7686 Systems courses

Diet and Nutrition Online Learn how to become a dietitian and nutritionist by mastering the knowledge and skills in this course. Learn about weight loss secrets and how to create a diet and nutrition plan for yourself or your clients. This Diet and Nutrition course provides a comprehensive guide to becoming a dietitian and nutritionist in the future. So, enrol now and learn the secrets of health and fitness. The Diet and Nutrition course explains nutritional balance, how much food we should consume daily, and the proper way to keep your body fit and sound with an in-depth understanding of the food and nutrition system. It also emphasizes weight-loss techniques, workout plans, and effective diets, as well as practical guidelines and strategies. The Diet Nutrition course is equally beneficial for those who want to gain knowledge about health and nutrition systems and those who want to pursue a career as a professional. Throughout the Diet and Nutritioncourse, you will be guided through a wide range of subject matter to develop skills to become a valuable healthcare professional or start your own business in this sector. Courses are included in this Diet and Nutrition Bundle Course Course 01: Diet and Nutrition Course 02: Level 5 Diploma in Nutrition Course Course 03: Level 2 Award in Nutrition and Health Course 04: Level 2 Award in Improving Personal Exercise, Health and Nutrition [ Note: Free PDF certificate as soon as completing the Diet & Nutrition - Level 1 course] Diet and Nutrition training Course Curriculum of- *** Diet & Nutrition *** Module 1: Introduction to Diet and Nutrition Module 2: Dietary Nutrition Module 3: Food Composition Module 4: Principles of Healthy Eating Assessment Method of Diet and Nutrition After completing each module of the Diet and Nutrition, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification of Diet and Nutrition After completing the MCQ/Assignment assessment for this Diet and Nutrition course, you will be entitled to a Certificate of Completion from Training Tale. Who is this course for? Diet Nutrition Our Diet and Nutrition is ideal for anyone looking to build a rewarding career in the field. Successful candidates may choose to continue their education at a higher level, increasing their employment opportunities. With a Diet and Nutrition Award on your CV, you will be looking at a brighter future for life, no matter your current position or objectives! Requirements Diet Nutrition Students who intend to enrol in this Diet and Nutrition Course must meet the following requirements: Diet Nutrition : Good command of the English language Diet Nutrition : Must be vivacious and self-driven Minimum Basic computer knowledge A minimum of 16 years of age is required Career path Diet Nutrition Diet and Nutrition course is a field with virtually limitless opportunities for self-employment and freelance work. Successful candidates may also pursue a more particular stance which includes: Sports Nutritionist Health Coach Nutritionist Holistic Health Nutritionist Certificates Certificate of completion Digital certificate - Included

With this Healthcare Management course, aspiring professionals can learn the most in-demand skills for working in the health and social care field. Take the first steps toward a successful career as a Healthcare management professional by learning the fundamental skills required to care for patients with various mental illnesses and deepen your understanding of health and safety in the health and social care sector. Our Healthcare Management course will teach you the fundamentals of healthcare management and give you a solid understanding of the responsibilities of the healthcare manager. You will gain in-depth knowledge about management topics, including finance and business management. You will also learn to recognise major challenges in healthcare management and how to express your thoughts on them. Learning Outcomes After completing this Healthcare Management Course, the learner will be able to: Understand the fundamentals of Healthcare Management. Know how to establish and maintain an organizational culture. Gain a thorough understanding of leadership development and succession planning. Gain in-depth knowledge about the UK Healthcare system. Understand the needs of health and care for older people in England. Understand the fundamentals of Child Healthcare. Why Choose Healthcare Management Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Healthcare Management Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the Healthcare Management Course. ***Others Benefits of this Healthcare Management Course Free One PDF Certificate Lifetime Access Unlimited Retake Exam Tutor Support [ Note: Free PDF certificate as soon as completing the Healthcare Management Course] Detailed Course Curriculum of - Healthcare Management Course: Module 01: Healthcare Management Module 02: Role of the Healthcare Manager Module 03: Organizational Behaviour and Management Thinking Module 04: Quality Improvement Basics Module 05: The UK Health Systems Module 06: The Health and Care of Older People in England Module 07: Child Health Care ------------------------------- Assessment Method After completing each module of the Healthcare Management Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification After completing the MCQ/Assignment assessment for this Healthcare Management course, you will be entitled to a Certificate of Completion from Training Tale. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? Healthcare Management Course is designed for a wide range of health and social care practitioners working in statutory, private, voluntary and charitable organisations within the Health & Social care sector, including: Residential Child Care and Adult Workers Care Assistants Family Support Workers to students studying subjects relating to Health and Social Care in schools and colleges. Requirements There are no specific requirements for Healthcare Management Course because it does not require any advanced knowledge or skills. Career path After completing this Healthcare Management Course, you will begin your career or the next phase of your career in this field. Certificates Certificate of completion Digital certificate - Included

Are you looking to enhance your Help Desk Technician skills? If yes, then you have come to the right place. Our comprehensive course on Help Desk Technician will assist you in producing the best possible outcome by mastering the Help Desk Technician skills. The Help Desk Technician course is for those who want to be successful. In the Help Desk Technician course, you will learn the essential knowledge needed to become well versed in Help Desk Technician. Our Help Desk Technician course starts with the basics of Help Desk Technician and gradually progresses towards advanced topics. Therefore, each lesson of this Help Desk Technician course is intuitive and easy to understand. Why would you choose the Help Desk Technician course from Compliance Central: Lifetime access to Help Desk Technician course materials Full tutor support is available from Monday to Friday with the Help Desk Technician course Learn Help Desk Technician skills at your own pace from the comfort of your home Gain a complete understanding of Help Desk Technician course Accessible, informative Help Desk Technician learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Help Desk Technician Study Help Desk Technician in your own time through your computer, tablet or mobile device A 100% learning satisfaction guarantee with your Help Desk Technician Course Help Desk Technician Curriculum Breakdown of the Help Desk Technician Course Course Outline: Module 01: Managing Interoffice Calls and Voicemail Module 02: Aspects of Phone Etiquette Module 03: Business Telephone Skills Module 04: Building Rapport Over the Phone Module 05: Inbound and Outbound Calls Module 06: Active Listening and Managing Tough Callers Module 07: Mail Services and Shipping Module 08: Intra Organisation Dealings Module 09: Problem Solving over the Phone Module 10: Record Keeping and Filing Systems Module 11: Business Writing Skills Module 12: Organisational Skills Module 13: Communication Skills Module 14: Customer Relationship Management Module 15: Effective Planning and Scheduling Module 16: Invoicing/Petty Cash CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Help Desk Technician course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Help Desk Technician. It is also great for professionals who are already working in Help Desk Technician and want to get promoted at work. Requirements To enrol in this Help Desk Technician course, all you need is a basic understanding of the English Language and an internet connection. Career path IT Support Specialist: £20,000 to £35,000 per year Service Desk Analyst: £22,000 to £38,000 per year Technical Support Engineer: £25,000 to £45,000 per year Customer Support Specialist: £20,000 to £35,000 per year Help Desk Supervisor: £28,000 to £45,000 per year Network Support Technician: £25,000 to £40,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Autism: Autism Course Online This Autism: Autism Course allows you to acquire new skills and expand your professional knowledge from the comfort of your own home at your own speed. This Autism: Autism Course has been expertly created for you to complete through distance e-learning and achieve a professional certificate without leaving your house! This Autism: Autism Course covers comprehensive lessons that will provide you with valuable information about the difficulties related to autism, how you might help someone diagnosed with autism spectrum disorders, and how to raise autism awareness. Autism symptoms can vary from mild to severe, and this Autism: Autism Course will guide you through the screening and diagnosing process step by step. You will also gain important communication skills that will be beneficial to those working in special education. Enroll in our Autism: Autism Course today to gain access to high-quality training modules covering a wide range of important topics that will help you get your dream job! Special Offers of this Autism: Autism Course This Autism: Autism Course includes a FREE PDF Certificate. Lifetime access to this Autism: Autism Course Instant access to this Autism: Autism Course Get FREE Tutor Support from Monday to Friday in this Autism: Autism Course Main Course: Autism Diploma Course Courses are included in this Bundle Autism: Autism Course. Course 01: EYFS Teaching Diploma Course 02: Paediatric First Aid [ Note: Free PDF certificate will provide as soon as completing the Autism: Autism training course] Autism: Autism training Industry Experts Designed this Autism: Autism course into 09 detailed modules. Course Curriculum of Autism Course Module 01: Introduction to Autism Spectrum Disorder (ASD) Module 02: Approaches to Helping People and Children with Autism Module 03: Diagnosis of Autism Module 04: Communication Module 05: Cognitive Styles and Functions in Autism Module 06: Autistic Behaviour Module 07: Organisation Systems with Autistic Individuals Module 08: Autism Awareness Module 09: Government Policies on Autism in England Assessment Method of Autism After completing each module of the Autism: Autism Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification of Autism After completing the MCQ/Assignment assessment for this Autism: Autism Course, you will be entitled to a Certificate of Completion from Tale. The certificate is in PDF format, which is completely free to download. Who is this course for? Autism: Autism training This Autism: Autism training Course is ideal for: Parents, Students, Teachers, and Job Seekers. Requirements Autism: Autism training Students who intend to enrol in this Autism: Autism training Course must meet the following requirements: Autism: Autism training Course Good command of the English language Autism: Autism training Course Must be vivacious and self-driven. Autism: Autism training Course Basic computer knowledge Autism: Autism training Course minimum of 16 years of age is required. Career path Autism: Autism training This Autism: Autism training Course supports your career advancement by providing relevant knowledge, skills, and an achievement certificate. Certificates Certificate of completion Digital certificate - Included

Turn Your Dreams into Reality with the Executive Secretary - Executive Assistance and Leadership Course Training course. This comprehensive Executive Secretary - Executive Assistance and Leadership Course online course will equip you with the knowledge and skills you need to succeed in your chosen field. Whether you're a beginner or looking to take your career to the next level, this course has covered you. Key Learning Outcomes: Understanding the core concepts and theories in your field Building your knowledge and skills through practical, hands-on learning Developing the ability to think critically and solve problems effectively Enhancing your communication skills and the ability to work effectively with others Gaining a competitive edge in your career and reaching your full potential With a flexible online format that allows you to learn at your own pace, Executive Secretary - Executive Assistance and Leadership Course training course offers a convenient and accessible way to boost your career prospects. So why wait? Enrol today and take the first step towards success! Vital Component of the Executive Secretary - Executive Assistance and Leadership Course course: CPD Accredited Course Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials 100% Learning Satisfaction Guarantee Lifetime Access & 24/7 Support Self-paced online course Modules Covers to Explore Multiple Job Positions Transform your career with the Executive Secretary - Executive Assistance and Leadership Course Bundle! Perfect your skills and stand out in the employment market with our comprehensive training program. Impress potential employers and add valuable expertise to your resume. Don't wait-enrol in the Executive Secretary - Executive Assistance and Leadership Course Bundle now and take the first step towards a successful and fulfilling career! Course Outline: Module 1: Introduction to Personal Assistant Module 2: Business Telephone Skills Module 3: Representing Your Boss and Company Module 4: Mail Services and Shipping Module 5: Travel Arrangements Module 6: Organising Meeting and Conferences Module 7: Time Management Module 8: Record Keeping and Filing Systems Module 9: Business Writing Skills Module 10 :Organisational Skills Module 11: Communication Skills Module 12: Customer Service Module 13: Effective Planning and Scheduling Module 14: Invoicing/Petty Cash Module 15: Professional Conduct and Ethics CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is the perfect fit for anyone seeking to start or advance in the Executive Secretary - Executive Assistance and Leadership Course industry. Whether you're a beginner or looking to expand your knowledge, this comprehensive training will provide you with the essential skills and expertise to succeed. Requirements Join the Excitement-With this Executive Secretary - Executive Assistance and Leadership Course course, there's no limit to what you can achieve. From day one, you'll be on your way to building a fulfilling career in this thriving field. No prior experience is required to enrol in this course. Career path Upon completion, you'll have the opportunity to pursue a variety of in-demand Executive Secretary - Executive Assistance and Leadership Course jobs, with endless possibilities for growth and success. Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Are you looking to enhance your Admin, Secretarial & PA skills? If yes, then you have come to the right place. Our comprehensive course on Admin, Secretarial & PA will assist you in producing the best possible outcome by mastering the Admin, Secretarial & PA skills. The Admin, Secretarial & PA is for those who want to be successful. In the Admin, Secretarial & PA, you will learn the essential knowledge needed to become well versed in Admin, Secretarial & PA. Our Admin, Secretarial & PA starts with the basics of Admin, Secretarial & PA and gradually progresses towards advanced topics. Therefore, each lesson of this Admin, Secretarial & PA is intuitive and easy to understand. Why would you choose the Admin, Secretarial & PA from Compliance Central: Lifetime access to Admin, Secretarial & PA materials Full tutor support is available from Monday to Friday with the Admin, Secretarial & PA Learn Admin, Secretarial & PA skills at your own pace from the comfort of your home Gain a complete understanding of Admin, Secretarial & PA Accessible, informative Admin, Secretarial & PA learning modules designed by expert instructors Get 24/7 help or advice from our email and live chat teams with the Admin, Secretarial & PA course Study Admin, Secretarial & PA in your own time through your computer, tablet or mobile device. A 100% learning satisfaction guarantee with your Admin, Secretarial & PA Improve your chance of gaining in demand skills and better earning potential by completing the Admin, Secretarial & PA Admin, Secretarial & PA Curriculum Breakdown of the Admin, Secretarial & PA Module 01: Introduction to Admin Support Assistant Module 02: Introduction to Personal Assistant Module 03: Introduction to Office Administration Module 04: Skills of an Effective Administrator Module 05: Introduction to Reception and Receptionist Module 06: Business Telephone Skills Module 07: Representing Your Boss and Company Module 08: Business Etiquette Module 09: Mail Services and Shipping Module 10: Travel Arrangements Module 11: Organising Meeting and Conferences Module 12: Diary Management and Note taking Module 13: Time Management Module 14: Record Keeping and Filing Systems Module 15: Business Writing Skills Module 16: Organisational Skills Module 17: Communication Skills Module 18: Customer Service Module 19: Effective Planning and Scheduling Module 20: Invoicing Petty Cash CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Admin, Secretarial & PA helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Admin, Secretarial & PA. It is also great for professionals who are already working in Admin, Secretarial & PA and want to get promoted at work. Requirements To enrol in this Admin, Secretarial & PA, all you need is a basic understanding of the English Language and an internet connection. Career path The Admin, Secretarial & PA will enhance your knowledge and improve your confidence in exploring opportunities in various sectors related to Admin, Secretarial & PA. Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99

Are you looking to enhance your Legal Support Services Manager skills? If yes, then you have come to the right place. Our comprehensive course on Legal Support Services Manager will assist you in producing the best possible outcome by mastering the Legal Support Services Manager skills. The Legal Support Services Manager course is for those who want to be successful. In the Legal Support Services Manager course, you will learn the essential knowledge needed to become well versed in Legal Support Services Manager. Our Legal Support Services Manager course starts with the basics of Legal Support Services Manager and gradually progresses towards advanced topics. Therefore, each lesson of this Legal Support Services Manager course is intuitive and easy to understand. Why would you choose the Legal Support Services Manager course from Compliance Central: Lifetime access to Legal Support Services Manager course materials Full tutor support is available from Monday to Friday with the Legal Support Services Manager course Learn Legal Support Services Manager skills at your own pace from the comfort of your home Gain a complete understanding of Legal Support Services Manager course Accessible, informative Legal Support Services Manager learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Legal Support Services Manager Study Legal Support Services Manager in your own time through your computer, tablet or mobile device. A 100% learning satisfaction guarantee with your Legal Support Services Manager Course Legal Support Services Manager Curriculum Breakdown of the Legal Support Services Manager Course Course Outline: Module 01: Introduction to Legal Secretary Module 02: English Law & Legal Systems Module 03: Law of Contract & Law of Tort Module 04: Wills, Probate, Estate Law Module 05: Property Law & Conveyancing Practice Module 06: Criminal Law Module 07: Understanding Criminal Psychology Module 08: Contract & Business Law Module 09: Family Law and Insurance Practice Module 10: Conflict and Conflict Resolution Module 11: Professional Writings and Documents Module 12: Document Proofreading and Editing Module 13: Meeting Management & Minute Taking Module 14: Data Management and Record-Keeping Module 15: Other Essential Skills for Secretarial Role Module 16: Human Rights CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Legal Support Services Manager course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Legal Support Services Manager. It is also great for professionals who are already working in Legal Support Services Manager and want to get promoted at work. Requirements To enrol in this Legal Support Services Manager course, all you need is a basic understanding of the English Language and an internet connection. Career path Legal Operations Manager: £40,000 to £80,000 per year Legal Project Manager: £35,000 to £65,000 per year Compliance Manager: £45,000 to £80,000 per year Contracts Manager: £35,000 to £60,000 per year Legal Technology Manager: £40,000 to £75,000 per year Legal Support Services Supervisor: £30,000 to £50,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Are you looking to enhance your Legal Executive Assistant skills? If yes, then you have come to the right place. Our comprehensive course on Legal Executive Assistant will assist you in producing the best possible outcome by mastering the Legal Executive Assistant skills. The Legal Executive Assistant course is for those who want to be successful. In the Legal Executive Assistant course, you will learn the essential knowledge needed to become well versed in Legal Executive Assistant. Our Legal Executive Assistant course starts with the basics of Legal Executive Assistant and gradually progresses towards advanced topics. Therefore, each lesson of this Legal Executive Assistant course is intuitive and easy to understand. Why would you choose the Legal Executive Assistant course from Compliance Central: Lifetime access to Legal Executive Assistant course materials Full tutor support is available from Monday to Friday with the Legal Executive Assistant course Learn Legal Executive Assistant skills at your own pace from the comfort of your home Gain a complete understanding of Legal Executive Assistant course Accessible, informative Legal Executive Assistant learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Legal Executive Assistant Study Legal Executive Assistant in your own time through your computer, tablet or mobile device A 100% learning satisfaction guarantee with your Legal Executive Assistant Course Legal Executive Assistant Curriculum Breakdown of the Legal Executive Assistant Course Course Outline: Module 01: Introduction to Legal Secretary Module 02: English Law & Legal Systems Module 03: Law of Contract & Law of Tort Module 04: Wills, Probate, Estate Law Module 05: Property Law & Conveyancing Practice Module 06: Criminal Law Module 07: Understanding Criminal Psychology Module 08: Contract & Business Law Module 09: Family Law and Insurance Practice Module 10: Conflict and Conflict Resolution Module 11: Professional Writings and Documents Module 12: Document Proofreading and Editing Module 13: Meeting Management & Minute Taking Module 14: Data Management and Record-Keeping Module 15: Other Essential Skills for Secretarial Role Module 16: Human Rights CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Legal Executive Assistant course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Legal Executive Assistant. It is also great for professionals who are already working in Legal Executive Assistant and want to get promoted at work. Requirements To enrol in this Legal Executive Assistant course, all you need is a basic understanding of the English Language and an internet connection. Career path Legal Executive Assistant: £22,000 to £45,000 per year Legal Administrator: £20,000 to £35,000 per year Legal Secretary: £18,000 to £40,000 per year Paralegal: £20,000 to £40,000 per year Legal Compliance Officer: £25,000 to £50,000 per year Legal Office Manager: £30,000 to £55,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

All food businesses in all sectors are required by law to have effective and appropriate food safety management processes in place. The HACCP Level 2 course is an excellent qualification to have on your CV and will help any business owner in the sector establish good practices.

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.