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.
With Actress, Acting and Audition Coach Sarah Hannah Introduction With the resurgence of period dramas both on stage and especially on the screen, the demand for ‘Classically Trained’ actors has never been greater. Changes in the way you audition has seen an increase in being called upon to audition and self-tape with Shakespearean monologues which could leave you uncertain about how to best prepare. Rarely taught outside a handful of top drama schools, First Folio Technique is widely seen as the gold standard for classical acting. It also makes performing Shakespeare a lot easier! This intensive online workshop will lead you through simple guidelines to demystify and detangle the text, uncover Shakespeare’s clues and learn how to easily decipher what lines mean and how to deliver them. This course can be complimented by our Shakespeare’s Words: The Rules of Verse Speaking – and how Shakespeare Breaks Them! course. Meet Your Tutor Sarah Hannah Actress, Acting and Audition Coach Sarah Hannah is a highly experienced professional actress, acting and audition coach. Bringing her extensive experience of working on stage and on screen, Sarah will focus on enhancing your passion and understanding of the works of William Shakespeare. Course Outline *You will be sent a pdf worksheet for this workshop that you will need to write on. It is therefore recommended that you print it out if you can. Additional Information Features The First Folio is considered a reliable and authoritative source for Shakespeare’s plays. While there may be some variations and textual issues, it provides a foundational text for many of his works Scholars often refer to it to establish the most accurate versions of Shakespeare’s plays Suitable if you are (17 yrs+) and looking to discover Shakespeare Attracts a varied age range from 17 yrs+. International Students Welcome The course is taught in English, so it is important that you have proficient English language skills Learning Outcomes Discover your passion and understanding of Shakespeare Course Location Held Online Via Zoom
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.
This course raises awareness of mental health. It covers: What mental health is and how to challenge stigma A basic knowledge of some common mental health issues 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 Format This is a half day course deliver via Zoom Learning takes place through a mix of presentations, group discussions and workshop activities We limit numbers to 25 people per course so that the instructor can keep people safe and supported while they learn Takeaways Everyone who completes the course gets: A certificate of attendance to say you are Mental Health Aware A manual to refer to whenever you need it A workbook including a helpful toolkit to support your own mental health Course Structure What is mental health? Mental Health Continuum Factors which affect mental health Stigma Stress and stress management Spotting signs of distress Mental health conditions:DepressionAnxiety disordersPsychosisEating disordersSuicideSelf-harm Recovery Take 10 Together - starting a supportive conversation Supporting mental health in the workplace Useful statistics Helpful resources
Harness the energy is an explorative workshop introducing the notion of utilising and intuitively listening to the energy shared between a group of people. Whether we realise it or not, we all give off certain energies at any time. These energies can affect change, sometimes positively, sometimes negatively. This workshop enhances understanding of the power of our own energy transmissions through the use of compliciteÌ-based theatre techniques and exercises. This workshop will help participants become active and aware listeners, able to work better collaboratively to produce strong results. It will demonstrate the power of our own individual energy and the positive impact we can have when we learn to utilise the energy beneficially in different situations.
Live online course with study materials and certificate of completion included Adobe After Effects is recognised as an essential tool for motion graphics and visual effects. Our introductory Adobe After Effects course is designed for those new to post-production techniques, and would like to get the most from this immensely powerful application. Whether you are a motion graphics designer, a web designer, rich media artist or broadcast video editor, this course covers all the techniques you need to successfully start using, or significantly improve your command over, Adobe After Effects. Description Completing this course will enable you to do the following and more: Become familiar with the After Effects workspace Create animations using keyframes Understand keyframe interpolation and velocity Work with the graph editor to fine tune animations Work with Solid, Text and Null layers Work with masks, mattes and track mattes Create Compositions Incorporate video with Photoshop and Illustrator. Use video layering with transfer and blending modes Use Motion Tracker and 3D Camera Tracker Apply and animate Effects Use Colour Correction / Glows + Curves Use filters for special effects Render your final project For the full course content please download the course information pdf listed above. Who is this course for? This workshop is suitable for anyone who wishes to learn Adobe Afer Effects from scratch or wants to improve their existing knowledge of the program. Requirements Attendees should have basic PC or Mac skills. You will need a broadband internet connection to participate in this live online course. Certificates Certificate of completion Digital certificate - Included
Unlock your potential as a trainer with our Train the Trainer Course: Facilitation Skills Workshop. Master the basics of training, understand adult learners' needs, and learn to assess, plan, and deliver effective training sessions. Explore various training methods, utilize visual aids, and discover your unique training style. Develop coaching and mentoring skills, enhance your training abilities, and learn to navigate group dynamics. Elevate your facilitation skills and become a confident, impactful trainer. Join us on a transformative learning journey to shape the future of education and professional development.
A free 30 minutes taster session on plant focussed meditation or garden therapy. The workshop aims to bring calm, equanimity and well-being. There will be guided meditation and mindful botanical drawing.
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