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Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced attendees who wish to learn and use basic machine learning algorithms and concepts. Students should have skills at least equivalent to the Python for Data Science courses we offer. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to Understand the main concepts and principles of predictive analytics Use the Python data analytics ecosystem to implement end-to-end predictive analytics projects Explore advanced predictive modeling algorithms w with an emphasis on theory with intuitive explanations Learn to deploy a predictive model's results as an interactive application Learn about the stages involved in producing complete predictive analytics solutions Understand how to define a problem, propose a solution, and prepare a dataset Use visualizations to explore relationships and gain insights into the dataset Learn to build regression and classification models using scikit-learn Use Keras to build powerful neural network models that produce accurate predictions Learn to serve a model's predictions as a web application Predictive analytics is an applied field that employs a variety of quantitative methods using data to make predictions. It involves much more than just throwing data onto a computer to build a model. This course provides practical coverage to help you understand the most important concepts of predictive analytics. Using practical, step-by-step examples, we build predictive analytics solutions while using cutting-edge Python tools and packages. Hands-on Predictive Analytics with Python is a three-day, hands-on course that guides students through a step-by-step approach to defining problems and identifying relevant data. Students will learn how to perform data preparation, explore and visualize relationships, as well as build models, tune, evaluate, and deploy models. Each stage has relevant practical examples and efficient Python code. You will work with models such as KNN, Random Forests, and neural networks using the most important libraries in Python's data science stack: NumPy, Pandas, Matplotlib, Seabor, Keras, Dash, and so on. In addition to hands-on code examples, you will find intuitive explanations of the inner workings of the main techniques and algorithms used in predictive analytics. The Predictive Analytics Process Technical requirements What is predictive analytics? Reviewing important concepts of predictive analytics The predictive analytics process A quick tour of Python's data science stack Problem Understanding and Data Preparation Technical requirements Understanding the business problem and proposing a solution Practical project ? diamond prices Practical project ? credit card default Dataset Understanding ? Exploratory Data Analysis Technical requirements What is EDA? Univariate EDA Bivariate EDA Introduction to graphical multivariate EDA Predicting Numerical Values with Machine Learning Technical requirements Introduction to ML Practical considerations before modeling MLR Lasso regression KNN Training versus testing error Predicting Categories with Machine Learning Technical requirements Classification tasks Credit card default dataset Logistic regression Classification trees Random forests Training versus testing error Multiclass classification Naive Bayes classifiers Introducing Neural Nets for Predictive Analytics Technical requirements Introducing neural network models Introducing TensorFlow and Keras Regressing with neural networks Classification with neural networks The dark art of training neural networks Model Evaluation Technical requirements Evaluation of regression models Evaluation for classification models The k-fold cross-validation Model Tuning and Improving Performance Technical requirements Hyperparameter tuning Improving performance Implementing a Model with Dash Technical requirements Model communication and/or deployment phase Introducing Dash Implementing a predictive model as a web application Additional course details: Nexus Humans Hands-on Predicitive Analytics with Python (TTPS4879) 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 Hands-on Predicitive Analytics with Python (TTPS4879) 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.

Overview of Stress & Anxiety Management: Psychology In a world where stress seems to lurk around every corner, mastering the art of stress management has become essential for survival. The UK's mental health landscape paints a vivid picture: according to the Mental Health Foundation, 74% of adults have felt so stressed they've been overwhelmed or unable to cope.This "Stress & Anxiety Management" course is your lifeline in turbulent times. Dive deep into the psychology of stress, unravelling its mysteries and learning to harness its power for good. Discover the subtle differences between stress and anxiety, and arm yourself with a toolkit of coping strategies. From breathing techniques to cognitive behavioural therapy, you'll explore a range of stress management approaches that can transform your life. The Stress Management course doesn't just stop at personal growth; it opens doors to a burgeoning industry. With mental health awareness on the rise, the demand for stress management experts is skyrocketing. Whether you're looking to enhance your own well-being or carve out a career in helping others, this course is your first step towards mastering the art of calm in a chaotic world. In this Stress & Anxiety Management course, you will: Sharpen your skills to help you advance your career. Acquire a comprehensive understanding of various related topics and tips from industry experts. Learn in-demand knowledge and skills in high demand among UK employers, which will help to kickstart your career. Enrolling in the Stress & Anxiety Management: Psychology course can assist you in getting into your desired career faster than you ever imagined. So without further ado, start now! Get a Quick Look at The Course Content: This Stress & Anxiety Management: Psychology Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Stress & Anxiety Management: Psychology. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Stress & Anxiety Management: Psychology course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Stress & Anxiety Management: Psychology is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Stress & Anxiety Management: Psychology course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Stress & Anxiety Management: Psychology Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Psychology of Stress What is 'Stress'? 00:09:00 How does 'stress' affect us? 00:09:00 Why do we experience 'stress' differently? 00:10:00 'Good stress' (Eustress) Vs 'Bad stress' (Distress) 00:09:00 'Stress' and 'Burnout' 00:09:00 Individual experiences of 'stress' Coping with stress as an individual 00:09:00 Low ability (inability) to cope with stressors 00:07:00 What do people use to cope with stress? 00:10:00 'Addictions' and Coping with 'Stress' 00:09:00 Stress Management 'Breathing' in Stress Management 00:08:00 Stress-Reducing Techniques 00:10:00 Medication Treatments (Pharmacology) - Part 1 00:06:00 Medication Treatments (Pharmacology) - Part 2 00:04:00 Nutrition and 'Stress' - Part 1 00:04:00 Nutrition and 'Stress' - Part 2 00:06:00 Psychology of 'Anxiety' What do we call 'anxiety'? 00:06:00 What is the difference between 'stress' and 'anxiety'? 00:07:00 When does 'anxiety' become an 'anxiety disorder'? 00:05:00 Anxiety Disorders Generalised Anxiety Disorder (GAD) 00:08:00 Social Anxiety Disorder (Social Phobia) 00:08:00 Panic Disorder 00:07:00 'Addictions' and Anxiety Disorders 00:10:00 Coping with Anxiety Psychotherapy for Anxiety Disorders 00:08:00 Cognitive Behavioural Therapy (CBT) for Anxiety Disorders 00:09:00 Mindfulness & Mindfulness Based Therapy (MBT) 00:11:00 Medial Treatments (Pharmacology) 00:05:00 Anxiety-Reducing Techniques 00:10:00 Final Words Good Bye and Thank You! 00:02:00 Resources Resources - Psychology of Anxiety & Stress 00:00:00

The Positive Psychology course to explore core values, shape a profound vision and create an actionable plan for your best life.

Some fun with  mixed media, inks,  Used in a very unusual way.

Some fun with  mixed media, inks, watercolour ink. Used in a very unusual way.

Financial Advisor: Financial Advisor Course online Do you want to work as a financial advisor? If yes, you should enrol in our financial advisor course because it is the best option for obtaining your financial advisor licence. This financial advisor course offers a thorough explanation of how to develop into a qualified financial advisor. This financial advisor course also covers fraud detection and financial advisors for beginners. Financial statement understanding and analysis will also be covered in this financial advisor course. At the end of this financial advisor course, capital budgeting is also explained briefly. So, what are you waiting for? Join our Financial Advisor Course to embark on a path to becoming one of the professionals in financial advisory. Learning Outcomes For Financial Advisor Course After completing this financial advisor course, you will know about: Road to becoming a financial advisor. Understanding financial statements is covered in this financial advisor course. The financial advisor course explains capital budgeting and its features. You can detect fraud as a financial advisor. Know how to deal with financial advisor pressure. Main Course: Financial Advisor Course Free Courses are including with this Financial Advisor Course Along with The Financial Advisor Course, We Offer a free Sage 50 Course Along with The Financial Advisor Course, We Offer a free Level 5 accounting & finance Course Special Offers of this Financial Advisor Course This Financial Advisor Course includes a FREE PDF Certificate. Lifetime access to this Financial Advisor Course Instant access to this Financial Advisor Course Get FREE Tutor Support to this Financial Advisor Course Financial Advisor: Financial Advisor Course online Are you interested in working as a financial advisor and assisting people and companies in reaching their financial objectives? There's nowhere else to look! Our state-of-the-art Financial Advisor course will provide you the information and abilities needed to succeed in this fast-paced industry. You will acquire the skills required to succeed as a financial adviser with the help of this course's extensive curriculum and professional mentoring. Who is this course for? Financial Advisor: Financial Advisor Course online Our Financial Advisor Training course is for anyone who wants to enhance their professional skills and train for a new job or upgrade their knowledge and skills as a financial advisor for a promotion in their career field. This course is suitable for those who: Beginners in Financial Advisor Professionals in Financial Advisor Students in Financial Advisor Career changers in Financial Advisor Requirements Financial Advisor: Financial Advisor Course online To enrol in this Financial Advisor Course, students must fulfil the following requirements. To join in our Financial Advisor Course, you must have a strong command of the English language. To successfully complete our Financial Advisor Course, you must be vivacious and self driven. To complete our Financial Advisor Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Financial Advisor Course. Career path Financial Advisor: Financial Advisor Course online After completing our Financial Advisor course, many jobs in the field will be available for you to explore. Our financial advisor training will help you get a promotion to a position like: Financial Advisor officer Financial Advisor Head

Customer Service: Customer Service Course Online Are you looking to enrich your telephone etiquette skills? Join our Customer Service: Customer Service Course to master the art of useful contact over the phone. This Customer Service Course teaches all the aspects of phone etiquette and using proper phone language. The Customer Service: Customer Service Course describes how to eliminate phone distractions. Inbound and outbound calls are part of this Customer Service Course. Through the Customer Service Course, handling rude or angry callers. Moreover, Customer Service Course describes handling interoffice calls and voicemail messages. This Customer Service Course is helpful for correcting poor telephone etiquette and wrapping up. Enrol this Customer Service: Customer Service Course to empower your skills and expertise! Learning Outcomes of Customer Service: Customer Service Course After completing this Customer Service: Customer Service Course, you will be able to: Understand various aspects of phone etiquette via Customer Service Course. This Customer Service Course describes how to use proper phone language. Customer Service Course explains how to handle inbound and outbound calls. You can learn how to eliminate phone distractions through the Customer Service Course. Know how to handle rude or angry callers and much more with the help of this Customer Service Course. Main Course: Telephone-Etiquette Course Free Courses are including with this Customer Service: Customer Service Course Customer Service Course, We Offer a free Close Protection Course Special Offers of this Customer Service: Customer Service Course This Customer Service Course includes a FREE PDF Certificate. Lifetime access to this Customer Service Course Instant access to this Customer Service Course Get FREE Tutor Support to this Customer Service Course Customer Service: Customer Service Course Online Giving students a solid understanding of the foundations of first-rate customer service is the aim of the Customer Service: Customer Service course. This customer service course provides guidance on how to resolve complaints, win back customers, and deal with challenging circumstances. By enrolling in this Customer Service: Customer Service course, you will also learn how to control your stress when dealing with difficult clients. After completing the Customer Service: Customer Service course, you'll know more about how to effectively communicate with clients and comprehend their needs. Who is this course for? Customer Service: Customer Service Course Online This Customer Service: Customer Service Course is perfect for students, business experts or stay-at-home parents. Requirements Customer Service: Customer Service Course Online To enrol in this Customer Service: Customer Service Course, students must fulfil the following requirements. To join in our Customer Service: Customer Service Course, you must have a strong command of the English language. To successfully complete our Customer Service: Customer Service Course, you must be vivacious and self driven. To complete our Customer Service: Customer Service Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Customer Service: Customer Service Course. Career path Customer Service: Customer Service Course Online After completing this Customer Service: Customer Service Course, you may be able to pursue a variety of promising career opportunities related to this Telephone-Etiquette field.

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Moon gazing hare workshop . The workshop lasts for one hour and forty five minutes and is a step by step guide on how to make a moon gazing hare. You can watch it as many times as you like and pause it at your leisure. Ideal for people who can't make it to my real life workshops or for those who want to follow up at home. If you do not have access to a kiln then you can use air dry clay. A list of suggested materials and tools will be sent out to you with the workshops and if you have any questions please feel free to message me. 

This comprehensive course is designed to take you on a journey of mastering React, the popular JavaScript library for building dynamic user interfaces, and combining it with the power of .NET API for seamless back-end integration. This course will provide you with a solid foundation and hands-on experience in building full-stack applications.