this Wellbeing: Wellbeing Training Course Course 01: Level 1 Certificate in Wellbeing Course 02: Introduction to Psychology Course 03: Equality and Diversity Course 04: Diploma in Mastering Psychology [Note: Free PDF certificate will provide as soon as completing the Wellbeing: Wellbeing Training Course] Wellbeing: Wellbeing Training Course online This Wellbeing: Wellbeing Training Course consists of 05 modules. Course Curriculum of Wellbeing: Wellbeing Training Course Module 01: Introduction to Stress and Stress Management Module 02: Develop an Awareness of Mental Health Module 03: Develop an Awareness of Substance Misuse Module 04: Introductory Awareness of the Importance of Healthy Eating and Drinking for Adults Module 05: Dementia Awareness Assessment Method of Wellbeing: Wellbeing Training Course After completing Wellbeing: Wellbeing Training Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Wellbeing: Wellbeing Training Course After completing the Wellbeing: Wellbeing Training Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Wellbeing: Wellbeing Training Course online This comprehensive Wellbeing: Wellbeing Training Course is suitable for individuals who want to learn more about their own and others' well-being. Requirements Wellbeing: Wellbeing Training Course online To enrol in this Wellbeing: Wellbeing Training Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Wellbeing: Wellbeing Training Course. Be energetic and self-motivated to complete our Wellbeing: Wellbeing Training Course. Basic computer Skill is required to complete our Wellbeing: Wellbeing Training Course. If you want to enrol in our Wellbeing: Wellbeing Training Course, you must be at least 15 years old. Career path Wellbeing: Wellbeing Training Course online

Wellbeing: Wellbeing Training Course online Unlock the Power of Wellbeing: Wellbeing Training Course: Enrol Now! If you want to learn about Wellbeing: Wellbeing Training Course and become an expert in the field, you have arrived at the right place. This Wellbeing: Wellbeing Training Course is designed to raise awareness of mental health and well-being, as well as some of the issues that affect health, mental health, and well-being. This Wellbeing: Wellbeing Training Course aims to provide a thorough understanding of a wide range of well-being topics such as stress, personal safety, dementia, and living a healthy lifestyle. The Wellbeing: Wellbeing Training Course is ideal for students who want to learn more about well-being. After completing this Wellbeing: Wellbeing Training Course, you will understand the impact of lifestyle choices and be confident in making informed, healthy lifestyle choices. Why choose this Wellbeing: Wellbeing Training Course from the School of Health Care? Self-paced course, access available from anywhere in the world. High-quality study materials that are easy to understand. Wellbeing: Wellbeing Training Course developed by industry experts. After each module, there will be an MCQ quiz to assess your learning. Assessment results are generated automatically and instantly. 24/7 support is available via live chat, phone call, or email. Free PDF certificate after completing the Wellbeing: Wellbeing Training Course. Main Course: Wellbeing Training Course Courses you will get in this Wellbeing: Wellbeing Training Course Course 01: Level 1 Diet and Nutrition Course 02: Level 5 Mental Health Care [ Note: Free PDF certificate will provide as soon as completing the Wellbeing: Wellbeing Training Course] Wellbeing: Wellbeing Training Course online This Wellbeing: Wellbeing Training Course consists of 05 modules. Course Curriculum of Wellbeing: Wellbeing Training Course Module 01: Introduction to Stress and Stress Management Module 02: Develop an Awareness of Mental Health Module 03: Develop an Awareness of Substance Misuse Module 04: Introductory Awareness of the Importance of Healthy Eating and Drinking for Adults Module 05: Dementia Awareness Certification of Wellbeing: Wellbeing Training Course After completing the Wellbeing: Wellbeing Training Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Assessment Method of Wellbeing: Wellbeing Training Course After completing Wellbeing: Wellbeing Training Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Who is this course for? Wellbeing: Wellbeing Training Course online This comprehensive Wellbeing: Wellbeing Training Course is suitable for individuals who want to learn more about their own and others' well-being. Requirements Wellbeing: Wellbeing Training Course online To enrol in this Wellbeing: Wellbeing Training Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Wellbeing: Wellbeing Training Course. Be energetic and self-motivated to complete our Wellbeing: Wellbeing Training Course. Basic computer Skill is required to complete our Wellbeing: Wellbeing Training Course. If you want to enrol in our Wellbeing: Wellbeing Training Course, you must be at least 15 years old. Career path Wellbeing: Wellbeing Training Course online

Duration 2 Days 12 CPD hours This course is intended for Leaders & Managers Overview The practical emotional intelligence tools every manager needs to build performance, communication, trust and leadership skills. Management Essentials with applied Emotional Intelligence delivers crucial tools for professionals to learn more about the people side of the organization. Strengthening performance with a powerful framework to understand the job of managing people. Provides practical tools for effective management and leadership. This course blends engaging learning and powerful content with the perspective of emotional intelligence experts. It provides tools to help navigate through today?s challenges, foster innovation, and build organizations where people thrive. What is Emotional Intelligence? Learn about business EI - a practical, work based approach that helps individuals and teams. Discover 18 key brain talents essential to fuel performance. Essentials of Trust Where does Trust originate? Do we trust from the head or the heart? Explore the science of emotional intelligence with a practical approach. Use the EI tools to help you earn trust. The Challenge of Change Untangle and rewire to affect change. Understand the stages of change and the emotional transitions needed to support change. Recognize our own patterns; a key step to being more effective at change. Igniting Motivation The surprising truth about what motivates us. Find meaning in your work and help the people that work for you find meaning. Delve into Purpose, Skill and Autonomy, and find what motivates you and your team? Enhancing Teamwork What blocks us from utilizing Divergence in our Teams? What helps us? Learn to know the EI talents you have in your group. Understand working with differing personalities. Discover strengths and weaknesses and how can they be positive. Accelerating Execution Higher and lower talents and how they assist? Learn the impact of optimizing talent. Discover your EI talent to help you grow and optimize your execution.

Harness the energy is an explorative workshop introducing the notion of utilising and intuitively listening to the energy shared between a group of people. Whether we realise it or not, we all give off certain energies at any time. These energies can affect change, sometimes positively, sometimes negatively. This workshop enhances understanding of the power of our own energy transmissions through the use of complicité-based theatre techniques and exercises. This workshop will help participants become active and aware listeners, able to work better collaboratively to produce strong results. It will demonstrate the power of our own individual energy and the positive impact we can have when we learn to utilise the energy beneficially in different situations.

The leadership role of the project manager is increasingly recognised as a key determinant in delivering success. These skills can often be critical in project situations, where tight budgets and deadlines demand the highest levels of team performance and where the working environment presents fresh challenges on a daily basis. This programme focuses on the leadership skills required of project managers and will benefit anyone involved in managing projects large or small wishing to extend or enhance those skills. The objectives of this programme are to help the participants: Understand the significance of leadership skills to the project manager and the impact of these skills on project performance Review the key skills needed to be an effective 'multi-dimensional' project leader and learn how to develop, adapt and apply them in practice Learn how to identify the preferred leadership style for the context and organisational culture of a project and how to develop personal style versatility Understand the role of the project leader in building an effective team and the skills required to promote and sustain team performance Gain a better understanding of the interpersonal skills needed to motivate individual team members and harness the full potential of the team DAY ONE 1 Introduction Aims and objectives Personal objectives 2 Project management and leadership What is a leader? How much can leadership be learned? The project environment and the impact of leadership skills The characteristics of high performance project teams and their leaders 3 Principles of effective leadership Some useful models and theories of leadership explored Types of leadership; choosing how to use leadership power Evaluating personal leadership style; how to develop style flexibility 4 Syndicate case study: Leadership in action Review of the role of leadership in a contemporary project Feedback and plenary discussion: effective project leadership 5 Team exercise: Leadership skills of the project manager Teams compete in performing a project simulation Project review and feedback Discussion of the outcome: role and skills of the project leader 6 Leadership skills for project managers The 3 dimensions of project leadership: inwards, outwards, and upwards The vital role of communication skills and how to develop them Developing a 'project vision': strategic thinking skills Understanding others; emotional intelligence skills Being a visible leader; behavioural and influencing skills Building effective relationships; the importance of trust and respect DAY TWO 7 Leading the project team The role of leadership in developing team performance Understanding individual strengths; recognising team role preferences Managing conflict and promoting positive team dynamics Setting standards, maintaining discipline and rewarding performance Harnessing team potential: building motivation within the team Promoting team learning; the team leader as coach / mentor 8 Leading through the organisation Gaining the support others; developing effective influencing skills Getting empowerment from key stakeholders Knowing when and how to take the initiative and lead Building and maintaining rapport with key partners Becoming an effective team player in leadership teams Becoming a business leader; leading colleagues and co-workers 9 Team exercise: Leadership and negotiation Teams engage in a negotiation exercise Exercise review and feedback Discussion of the outcome: negotiation skills of the project leader 10 Negotiation skills for project leaders Characteristics of effective negotiators Classic problem behaviours and mind-sets to avoid Getting to win-win; building partnership and trust 11 Leading more senior stakeholders The challenges and skills of leading and managing upwards Communicating with more senior stakeholders; building credibility Negotiating upwards: knowing when and how The role of networking skills; building and maintaining rapport Handling disagreements; the art of diplomacy Handling personality and style conflicts with more senior people

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Are you busy with your current work? Do you feel tired every day that you feel like you are not living your life the way you are supposed to? Do you feel unfulfilled and want to learn how to have the total life development you are crabing for? Then this course will be perfect for you and your needs! Description: This course will teach you the fundamentals of life improvement elements. It is important to have a good understanding of life improvement fundamentals including the perspectives of how you see things in life, your opportunity, your action, well-being, love, wellness, power etc. This course will provide you with life improvement skills which will be very beneficial to have a positive perspective in life. Who is the course for? Professionals and Trainers who want to be expert in total life development. Anyone who wants to know to manage their life and work development. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment:  At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: Life Improvement Fundamentals will be useful and would be beneficial for every kind of occupations and careers like: Employees General Managers Management Directors Top Executives And Much More. Chapter 01 How You See Things 00:30:00 Chapter 02 Opportunity and Unity 01:00:00 Chapter 03 Providing Truth and a Helping Hand 00:30:00 Chapter 04 How Your Actions Affect Everything Else 00:30:00 Chapter 05 Your Wellbeing and Love 00:30:00 Chapter 06 Your Wellness and Power 00:30:00 Chapter 07 Get Your Mind Right 00:30:00 Chapter 08 Get Prepared 00:30:00 Chapter 09 A Final Word About Strength 01:00:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Do you notice that you are not motivated? Are you struggling to keep up with the fast-paced world because you cannot visualise yourself in the future? Then worry no more! This course will be able to help you to develop a powerful vision to survive and help inspire people at the same time! Description: What is Vision and what is the importance of someone having one? How do you keep motivated through working with vision? Will vision help you enlighten and inspire other people, too? These are the few question that this course can answer. You will then realise how valuable it is to have the vision to be able to work motivated and keep motivating other people. The most destructible characteristic that causes a considerable measure of issues both socially and as individuals is that they are prone to addiction where they have to learn to replace this habit with something they will find freedom. Moreover, defeating addiction as early as it is found will be the solution for you to be able to distinguish the gravity of your addiction. One of the methods is through attending counselling sessions since it additionally instructs the addict to look for other positive options and situations to occupy from returning to the addiction. Showing strategies for beating the evil desires and urging the user to leave the old way of life and condition behind is the reason for most counselling sessions. Thus, this course will either teach you to overcome addiction or you teaching other people how to recover. Who is the course for? Professionals who are helping people to keep motivated and be able to empower people through your vision. People who have the interest to learn the powerful vision and keep inspiring people. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment:  At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognised accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: How to Develop Powerful Vision is a useful qualification to possess, and would be beneficial for the following careers: Career Coach Guidance Counsellors Life Coach Mentors Psychologists Therapists. How to Develop Powerful Vision Introduction To Developing Powerful Vision 01:00:00 How To Create A Vision For Your Life 00:30:00 Different Between Passionate Thinking And Rational Thinking 00:30:00 First Strides In Right Direction 00:30:00 How To Envision And Realize A Bright Future 00:15:00 Like Noah to Your People 00:15:00 The Roadblocks and the Cynics 00:30:00 From a Visionary to a Leader 00:30:00 Best Ideas About Achive Your Goals On Pinterest 00:30:00 Visions 2.0 - New Trends for the New Millennium 00:30:00 Conclusion 00:15:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00