1180 Cleaning courses

This course offers an immersive experience in data analysis, guiding you from initial setup with Python and Pandas, through series and DataFrame manipulation, to advanced data visualization techniques. Perfect for enhancing your data handling and analysis skills.

This Food Hygiene Level 1 course is for SPANISH Speaking People This Spanish Food Hygiene Level 1 course is perfect for anyone from a Food hygiene inspector to a Quality control technician. Are you passionate about cooking? Dream of mastering the art of gastronomy? Well, it all starts with the basics - ensuring your kitchen is not just a place of creativity but also a realm of safety and cleanliness. With our Food Hygiene Level 1 course, you'll take on a journey where knowledge meets flavour, and hygiene becomes your secret ingredient! According to Reed a Food safety officer can earn from £31,000 in a year depending on experience, location and other factors. Once you've mastered the art of food hygiene, there's no limit to what you can achieve in the kitchen. Say goodbye to worries about food safety and hello to culinary creativity! So enrol now! Translated in Spanish: Este curso de espa��ol de Higiene de los Alimentos Nivel 1 es perfecto para cualquier persona, desde un inspector de higiene de los alimentos hasta un t��cnico de control de calidad. ��Te apasiona la cocina? ��Sue��as con dominar el arte de la gastronom��a? Bueno, todo comienza con lo b��sico: garantizar que su cocina no sea s��lo un lugar de creatividad sino tambi��n un ��mbito de seguridad y limpieza. Con nuestro curso de Higiene de los Alimentos Nivel 1, emprender��s un viaje donde el conocimiento se une al sabor, ��y la higiene se convierte en tu ingrediente secreto! Seg��n Reed, un responsable de seguridad alimentaria puede ganar desde £31.000 al a��o, dependiendo de la experiencia, la ubicaci��n y otros factores. Una vez que domine el arte de la higiene de los alimentos, no habr�� l��mites para lo que puede lograr en la cocina. ��Diga adi��s a las preocupaciones sobre la seguridad alimentaria y hola a la creatividad culinaria! ��As�� que inscr��bete ahora! Key Features: CPD Certified Developed by Specialist Lifetime Access Course Curriculum Module 01: Introducci��n a la manipulaci��n de alimentos y la seguridad alimentaria Module 02: Bacterias y peligros microbiol��gicos Module 03: Higiene personal Module 04: Deterioro y almacenamiento de alimentos Module 05: Limpieza Module 06: Reapertura y adaptaci��n de su negocio de alimentos durante COVID-19 Learning Outcomes: Understand food handling and safety principles for hygiene compliance. Identify bacteria and microbiological hazards in food preparation environments. Implement personal hygiene practices to prevent food contamination risks. Recognize signs of food spoilage and apply appropriate storage techniques. Demonstrate proper cleaning procedures to maintain a hygienic food environment. Adapt food business operations in compliance with COVID-19 regulations. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Food service employees Catering staff Restaurant managers Small food business owners Kitchen assistants Career path Food hygiene inspector Catering supervisor Restaurant manager Food safety officer Kitchen hygiene coordinator Quality control technician Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.

Gain essential knowledge and practical skills related to tracheostomy care with our comprehensive e-learning course. Designed for healthcare professionals, students, caregivers, and individuals interested in medical care.

Gain essential knowledge and practical skills related to catheter care with our comprehensive e-learning course. Designed for healthcare professionals, students, caregivers, and individuals interested in medical care.

This Level 2 Certificate course has been designed to help you improve your knowledge of food handling. You will discover the legal requirements in order to prepare and serve food in the service industry. You will also find out about HACCP, multiple levels of hazards and their preventive measures, and much more including temperature control and handling basics. Knowledge and understanding of the basic food hygiene and safety is a legal requirement so as not to contaminate food and be safe at work all the time. The course provides learners with up-to-date food hygiene information using a range of written text, and video content to ensure learners thoroughly comprehend their food safety responsibilities. Course Highlights Level 2 Certificate in Food Hygiene and Safety for Retail is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Level 2 Certificate in Food Hygiene and Safety for Retail into 9 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 4hours, 30minutes and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Level 2 Certificate in Food Hygiene and Safety for Retai Free e-Certificate immediately after successfully complete your course CPD Accredited certification on successful completion Lifetime access to the course No hidden fees or exam charges Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Obtain the original print copy of your certificate, dispatch the next working day for as little as £9 Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Level 2 Certificate in Food Hygiene and Safety for Retai is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Level 2 Certificate in Food Hygiene and Safety for Retai is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Food Safety Act & Legislation FREE 00:30:00 Hazard Analysis And Critical Control Point (HACCP) FREE 00:30:00 Microbiological Hazards 00:30:00 Physical, Chemical and Allergenic Hazards 00:30:00 Operational Standards 00:30:00 Food Preparation & Temperature Control 00:30:00 Personal Hygiene 00:30:00 Food Premises Design and Cleaning Schedules 00:30:00 Further Information 00:30:00 Mock Exam Mock Exam- Level 2 Certificate in Food Hygiene and Safety for Retail 00:20:00 Final Exam Final Exam- Level 2 Certificate in Food Hygiene and Safety for Retail 00:20:00

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Every food business is legally and morally bound to serve safe foods to its customers and protect their rights. If you own a food business, then you must ensure food safety and comply with the laws and regulations. It's not only about meeting legal requirements but also for gaining customer satisfaction and increasing the reputation of your business.  This Food Safety for Managers and Supervisors Course is designed for those who are involved in a senior position of catering and responsible for a team (or teams) of people that handle, prepare and cook food. If you are a manager or supervisor in food catering, you have to know the rules and regulations regarding food safety, the ways of maintaining a standard food management system and how to lead and manage a team. This course covers all the aspects thoroughly and makes you capable of doing your job properly.  What you'll learn Learn all of the Highfield Level Three food safety syllabus, with a focus on HACCP. Who is this Course for? This course a perfect fit for anyone who is involved in senior positions of food handling and catering such as: Managers Senior food retailers Restaurant and Café owners Head Chefs & Kitchen Managers Supervisory food handlers Requirements Nor formal qualification is required to take this course. This course fully compatible with any kind of device. Whether you are using a Windows computer, Mac, smartphone or tablet, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time, without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course and will be equipped with the necessary knowledge and skills required to succeed in this sector. All of our courses are CPD and IAO accredited, so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume.  Prologue: The importance of food safety Prologue: The importance of food safety FREE 00:02:00 Introduction Introduction 00:03:00 Prerequisites Pest Control 00:12:00 Structure and equipment 00:07:00 Cleaning and disinfection 00:07:00 Flow Diagrams Flow Diagrams 00:03:00 Hazard Analysis and Critical Control Points: an introduction. INTRODUCTION TO HACCP 00:05:00 Principle 1. Identify Hazards and Controls Physical, allergenic and chemical contamination 00:06:00 Microbiological contamination 00:05:00 Microbiological multiplication 00:08:00 Microbiological survival 00:03:00 Principle 2: Identify Critical Control Points Identify Critical Control Points 00:03:00 Principle 3: Establish critical limits Establish critical limits 00:05:00 Principle 4: Implement monitoring of CCP's Principle 4: Implement monitoring of CCP's 00:02:00 Principle 5: Establish corrective actions Principle 5: Establish corrective actions 00:02:00 Principle 7: Documentation Principle 7: Documentation 00:02:00 Principle 6: Verification An introduction to verification. 00:02:00 Verification: Monitoring complaints (food poisoning). 00:07:00 Verification: Internal Audits 00:10:00 The Supervisors Role in Food Safety The Supervisors Role in Food Safety 00:01:00 Food Safety Law Food Safety Law 00:08:00 Course Summary and revision Course summary and revision 00:17:00

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Introduction to Fully Theory of a Lash Lift & Brow Lamination Introduction 00:02:00 FAQ of Clients: What Is a Lash Lift and How Does It Work 00:03:00 FAQ of Clients: What Is a Brow Lamination and How Does It Work 00:02:00 FAQ of Clients: Lash or Brow Lift Harmful or Side Effects 00:01:00 FAQ of Clients: What are the Risks That Might Occur During the Procedure 00:02:00 Contraindications of a Lash and Brow Lift 00:03:00 Hygiene Standards: Workplace 00:01:00 Hygiene Standards: Personal Hygiene 00:01:00 Hygiene Standards: Working Materials 00:01:00 Hygiene Standards: Cleaning the Lash Lift Silicon Pads correctly 00:02:00 How to find whether a client has an allergy to the products used 00:02:00 How to do a Skinpatch Test 00:02:00 What to do When Clients get the products into their eyes 00:01:00 Aftercare of a Lash and Brow Lift 00:01:00 Pricing: How Much Should I Charge Clients for The Treatments 00:01:00 DIY Lash and Brow Lift Warnings 00:02:00 Practice: Lash Lift & Brow Lamination How to do a Brow Lamination and tint the Brows professionally 00:09:00 How to do a Lash Lift and Tint the Lashes Professionally 00:13:00 Supplementary Resources Supplementary Resources - Makeup Artistry Basic to Masterclass , Online Makeup Course 00:00:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Getting Started The Level 7 Diploma in Data Science empowers learners to formulate research hypotheses, effectively organize, analyze, and visualize data, unveiling innovative solutions that can challenge conventional business assumptions. It aims to support organizations and their managers in critical decision-making by applying various data science techniques and models. The Qualifi Level 7 Diploma in Data Science offers learners the opportunity to: Obtain a globally recognized qualification from a prestigious awarding organization. Access an up-to-date curriculum aligned with the latest developments in the contemporary business landscape. Acquire new skills and knowledge directly applicable to data science and analytics. Benefit from assessments that are evaluated and moderated by respected academic and industry professionals with hands-on experience in data science and analytics. Progress along a pathway toward pursuing a Master's degree or higher qualifications. Key Benefits Attain comprehensive mathematical and statistical expertise for advanced data analysis. Master programming in R, Python, and SQL for proficient data analysis. Develop strong data management skills, including data evaluation, structuring, and cleaning. Learn effective data visualization techniques and tools. Gain a deep understanding of classical data analytics, covering statistical inference, predictive modelling, time series analysis, and data reduction. Apply common machine learning techniques to solve business and other real-world problems. Grasp essential concepts from contemporary business themes. Apply data science and analytics effectively within business and organizational contexts. Key Highlights Remember! The assessment for the qualification is done based on assignments only, and you do not need to worry about writing any exam. With the School of Business and Technology London, you can complete the qualification at your own pace, choosing online or blended learning from the comfort of your home. Learning and pathway materials and study guides developed by our QUALIFI-approved tutors will be available around the clock in our cutting-edge learning management system. Most importantly, at the School of Business and Technology London, we will provide comprehensive tutor support through our dedicated support desk. If you choose your course with blended learning, you will also enjoy live sessions with an assigned tutor, which you can book at your convenience.   Career Pathways Progress along a pathway to gain a Master's degree or beyond. About Awarding Body QUALIFI, recognised by Ofqual awarding organisation has assembled a reputation for maintaining significant skills in a wide range of job roles and industries which comprises Leadership, Hospitality & Catering, Health and Social Care, Enterprise and Management, Process Outsourcing and Public Services. They are liable for awarding organisations and thereby ensuring quality assurance in Wales and Northern Ireland. What is included? Outstanding tutor support that gives you supportive guidance all through the course accomplishment through the SBTL Support Desk Portal. Access our cutting-edge learning management platform to access vital learning resources and communicate with the support desk team. Quality learning materials such as structured lecture notes, study guides, and practical applications, which include real-world examples and case studies, will enable you to apply your knowledge. Learning materials are provided in one of the three formats: PDF, PowerPoint, or Interactive Text Content on the learning portal. The tutors will provide Formative assessment feedback to improve the learners' achievements. Assessment materials are accessible through our online learning platform. Supervision for all modules. Multiplatform accessibility through an online learning platform facilitates SBTL in providing learners with course materials directly through smartphones, laptops, tablets or desktops, allowing students to study at their convenience. Live Classes (for Blended Learning Students only) Assessment Time-constrained scenario-based assignments No examinations Entry Requirements Possess a minimum of a Level 6 qualification in a related sector. Hold a Bachelor's degree. Demonstrate at least three years of relevant work experience showcasing current and pertinent industry knowledge. Individuals with substantial practical experience but lacking formal qualifications may also be considered in exceptional cases. Their eligibility will be determined through an interview process, where they must demonstrate their capacity to meet the program's demands Progression Upon completing the QUALIFI Level 7 Diploma in Data Science, learners have several promising progression pathways: QUALIFI Level 7 and/or 8 Diploma: Graduates can advance their education and expertise by enrolling in a QUALIFI Level 7 and/or Level 8 Diploma, which offers higher-level qualifications in their chosen field. Direct Employment in an Associated Profession: Learners can enter the workforce directly, securing employment in professions related to data science, analytics, and other relevant areas, applying their newly acquired skills and knowledge. Pursue a Master's Degree Dissertation: Graduates also have the option to undertake an appropriate dissertation-only program for a Master's Degree at one of QUALIFI's university partnerships. This pathway allows them to specialize further and advance their academic qualifications. Why gain a QUALIFI Qualification? This suite of qualifications provides enormous opportunities to learners seeking career and professional development. The highlighting factor of this qualification is that: The learners attain career path support who wish to pursue their career in their denominated sectors; It helps provide a deep understanding of the health and social care sector and managing the organisations, which will, in turn, help enhance the learner's insight into their chosen sector. The qualification provides a real combination of disciplines and skills development opportunities. The Learners attain in-depth awareness concerning the organisation's functioning, aims and processes. They can also explore ways to respond positively to this challenging and complex health and social care environment. The learners will be introduced to managing the wide range of health and social care functions using theory, practice sessions and models that provide valuable knowledge. As a part of this suite of qualifications, the learners will be able to explore and attain hands-on training and experience in this field. Learners also acquire the ability to face and solve issues then and there by exposure to all the Units. The qualification will also help to Apply scientific and evaluative methods to develop those skills. Find out threats and opportunities. Develop knowledge in managerial, organisational and environmental issues. Develop and empower critical thinking and innovativeness to handle problems and difficulties. Practice judgement, own and take responsibility for decisions and actions. Develop the capacity to perceive and reflect on individual learning and improve their social and other transferable aptitudes and skills. Learners must request before enrolment to interchange unit(s) other than the preselected units shown in the SBTL website because we need to make sure the availability of learning materials for the requested unit(s). SBTL will reject an application if the learning materials for the requested interchange unit(s) are unavailable. Learners are not allowed to make any request to interchange unit(s) once enrolment is complete. To know about the Qualification Structure, please get in touch with us at: admission@sbusinesslondon.ac.uk Delivery Methods School of Business & Technology London provides various flexible delivery methods to its learners, including online learning and blended learning. Thus, learners can choose the mode of study as per their choice and convenience. The program is self-paced and accomplished through our cutting-edge Learning Management System. Learners can interact with tutors by messaging through the SBTL Support Desk Portal System to discuss the course materials, get guidance and assistance and request assessment feedbacks on assignments. We at SBTL offer outstanding support and infrastructure for both online and blended learning. We indeed pursue an innovative learning approach where traditional regular classroom-based learning is replaced by web-based learning and incredibly high support level. Learners enrolled at SBTL are allocated a dedicated tutor, whether online or blended learning, who provide learners with comprehensive guidance and support from start to finish. The significant difference between blended learning and online learning methods at SBTL is the Block Delivery of Online Live Sessions. Learners enrolled at SBTL on blended learning are offered a block delivery of online live sessions, which can be booked in advance on their convenience at additional cost. These live sessions are relevant to the learners' program of study and aim to enhance the student's comprehension of research, methodology and other essential study skills. We try to make these live sessions as communicating as possible by providing interactive activities and presentations. Resources and Support School of Business & Technology London is dedicated to offering excellent support on every step of your learning journey. School of Business & Technology London occupies a centralised tutor support desk portal. Our support team liaises with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receives a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and streamline all the support processes efficiently. Quality learning materials made by industry experts is a significant competitive edge of the School of Business & Technology London. Quality learning materials comprised of structured lecture notes, study guides, practical applications which includes real-world examples, and case studies that will enable you to apply your knowledge. Learning materials are provided in one of the three formats, such as PDF, PowerPoint, or Interactive Text Content on the learning portal. How does the Online Learning work at SBTL? We at SBTL follow a unique approach which differentiates us from other institutions. Indeed, we have taken distance education to a new phase where the support level is incredibly high.Now a days, convenience, flexibility and user-friendliness outweigh demands. Today, the transition from traditional classroom-based learning to online platforms is a significant result of these specifications. In this context, a crucial role played by online learning by leveraging the opportunities for convenience and easier access. It benefits the people who want to enhance their career, life and education in parallel streams. SBTL's simplified online learning facilitates an individual to progress towards the accomplishment of higher career growth without stress and dilemmas. How will you study online? With the School of Business & Technology London, you can study wherever you are. You finish your program with the utmost flexibility. You will be provided with comprehensive tutor support online through SBTL Support Desk portal. How will I get tutor support online? School of Business & Technology London occupies a centralised tutor support desk portal, through which our support team liaise with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receive a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and to streamline all the support process efficiently. Learners should expect to receive a response on queries like guidance and assistance within 1 - 2 working days. However, if the support request is for assessment feedback, learners will receive the reply with feedback as per the time frame outlined in the Assessment Feedback Policy.

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.