Duration 5 Days 30 CPD hours This course is intended for This course is designed for students who want to learn the R programming language, particularly students who want to leverage R for data analysis and data science tasks in their organization. The course is also designed for students with an interest in applying statistics to real-world problems. A typical student in this course should have several years of experience with computing technology, along with a proficiency in at least one other programming language. Overview In this course, you will use R to perform common data science tasks.You will: Set up an R development environment and execute simple code. Perform operations on atomic data types in R, including characters, numbers, and logicals. Perform operations on data structures in R, including vectors, lists, and data frames. Write conditional statements and loops. Structure code for reuse with functions and packages. Manage data by loading and saving datasets, manipulating data frames, and more. Analyze data through exploratory analysis, statistical analysis, and more. Create and format data visualizations using base R and ggplot2. Create simple statistical models from data. In our data-driven world, organizations need the right tools to extract valuable insights from that data. The R programming language is one of the tools at the forefront of data science. Its robust set of packages and statistical functions makes it a powerful choice for analyzing data, manipulating data, performing statistical tests on data, and creating predictive models from data. Likewise, R is notable for its strong data visualization tools, enabling you to create high-quality graphs and plots that are incredibly customizable. This course will teach you the fundamentals of programming in R to get you started. It will also teach you how to use R to perform common data science tasks and achieve data-driven results for the business. Lesson 1: Setting Up R and Executing Simple Code Topic A: Set Up the R Development Environment Topic B: Write R Statements Lesson 2: Processing Atomic Data Types Topic A: Process Characters Topic B: Process Numbers Topic C: Process Logicals Lesson 3: Processing Data Structures Topic A: Process Vectors Topic B: Process Factors Topic C: Process Data Frames Topic D: Subset Data Structures Lesson 4: Writing Conditional Statements and Loops Topic A: Write Conditional Statements Topic B: Write Loops Lesson 5: Structuring Code for Reuse Topic A: Define and Call Functions Topic B: Apply Loop Functions Topic C: Manage R Packages Lesson 6: Managing Data in R Topic A: Load Data Topic B: Save Data Topic C: Manipulate Data Frames Using Base R Topic D: Manipulate Data Frames Using dplyr Topic E: Handle Dates and Times Lesson 7: Analyzing Data in R Topic A: Examine Data Topic B: Explore the Underlying Distribution of Data Topic C: Identify Missing Values Lesson 8: Visualizing Data in R Topic A: Plot Data Using Base R Functions Topic B: Plot Data Using ggplot2 Topic C: Format Plots in ggplot2 Topic D: Create Combination Plots Lesson 9: Modeling Data in R Topic A: Create Statistical Models in R Topic B: Create Machine Learning Models in R
Duration 3 Days 18 CPD hours This course is intended for This course is appropriate for anyone needing to interface with an Oracle database or those needing a general understanding of Oracle database functionality. That would include end users, business analysts, application developers and database administrators. Overview Working in a hands-on learning environment led by our expert pracitioner you'll learn how to: Add Data, Retrieve, Sort and Organize a SQL Database Combine Data, Set Operators and Subqueries Manipulate Data and Data Definition Languages in SQL Work with Data Dictionary Views and Create Sequences, Indexes and Views Use Database Objects and Subqueries Perform Data and access control Perform other Advanced Level Database operations. Oracle 19C SQL Programming Fundamentals Is a three-day, hands-on course designed to equip you with the fundamental skills needed to set up, run and manage SQL databases using Oracle Database Technology. You will also be discovering all the tools and concepts required to organize data efficiently. Our engaging instructors and mentors are highly-experienced practitioners who bring years of current 'on-the-job' experience into every classroom. Working within in a hands-on learning environment, guided by our expert team, attendees will develop a practical approach to Oracle Database Technology. Throughout the course, you will learn the key elements of a database, and the way Oracle systems facilitate their induction in the system. You?ll also learn the tools and strategies you can implement to store, retrieve, compare and organize data according to your requirements. You?ll also explore the process of creating simple to complex reports from existing data. By the end of this course, you will also have hands-on knowledge of SQL systems that are required to proceed to other advanced to professional programs. Adding Data, Retrieving, Sorting and Organizing a SQL Database The building blocks of a database. How to add data to the database. The process of retrieving data using SQL functions. Multiple methods of sorting and organizing data. Using SQL functions to get the required simple to complex output. Various strategies for using functions and conditions to organize data. Combining Data, Set Operators And Subqueries Consolidating data using multiple functions and group operators. Fetching intelligent data reports using simple functions. Fetching data from multiple sources in the tables. Using Subqueries to compile data as required. Using Set operators to create smart data reports. Data Manipulation and Data Definition Languages in SQL Describing and managing data transaction using Data Definition Language. Categorize and review data tables using Data Definition Language. Data Dictionary Views and Creating Sequences, Indexes and Views How to manage and query Data Dictionary Views. The process of creating and using Sequences. How to create various types of Synonyms and Indexes. Creating simple and complex views and retrieving data. Understanding and using Database Objects and Subqueries Core concept and application of Schema Objects. Fetching required data with Subqueries. Using Subqueries to organize Data in SQL. Data and access control Assigning and revoking data access. Managing data access control according to user levels. Performing Advanced Level Database operations. Using advanced functions and performing data queries. Creating and managing time zone-based databases.
Duration 5 Days 30 CPD hours This course is intended for This advanced course is appropriate for System Administrators, Technical Support Personnel, and Business Partners responsible for implementing LPARs on IBM Power Systems with AIX servers. Overview Discuss the advantages or value of PowerVM edition's featuresDefine micro-partitioning and shared processor LPARsDiscuss the benefits of simultaneous multithreadingDiscuss and configure the Integrated Virtual Ethernet (IVE)Install and configure the Virtual I/O ServerConfigure virtual network devices, such as virtual Ethernet and shared Ethernet adaptersConfigure virtual SCSI and virtual Fibre Channel storage adaptersConfigure virtual SCSI target devices on a virtual SCSI adapterDefine file-backed storage pools and file-backed virtual optical devicesIdentify single points of failure in virtualized environmentsConfigure multiple VIO servers for high availabilityConfigure advanced virtual networking optionsConfigure the shared Ethernet adapter failover featureConfigure advanced virtual SCSI optionsConfigure MPIO in a VIO server's client partitionManage the service events, configure call home, add, exchange FRUs, and discuss FSP failoverPerform PowerVM (VIOS) Maintenance This course explains the new features and benefits of virtualization including processor virtualization, Virtual I/O Server, and virtual devices, such as virtual Ethernet, virtual SCSI, and virtual Fibre Channel adapters. Course Outline Unit 1: Introduction to partitioning Exercise 1: Power Systems documentation overview Unit 2: HMC V8 enhancements Exercise 2: HMC enhanced interface Unit 3: Processor virtualization Exercise 3: Processor virtualization configuration Unit 4: Virtual Ethernet Exercise 4: Virtual Ethernet adapter configuration Unit 5: Virtual I/O Server and Shared Ethernet Adapter Exercise 5: Virtual I/O Server configuration Unit 6: Virtual SCSI devices Exercise 6: Client partition configuration Unit 7: Virtual network configuration with dual VIOS Exercise 7: SEA failover setup Unit 8: Virtual SCSI configurations with dual VIOS Exercise 8: Dual VIO server configuration with MPIO in the client partition Unit 9: Virtual Fibre Channel devices Exercise 9: Virtual Fibre Channel adapter configuration Unit 10: HMC Service Management Exercise 10: Manage service events Unit 11: PowerVM advanced systems maintenance Exercise 11: PowerVM system maintenance Exercise 12: (Optional) File-backed virtual SCSI devices Additional course details: Nexus Humans AN30 IBM Power Systems for AIX - Virtualization I - Implementing Virtualization 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 AN30 IBM Power Systems for AIX - Virtualization I - Implementing Virtualization 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.
Unlock your screenwriting potential with our Online Screenwriting for Film & Television (UK) course. Learn essential techniques, understand industry standards, and enhance your scriptwriting skills. Perfect for aspiring and experienced screenwriters alike. Get CPD accredited and boost your career in the UK film and TV industry.
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This Ultimate Online Screenwriting Diploma provides an Introduction to Screenwriting, explores the key concepts and fundamental principles involved in the process of professional screenwriting. You'll learn from a mixture of basic theory, script analysis and practical exercises. You will learn the definition of story, screenplay format, and more. You will learn the techniques of generating and arranging the ideas based on the genre and plot types. Learn to generate, judge and test your ideas. You will also learn the strategies of the narrative. After completing this course you will know how to move in the right directions and how to use the abilities you have learnt to be successful in the scripting world. Who is this course for? Ultimate Online Screenwriting Diploma is suitable for anyone who wants to gain extensive knowledge, potential experience and professional skills in the related field. This course is CPD accredited so you don't have to worry about the quality. Requirements Our Ultimate Online Screenwriting Diploma is open to all from all academic backgrounds and there are no specific requirements to attend this course. It is compatible and accessible from any device including Windows, Mac, Android, iOS, Tablets etc. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum INTRODUCTION TO SCREENWRITING Basics of Screenwriting - Definitions, Elements, Unique Challenges 00:15:00 What is a Story? 00:05:00 Screenplay Format 00:15:00 GENERATING & ARRANGING IDEAS Stages of Screenwriting-Loglines, Synopsis, Treatment, Script 00:15:00 Generating, Judging and Testing Ideas 00:15:00 UK Genres & Overview - Writing Through a Filter 00:30:00 BUILDING YOUR NARRATIVE Conflict - The Building Block of Drama 00:15:00 The Hero's Journey and the 3 Act Structure 00:15:00 Sequences 00:05:00 Scenes 00:15:00 CHARACTERISATION Character Functions 00:05:00 Character Development 00:05:00 Characterisation through Action, Dialogue & Description 00:05:00 WRITING YOUR SCRIPT Pulling Your Ingredients Together into a Plan 00:15:00 Tools of Screenwriting 00:15:00 Dialogue - purposes, subtext, exercises, hiding exposition 00:15:00 Description - Dos and Don'ts 00:05:00 Pace & writing visually 00:30:00 MARKETPLACE Market - Who is the market? 00:30:00 Agents, Meetings & Pitching 00:05:00 Marketing Self, Networking, Building a Career 00:05:00 Pay 00:15:00 Case Studies of Screenwriters Breaking Through 00:15:00 Mock Exam Mock Exam - Ultimate Online Screenwriting Diploma 00:20:00 Final Exam Final Exam - Ultimate Online Screenwriting Diploma 00:20:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00
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