2624 Courses delivered Live Online

Duration 5 Days 30 CPD hours This course is intended for This intermediate and beyond level course is geared for experienced technical professionals in various roles, such as developers, data analysts, data engineers, software engineers, and machine learning engineers who want to leverage Scala and Spark to tackle complex data challenges and develop scalable, high-performance applications across diverse domains. Practical programming experience is required to participate in the hands-on labs. Overview Working in a hands-on learning environment led by our expert instructor you'll: Develop a basic understanding of Scala and Apache Spark fundamentals, enabling you to confidently create scalable and high-performance applications. Learn how to process large datasets efficiently, helping you handle complex data challenges and make data-driven decisions. Gain hands-on experience with real-time data streaming, allowing you to manage and analyze data as it flows into your applications. Acquire practical knowledge of machine learning algorithms using Spark MLlib, empowering you to create intelligent applications and uncover hidden insights. Master graph processing with GraphX, enabling you to analyze and visualize complex relationships in your data. Discover generative AI technologies using GPT with Spark and Scala, opening up new possibilities for automating content generation and enhancing data analysis. Embark on a journey to master the world of big data with our immersive course on Scala and Spark! Mastering Scala with Apache Spark for the Modern Data Enterprise is a five day hands on course designed to provide you with the essential skills and tools to tackle complex data projects using Scala programming language and Apache Spark, a high-performance data processing engine. Mastering these technologies will enable you to perform a wide range of tasks, from data wrangling and analytics to machine learning and artificial intelligence, across various industries and applications.Guided by our expert instructor, you?ll explore the fundamentals of Scala programming and Apache Spark while gaining valuable hands-on experience with Spark programming, RDDs, DataFrames, Spark SQL, and data sources. You?ll also explore Spark Streaming, performance optimization techniques, and the integration of popular external libraries, tools, and cloud platforms like AWS, Azure, and GCP. Machine learning enthusiasts will delve into Spark MLlib, covering basics of machine learning algorithms, data preparation, feature extraction, and various techniques such as regression, classification, clustering, and recommendation systems. Introduction to Scala Brief history and motivation Differences between Scala and Java Basic Scala syntax and constructs Scala's functional programming features Introduction to Apache Spark Overview and history Spark components and architecture Spark ecosystem Comparing Spark with other big data frameworks Basics of Spark Programming SparkContext and SparkSession Resilient Distributed Datasets (RDDs) Transformations and Actions Working with DataFrames Spark SQL and Data Sources Spark SQL library and its advantages Structured and semi-structured data sources Reading and writing data in various formats (CSV, JSON, Parquet, Avro, etc.) Data manipulation using SQL queries Basic RDD Operations Creating and manipulating RDDs Common transformations and actions on RDDs Working with key-value data Basic DataFrame and Dataset Operations Creating and manipulating DataFrames and Datasets Column operations and functions Filtering, sorting, and aggregating data Introduction to Spark Streaming Overview of Spark Streaming Discretized Stream (DStream) operations Windowed operations and stateful processing Performance Optimization Basics Best practices for efficient Spark code Broadcast variables and accumulators Monitoring Spark applications Integrating External Libraries and Tools, Spark Streaming Using popular external libraries, such as Hadoop and HBase Integrating with cloud platforms: AWS, Azure, GCP Connecting to data storage systems: HDFS, S3, Cassandra, etc. Introduction to Machine Learning Basics Overview of machine learning Supervised and unsupervised learning Common algorithms and use cases Introduction to Spark MLlib Overview of Spark MLlib MLlib's algorithms and utilities Data preparation and feature extraction Linear Regression and Classification Linear regression algorithm Logistic regression for classification Model evaluation and performance metrics Clustering Algorithms Overview of clustering algorithms K-means clustering Model evaluation and performance metrics Collaborative Filtering and Recommendation Systems Overview of recommendation systems Collaborative filtering techniques Implementing recommendations with Spark MLlib Introduction to Graph Processing Overview of graph processing Use cases and applications of graph processing Graph representations and operations Introduction to Spark GraphX Overview of GraphX Creating and transforming graphs Graph algorithms in GraphX Big Data Innovation! Using GPT and Generative AI Technologies with Spark and Scala Overview of generative AI technologies Integrating GPT with Spark and Scala Practical applications and use cases Bonus Topics / Time Permitting Introduction to Spark NLP Overview of Spark NLP Preprocessing text data Text classification and sentiment analysis Putting It All Together Work on a capstone project that integrates multiple aspects of the course, including data processing, machine learning, graph processing, and generative AI technologies.

Definition of ventilation Anatomy & physiology Reasons for ventilation Different types of ventilation Non invasive ventilation Complication About this event Definition of ventilation Anatomy & physiology Reasons for ventilation Different types of ventilation Non invasive ventilation Complication of ventilation and troubleshooting Documentation

Learn how to use OneNote to create, organize and populate electronic notebooks. Course overview Duration: 4 hours OneNote is a digital notebook and can be a great way to easily take notes. Whether for meetings, on training courses or to help with to do lists. It works very much like it’s paper copy equivalent but, of course, with lots of enhanced features. Its integration with Outlook and the other office applications means you can easily take notes and link them to documents meeting details and then email them out. You can even add audio and video notes as reminders. Objectives  By the end of the course you will be able to: Create and manage notebooks Add contents Tag and prioritise content Create notes from other applications Create To Do Lists and integrate into Outlook Content Using OneNote Creating notebooks Creating sections and pages Formatting pages Using page templates Creating page templates Reordering sections and pages Deleting sections and pages Creating OneNote content Adding text Bullet lists Adding tables Adding images Adding drawings Adding links Adding audio and video notes Tagging Tagging Creating custom tags Creating to-do lists Searching and filtering for tags Notes Creating quick notes Filtering them in OneNote notebooks Linked notes Outlook integration Linking to tasks in Outlook Flagging notes for follow up Inserting Outlook meeting content Taking minutes Emailing OneNote pages Send emails to OneNote

Causes of dysphagia and common swallowing problems The anatomy of swallowing About this event Causes of dysphagia and common swallowing problems The anatomy of swallowing How to recognise when someone is having difficulty swallowing Reducing risk of choking Knowing when to escalate and refer to a specialist Privacy, dignity and respect Alternatives to oral feeding

Discover more about the benefits of a private yoga session and how yoga can help you release some of the blockers and pain points that are preventing you from creating & living your dream life. Listen to what your body needs from you to feel energised, calm, restful, motivated, build confidence. Choose the style of Yoga that your body, mind + soul needs from you. Vinyasa, Yin, Restorative or perhaps practicing mindfulness.

Introducing Therapy for Trauma Package: Empowering Healing and Renewed Strength Have you experienced a traumatic event that continues to affect your life, leaving you with emotional wounds and distressing memories? Miss Date Doctor’s Therapy for Trauma Package offers you compassionate and specialized support to navigate the healing journey, fostering resilience, and reclaiming your life. Trauma can have a profound impact on your mental and emotional well-being, often leading to feelings of fear, anxiety, and helplessness. Our experienced therapists are dedicated to providing a safe and supportive space for you to process your trauma, empowering you to find strength and renewal in the face of adversity. Here’s how the Therapy for Trauma Package can support you: Safe and Non-Judgmental Environment: We offer a safe and non-judgmental space where you can share your trauma experiences without fear. Trauma-Informed Approach: Our therapists are trained in trauma-informed care, recognizing the unique needs and sensitivities of trauma survivors. Processing Traumatic Memories: Therapy will focus on helping you process and integrate traumatic memories in a healthy and manageable way. Emotional Regulation: We’ll work on emotional regulation techniques to help you cope with intense emotions related to trauma. Creating Coping Strategies: Therapy for trauma equips you with coping strategies to manage triggers and promote emotional well-being. Rebuilding Trust and Safety: If applicable, we’ll address issues of trust and safety, helping you feel more secure in your environment. Supportive Healing: Our therapists will guide you towards healing and recovery at a pace that feels comfortable for you. Post-Traumatic Growth: We’ll focus on fostering post-traumatic growth, empowering you to find strength and meaning from your experiences. The Therapy for Trauma Package at Miss Date Doctor is designed to support your healing journey and empower you to overcome the impact of trauma. Our compassionate therapists are committed to walking alongside you on this path of renewal and resilience. Invest in your emotional well-being and take the first step towards healing with the Therapy for Trauma Package. Embrace the opportunity to process your trauma, find renewed strength, and reclaim your life after adversity. Let our experienced therapists guide you towards emotional healing, growth, and a brighter future beyond trauma. 5 X 1 hour sessions https://relationshipsmdd.com/product/therapy-for-trauma-package/

Introducing Therapy for Retroactive Jealousy Package: Overcoming Intrusive Thoughts and Fostering Emotional Well-being Are you struggling with retroactive jealousy, finding it difficult to cope with intrusive thoughts and emotions related to your partner’s past relationships? Miss Date Doctor’s Therapy for Retroactive Jealousy Package offers you expert support and guidance to overcome jealousy and foster emotional well-being in your current relationship. Retroactive jealousy is an emotional challenge that can cause distress and strain in relationships. Our experienced therapists are dedicated to helping you understand and manage these feelings, allowing you to build a healthier and more trusting connection with your partner. Here’s how the Therapy for Retroactive Jealousy Package can support you: Understanding Retroactive Jealousy: Our therapists will help you gain insights into the root causes of retroactive jealousy and its impact on your emotional well-being. Coping Strategies: We’ll equip you with effective coping strategies to manage intrusive thoughts and emotions, helping you reduce anxiety and distress. Building Self-Confidence: Therapy for retroactive jealousy can assist in building self-confidence and self-assurance, allowing you to feel more secure in your relationship. Effective Communication: We’ll guide you in improving communication with your partner about your feelings, fostering understanding and emotional connection. Developing Trust: Therapy will focus on rebuilding trust in your relationship, addressing any underlying issues that may contribute to feelings of jealousy. Letting Go of the Past: Our therapists will assist you in processing and letting go of obsessive thoughts related to your partner’s past. Positive Mindset: We’ll work towards cultivating a positive mindset, encouraging you to focus on the present and future rather than dwelling on the past. Embracing Emotional Intimacy: Therapy for retroactive jealousy can help you and your partner cultivate emotional intimacy and strengthen your bond. The Therapy for Retroactive Jealousy Package at Miss Date Doctor is designed to empower you to overcome jealousy and create a more fulfilling and trusting relationship. Our caring therapists provide a safe and supportive space to explore your feelings and concerns, allowing you to work towards emotional healing and a stronger connection with your partner. Invest in your emotional well-being and take the first step towards overcoming retroactive jealousy with the Therapy for Retroactive Jealousy Package. Embrace the opportunity to foster a more secure and loving relationship, free from the burden of intrusive thoughts and jealousy. Let our experienced therapists guide you towards a brighter and more emotionally fulfilling future. 3 x 1 hour sessions https://relationshipsmdd.com/product/therapy-for-retroactive-jealousy/

A 6-week inner child healing course to help you to improve your mental health and wellbeing by understanding your childhood experiences and the beliefs and limitations these may have created in your present-day life. An introduction to connecting with your inner child, developing a relationship with them, learning how to parent them, protect them and empower them. This will enable you to understand your feelings, needs and boundaries and give you a set of tools to develop acceptance, love and compassion for yourself.

A 6-week inner child healing course to help you to improve your mental health and wellbeing by understanding your childhood experiences and the beliefs and limitations these may have created in your present-day life. An introduction to connecting with your inner child, developing a relationship with them, learning how to parent them, protect them and empower them. This will enable you to understand your feelings, needs and boundaries and give you a set of tools to develop acceptance, love and compassion for yourself.

Our OISC Level 3 accreditation training course is designed as a two-day, extensive course. We offer participants a detailed look into immigration advice, following on from Level 2 OISC training. In this course we aim to cover the syllabus at Level 3 of OISC standards. Course Overview:   Our OISC Level 3 Training Course, a comprehensive two-day program designed to provide an extensive understanding of immigration advice at an advanced level. Building upon the knowledge acquired in Level 2 training, this course delves deeper into the intricacies of UK and EU immigration and asylum law, equipping participants with expert knowledge and skills. Our aim in this course is to cover the Level 3 syllabus as per the standards set by the Office of the Immigration Services Commissioner (OISC). By attending our training, you will gain a comprehensive understanding of the advanced structures and frameworks of UK immigration law. We will explore the complexities of asylum and human protection law, as well as the European Economic Area (EEA) Regulations 2006.   Looking to fast track your OISC Level 3 training? Join our 1 day fast track training course   Course joining links, materials and instructions are sent out 24hours before the course starts. What is included in the OISC Level 3 Syllabus? The OISC Level 3 Training introduces new learning objectives for immigration adviser applicants. The course includes: Advanced structures and frameworks of UK immigration law Asylum and Human Protection law European Economic Area (EEA) Regulations 2006 Appeals and High Court proceedings   Join over 92% of satisfied customers who found their training with IAS useful and beneficial. You will also be provided with training materials to keep after completing the course.   Who can attend the OISC Training Level 3 classes? The OISC Training Level 3 seminars cover complicated immigration frameworks and processes. Although no previous qualification is needed to attend these courses, participants should have completed Level 1 and Level 2 assessments before progressing with this last step. The OISC Level 3 Training course is aimed at those who wish to obtain in-depth knowledge on UK and EU immigration law.