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.
What you'll do Design and build your own one-off clock from recycled and scrap materials, with the help of upcycling experts, Black Paw. In this experience you can choose to make anything from a wall or table clock to a Grandfather or Grandmother clock. You’ll each be given a quartz battery powered clock unit and from there you can get creative with your design and the materials you use. Your hosts, Scott and Sue, will guide you through everything you need to know, from the tools you’ll use to how to prep recycled material. For your clock design you’ll have free reign to be creative with your ideas. The style you choose can be inspired by anything and can be finished in colour or natural wood. This is a perfect chance to create a unique piece for your home or make a personal, one-off gift. Everyone is welcome and you’ll not only go away with your finished clock, but the practical skills to continue upcycling. Facilities WiFi Refreshments available Toilets Parking COVID-19 guidelines As you arrive you’ll need to confirm that you’re in good health and your temperature will be taken. Please bring a face mask as you’ll need to wear one at certain points during your experience. Face shields will be optional to wear for the rest of your time in the workshop and these will be provided. All workspaces will be fully sanitised and there will regular hand washing throughout. On the day You don't need any previous woodwork experience, just some enthusiasm! Please wear old clothes (or something that you don’t mind getting damaged or torn) and sensible, closed toe footwear. Work boots are recommended. Tea and coffee will be available throughout the day, but please bring along your own packed lunch.
Enhance your knowledge in Engineering Procurement Construction Contracts (EPC) with our EnergyEdge course. Join us for comprehensive classroom training today!
Mental Health Awareness Overview This half day CPD accredited course has been developed by Total Wellbeing Matters. This course raises awareness of mental health. It covers: What mental health is and how to challenge stigma Stress Spotting signs of distress An introduction to looking after your own mental health and maintaining wellbeing Confidence to support someone in distress or who may be experiencing a mental health issue
2 day Leadership workshop * Pre workshop Leadership diagnostic analyses your current leadership behaviour and impact on business results * Workshop format includes Diagnostic report debrief & planning for change, Leadership Style, Creating and communicating Vision, Goal setting and commitment to achievement, Coaching & Developing Staff, Performance Management, Rewards and Recognition, Teamwork and Motivation, via simulations, discussion and your current real-world issues. *Leadership diagnostic re-measure after 6 months to quantify improvement, change etc.
Discover the secrets of successful carbon capture and storage (CCS) project risk management through EnergyEdge's virtual instructor-led training (VILT). Join us and become an expert today!
Make your own personalised beautiful silver jewellery using specialised clay that turns into solid silver once your pieces have been made and fired.
Do you ever worry about how safe your students are in their relationships? Do you think that they might be vulnerable to abuse? You may work with students who indiscriminately sit on people’s laps or hug a stranger; or alternatively an adult with learning difficulties who is capable of having close intimate connections, but you worry about the speed of which they enter these relationships. These are common concerns and situations for any parent or care giver. It is well acknowledged that this need; to educate children and young people about relationships and social safety, is not being met at the moment. The SoSAFE! Programme is a visual teaching tool which enables learners to develop their abilities in managing; and communicating about their relationships. The program covers all degrees of interaction; from a student’s expectations of strangers, to the intricacies of an intimate relationship. SoSAFE! moves away from making feelings based decisions so we can enable and empower our learners to make their own judgments about what is okay to do with specific people. SoSAFE! provides a format which is portable and easy to understand, meaning that any student can discuss their relationships at any time. By giving students a set of ‘rules’ for different relationships they are better placed to realise when a relationship may not be acceptable and then have the tools to report potential abuse. If you want your students to have more success in safer relationships; but there is a gap in your knowledge that prevents you from doing this, then SoSAFE! is the framework for you. Teach them to be SoSAFE! Read a blog about one school's experience of implementing the programme. WHAT YOU WILL LEARN Discuss the history of and reasons for teaching social safety Identify characteristics of students and how best to support them Explore how to practically implement the SoSAFE! tool kit Learn how to teach explicit consent to any user Discover how to apply SoSAFE! to real life scenarios You can find further information on the SoSAFE Programme at sosafeprogram.com WORKSHOP DETAILS Agenda: 9:00 AM - 4:00 PM Registration Time: 8:30 AM - 9:00 AM Tuition Includes: A SoSAFE! Manual, all programme materials and SoSAFE! Tool Kit on a USB stick, handout with space for note taking and Certificate of Attendance.
The IMI Motorcycle Tyre Fitting course is 3 days in duration for and is aimed at Fast Fit Technicians and Specialist Tyre Fitters involved with working on Motorcycle Tyres. Candidates must have a minimum of 3 months practical motorcycle tyre fitting experience. Successful candidates will receive an IMI Quality Approved Award in Motorcycle Tyre Fitting recognised throughout the industry. A basic tyre fitting course can be provided for those with little or no experience. Course Details: One day classroom based theory session One day workshop practice session One day examination and assessment Course Fees £396.00 + VAT per candidate Please contact us for group rates Course Content Theoretical Health & Safety Motorcycle Tyre construction identification Motorcycle Wheel rim identification MotorcycleTyre sidewall markings Construction & Use regulations Limits of wear and serviceability Fault identification methods Tyre and inner tube repairs Practical Tyre fault identification and reporting Safe wheel removal and replacement Safe wheel balancing Safe removal and replacement of tyres Safe tyre and inner tube repairs to BSAU159g IMI assessment and test A multi-choice theory question paper Four practical assessments, observed by an IMI approved assessor. What’s included Fully qualified and experienced trainers Course booklet Examinations Fees and Certification One year IMI membership To find out more, please use the live chat function, visit our contact page or call us on 024 76325880