2692 Exercises courses in Cardiff delivered Online

Duration 4 Days 24 CPD hours This course is intended for The workshop is designed for data scientists who currently use Python or R to work with smaller datasets on a single machine and who need to scale up their analyses and machine learning models to large datasets on distributed clusters. Data engineers and developers with some knowledge of data science and machine learning may also find this workshop useful. Overview Overview of data science and machine learning at scale Overview of the Hadoop ecosystem Working with HDFS data and Hive tables using Hue Introduction to Cloudera Data Science Workbench Overview of Apache Spark 2 Reading and writing data Inspecting data quality Cleansing and transforming data Summarizing and grouping data Combining, splitting, and reshaping data Exploring data Configuring, monitoring, and troubleshooting Spark applications Overview of machine learning in Spark MLlib Extracting, transforming, and selecting features Building and evaluating regression models Building and evaluating classification models Building and evaluating clustering models Cross-validating models and tuning hyperparameters Building machine learning pipelines Deploying machine learning models Spark, Spark SQL, and Spark MLlib PySpark and sparklyr Cloudera Data Science Workbench (CDSW) Hue This workshop covers data science and machine learning workflows at scale using Apache Spark 2 and other key components of the Hadoop ecosystem. The workshop emphasizes the use of data science and machine learning methods to address real-world business challenges. Using scenarios and datasets from a fictional technology company, students discover insights to support critical business decisions and develop data products to transform the business. The material is presented through a sequence of brief lectures, interactive demonstrations, extensive hands-on exercises, and discussions. The Apache Spark demonstrations and exercises are conducted in Python (with PySpark) and R (with sparklyr) using the Cloudera Data Science Workbench (CDSW) environment. The workshop is designed for data scientists who currently use Python or R to work with smaller datasets on a single machine and who need to scale up their analyses and machine learning models to large datasets on distributed clusters. Data engineers and developers with some knowledge of data science and machine learning may also find this workshop useful. Overview of data science and machine learning at scaleOverview of the Hadoop ecosystemWorking with HDFS data and Hive tables using HueIntroduction to Cloudera Data Science WorkbenchOverview of Apache Spark 2Reading and writing dataInspecting data qualityCleansing and transforming dataSummarizing and grouping dataCombining, splitting, and reshaping dataExploring dataConfiguring, monitoring, and troubleshooting Spark applicationsOverview of machine learning in Spark MLlibExtracting, transforming, and selecting featuresBuilding and evauating regression modelsBuilding and evaluating classification modelsBuilding and evaluating clustering modelsCross-validating models and tuning hyperparametersBuilding machine learning pipelinesDeploying machine learning models Additional course details: Nexus Humans Cloudera Data Scientist Training 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 Cloudera Data Scientist Training 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.

Description Sitting at a computer for long period of time can harm your body and mind. If you don't sit with the correct posture, you can easily end up with back pain, neck pain, knee pains, and a tingling of the hands and fingers. In this course, we share some good tips that help you maintain good ergonomics and stay healthy and comfortable at your desk during the day. This course will cover the matters which increase productivity at work, enhance employee safety by preventing injury, learning about the factors that could lead to back, neck and hip pain, learning how to set-up the desk to use the computer safely and understanding the risks associated with the use of laptop and how to avoid them etc. Who is the course for? Anyone who works on a computer or sit on their mobiles for a very long time such as bloggers, entrepreneurs, businessmen and university students. Entry Requirement This course is available to all learners, of all academic backgrounds. Learners should be ages 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 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 Carrying out healthy computing at your workstation makes ensures you're comfortable, safe and productive at the office. Diploma in Healthy Computing Introduction 01:00:00 Body Position 01:00:00 Monitors 01:00:00 Keyboards 01:00:00 Mouse or Pointer 02:00:00 Document Holders and Desk 01:00:00 Chairs 02:00:00 Telephones 00:30:00 What Have We Learned 01:00:00 Work Process and Recognition 01:00:00 Lighting 01:00:00 Ventilation 00:30:00 Awkward Postures 02:00:00 Musculoskeletal Disorders (MSD) 02:00:00 4 Steps to Setting Up The Computer Workstation 01:00:00 Exercises and Breaks 01:00:00 Conclusion 00:15:00 Mock Exam Mock Exam- Diploma in Healthy Computing 00:20:00 Final Exam Final Exam- Diploma in Healthy Computing 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

The CACHE Level 3 Award in Childcare and Education(VRQ) covers many areas of development, relationships and health during including the education framework within Early Years. The Childcare & Education course has been designed to cover health and development of a child care during Early Years and the role of an Early Years Educator during this important stage in life. Upon completion of the Childcare & Education qualification you will understand how to work within Childcare and Education and gain a Level 3 Certificate.

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This course is designed to enhance the speaking and conversational skills of adult learners in English. Through a combination of interactive activities, discussions, and real-life scenarios, participants will develop the confidence and fluency needed to engage in various social and professional situations. Emphasis will be placed on improving pronunciation, expanding vocabulary, and refining grammar structures to communicate effectively in English.  Course Duration: 10 weeks (20 sessions) Course Objectives: By the end of this course, participants will: 1. Improve their overall speaking fluency and accuracy in English. 2. Enhance their listening skills to understand and respond appropriately in conversations. 3. Expand their vocabulary and idiomatic expressions for effective communication. 4. Develop confidence in speaking English in social and professional settings. 5. Gain a deeper understanding of cultural nuances and non-verbal communication in English-speaking countries. Course Outline: Week 1: Introduction to Conversational English - Icebreaker activities to get to know each other - Assessing participants' current speaking level - Setting personal goals for the course Week 2: Pronunciation and Intonation - Identifying common pronunciation challenges - Practicing correct stress and intonation patterns - Role-playing exercises for clear communication Week 3: Everyday Conversations - Engaging in small talk and greetings - Discussing personal interests and hobbies - Describing daily routines and activities Week 4: Travel and Tourism - Asking for directions and recommendations - Role-playing scenarios at airports, hotels, and tourist attractions - Vocabulary related to travel and cultural experiences Week 5: Socialising and Networking - Discussing personal and professional backgrounds - Participating in group discussions and debates - Practicing active listening and turn-taking in conversations Week 6: Business Communication - Presenting ideas and opinions in a professional setting - Negotiating and persuading effectively - Writing and delivering effective elevator pitches Week 7: Job Interviews and Resume Building - Preparing for job interviews in English - Practicing common interview questions and answers - Crafting a compelling resume and cover letter Week 8: Public Speaking and Presentation Skills - Overcoming public speaking anxiety - Structuring and delivering engaging presentations - Using visual aids and body language effectively Week 9: Cultural Awareness and Non-verbal Communication - Understanding cultural differences in communication - Interpreting body language and gestures - Role-playing cross-cultural scenarios Week 10: Real-life Simulations - Applying all learned skills in real-life scenarios - Group discussions and feedback sessions - Reviewing progress and setting future language goals Note: This syllabus is a guideline and can be customised based on the specific needs and preferences of the participants. You can opt in and out of different modules. 

Online Course now available via Teachable Platform – How do People Learn? Learn at your own pace… with text and videos to support your learning experience. Inclusive Education: Neurodiversity Course Presented by Inclusive Solutions  About This Course: Designed for educators, psychologists, and teachers, this course offers an immersive experience in inclusive education strategies specifically for neurodivergent children. Two leading experts—Dennis Rollins MBE, celebrated trombonist and teacher, and Colin Newton, an experienced inclusive educational psychologist—will guide you through practical approaches and proven techniques to improve inclusive education.  Key Benefits of the Course:  Understand learning processes tailored to neurodivergent students with learning differences. Explore dominant psychological models of learning and their practical, real-world applications. Participate in engaging, hands-on activities to reinforce inclusive teaching strategies. Gain strategies to foster motivation, confidence, and a sense of autonomy in learners Meet the Instructors: Dennis Rollins MBE Dennis Rollins MBE is a renowned trombone player and award-winning educator with over three decades of experience. Known for his unique approach, Dennis has collaborated with top artists worldwide and has received prestigious awards for both performance and jazz education.   Some of Dennis’ recognised lifetime achievements are as follows:  Worked with artists such as Jamiroquai, Courtney Pine, Maceo Parker, The Brand New Heavies, Blur, US3 and Monty Alexander. Won BBC Best Band with Badbone & Co, 2006. Trombonist of the Year, British Jazz Awards and Ronnie Scott’s Jazz Awards, 2007. X2 nominated in the 2008 Parliamentary Jazz Awards: Musician of the Year and Jazz Education, winning the latter category. JazzYorkshire Award Best Band for his band Velocity Trio, 2012. British Trombone Society (BTS) Player of the year Award, 2013. Honorary Fellowship from the Royal Welsh College of Music and Drama, 2022. Recently honoured with an MBE, Dennis brings a creative, real-world perspective to teaching music, particularly for learners with complex needs.  Learn more about Dennis Rollins: Dennis Rollins Website   Colin Newton Colin Newton is a seasoned educational psychologist and passionate advocate for inclusive education. With over 40 years in the field, working across the UK and internationally. Colin is known for his passion for promoting the inclusion of all children in mainstream schools, and for his practical applied work around person-centred planning, restorative justice and in-depth problem-solving. His work has inspired a shift toward inclusive practices across the UK, as he brings both experience and innovative thinking to the world of education.  Colin says: ‘Instinctively from an early age I was against children being sent away to boarding schools and later to special schools and settings. Later I was inspired by disabled activists and Canadian and North American inclusionists who were working to change the world of education with radical innovative thinking and approaches - the work was political, social and spiritual - I was in and never looked back!’  Colin’s career has been values-driven, but also practical using applied psychology in training and real-life problem-solving with schools, families and individual children and young people.     Learning Objectives: By participating in this course, you’ll be able to:  Gain a deeper understanding of inclusive learning processes for all children and adults Differentiate approaches to address the emotional complexities of teaching and learning Master techniques to support effective teaching and meaningful learning Explore the role of relationships and engagement in successful learning Analyse psychological models and identify their real-world applications in education Reflect on the practices of outstanding teachers to inspire deeper learning   Course Topics: Learning Through Imitation Learn how social learning theory (Bandura) highlights the power of imitation. Discover how learners naturally gravitate toward peers and key adults as role models, absorbing skills and behaviours. Contextual Learning Explore Jerome Bruner’s view on context in learning. Understand how learning is always connected to a broader context, which makes it meaningful and applicable. Motivation and Structured Steps Discover techniques to ignite motivation in learners. We’ll discuss how structured, step-by-step support and person-centred encouragement can make a profound difference, particularly for those with learning barriers. Building Self-Efficacy in Learners Understand how educators can nurture self-efficacy, encouraging learners to set their own goals and take charge of their learning journey. Who Should Attend? This course is ideal for:  Educators and psychologists aiming to enhance their understanding of learning processes Teachers who want to develop inclusive teaching strategies for neurodivergent and learning-different students Format A dynamic, hands-on workshop blending lectures, real-world insights, and practical exercises. 

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