1632 Basic courses in Sheffield delivered Live Online

The Art of Negotiation: Virtual In-House Training Confidence, rapport, curiosity, and patience are essential ingredients to successfully handling a difficult conversation and negotiation. In this course, you will learn to identify and manage aspects of a negotiation, distinguish needs from wants, and manage expectations. The course will cover communication best practices, strategies for handling difficult conversations, and the basics of the art of negotiation. What you Will Learn Master the different ways to say 'no' Determine negotiation strategies based on typical client strategies Develop solutions to break deadlocks Getting Started Introductions Course structure Course goals and objectives Establishing personal learning objectives Foundation Concepts Exercise: Most Challenging Scenarios and Outcomes Debrief: Impact versus intent Addressing customer expectations Needs versus wants Key skills for managing customer relationships Elicitation (requirements gathering) Communication and active listening Sensitivity and empathy Handling Difficult Conversations Saying 'no' The Ladder of Inference 4-Step approach for handling difficult conversations Characteristics of a trusted advisor Communication Best Practices Attunement and active listening Exercise: Identifying Effective Techniques Communication pitfalls and best practices Building rapport and influence Words of wisdom Exercise: Reflection on Challenges Negotiation Strategies Negotiation basics Five phases of negotiation Identifying different strategies Traditional versus Progressive Hard - Soft - Principled Exercise: Your Preferred Techniques Selecting appropriate strategy for project negotiations Common pitfalls to avoid The impact of culture on negotiation Looking at conflict through the lens of negotiation Exercise: Mapping a Resolution

The Art of Negotiation (Virtual) Confidence, rapport, curiosity, and patience are essential ingredients to successfully handling a difficult conversation and negotiation. In this course, you will learn to identify and manage aspects of a negotiation, distinguish needs from wants, and manage expectations. The course will cover communication best practices, strategies for handling difficult conversations, and the basics of the art of negotiation. What You Will Learn You'll learn how to: Master the different ways to say 'no' Determine negotiation strategies based on typical client strategies Develop solutions to break deadlocks Getting Started Introductions Course structure Course goals and objectives Establishing personal learning objectives Foundation Concepts Exercise: Most Challenging Scenarios and Outcomes Debrief: Impact versus intent Addressing customer expectations Needs versus wants Key skills for managing customer relationships o Elicitation (requirements gathering) o Communication and active listening o Sensitivity and empathy Handling Difficult Conversations Saying 'no' The Ladder of Inference 4-Step approach for handling difficult conversations Characteristics of a trusted advisor Communication Best Practices Attunement and active listening Exercise: Identifying Effective Techniques Communication pitfalls and best practices Building rapport and influence Words of wisdom Exercise: Reflection on Challenges Negotiation Strategies Negotiation basics Five phases of negotiation Identifying different strategies o Traditional versus Progressive o Hard - Soft - Principled o Exercise: Your Preferred Techniques Selecting appropriate strategy for project negotiations o Common pitfalls to avoid o The impact of culture on negotiation Looking at conflict through the lens of negotiation Exercise: Mapping a Resolution

Duration 2 Days 12 CPD hours This course is intended for Technical professionals who support, install, deploy, or administer Check Point products in Cloud Environments. Overview Explain the nature of the cloud environment. Describe the five pillars of cloud architecture. Explain the Basics of Cloud Infrastructure. Explain the Basics of Cloud Automation. Explain Check Point Security Management and How it Applies to CloudGuard. Describe CloudGuard Security Gateway offerings. Describe Cloud Load Balancers. Explain CloudGuard Licensing. Explain the different Deployment options and architectures for CloudGuard. Explain how and why CloudGuard is automated. Describe the functions of CloudGuard that can be automated. Describe the tools used to automate CloudGuard. Explain CloudGuard Automation Requirements. Explain basic troubleshooting techniques specific to Check Point Security Management Servers and Security Gateways. Describe the steps for Troubleshooting CloudGuard Network Installation. Explain the tools and techniques used to troubleshoot CloudGuard Network Automation. Explain the need for Cloud Security Posture Management. Describe the posture management tools available in CloudGuard. Explain methods for correcting Cloud Security Posture Management issues. Learn basic concepts and develop skills necessary to administer Check Point CloudGuard security solutions Course Outline Deploy a Security Management Server in the Cloud. Install a Security Gateway Image. Create Virtual Networks. Deploy Internal and External Load Balancers Deploy a Security Gateway Using Templates. Assign Public IP Addresses to Cloud Devices Create Web Servers in the Cloud. Configure North-South Traffic Policy. Configure East-West Traffic Policy and Routes. Troubleshoot North-South Traffic Issues. Troubleshoot East-West Traffic Issues.

Unlock Your Filmmaking Potential with Taraq Qureshi** Discover the art of filmmaking with Taraq Qureshi, an acclaimed British producer, director, and actor. With over 20 years of experience in the film industry and a unique perspective as a disabled filmmaker, Taraq brings a wealth of knowledge and passion to his teaching. **About Taraq Qureshi:** - **Seasoned Filmmaker**: With over two decades of experience, Taraq has produced and directed numerous feature films and short films. His journey began in community theatre with a year-long course accredited by Middlesex University London in 1999. - **Industry Leader**: Founder and artistic director of the "Golden Nugget International Film Festival," which has been running for six years. In 2023, Taraq also founded the "Global Film Producers Alliance" (www.gfa.com), a platform dedicated to connecting and supporting film producers worldwide. - **Innovative Storyteller**: Taraq's notable projects include "Strictly Salsa - The Beginning," "The Chosen Ones," and "Do Not Enter." His work is marked by a deep passion for storytelling and a commitment to creating both commercially successful and niche market films. - **Mentor and Educator**: As an acting teacher, creative executive, and development coordinator, Taraq has inspired countless aspiring filmmakers to pursue their dreams and achieve success in the industry. **Why Learn from Taraq?** - **Expert Guidance**: Gain insights from a seasoned professional with a proven track record in the film industry. - **Unique Perspective**: Learn from Taraq's experiences as a disabled filmmaker, providing a fresh and inclusive approach to storytelling. - **Hands-On Learning**: Benefit from practical, real-world advice and techniques that you can apply to your own filmmaking projects. - **Community and Support**: Join a network of passionate filmmakers and industry professionals through Taraq's initiatives, including the "Golden Nugget International Film Festival" and the "Global Film Producers Alliance." **Enroll Now and Transform Your Filmmaking Journey!** Don't miss this opportunity to learn from one of the industry's most respected and innovative filmmakers. Enroll in Taraq Qureshi's online teaching course today and take the first step towards realizing your filmmaking dreams. #Master the Art of Film Directing: Enroll in Our Comprehensive 10-Day Course!** Are you passionate about storytelling? Do you dream of bringing your cinematic visions to life? Our 10-day course on Feature Film Directing is your gateway to mastering the craft and making your mark in the film industry! #### **Course Highlights:** 🎬 **Expert Instruction:** Learn from seasoned directors and industry professionals. 📜 **Script Analysis:** Break down screenplays and develop compelling characters. 🎥 **Visual Storytelling:** Master cinematography, shot composition, and visual style. 👥 **Actor Collaboration:** Discover techniques for casting and directing actors. 🎨 **Production Design:** Create immersive sets, props, and costumes. 🎧 **Sound and Music:** Enhance your film with expert sound design and music. ✂️ **Editing Mastery:** Gain hands-on experience in editing and post-production. 📣 **Marketing and Distribution:** Learn to promote and distribute your film successfully. 🌟 **Final Project:** Showcase your skills with a short film project and receive valuable feedback. #### **Who Should Enroll:** - Aspiring Directors - Film Students - Storytellers and Creatives - Film Enthusiasts #### **Why Choose Our Course:** - **Intensive Learning:** Each 90-minute session is packed with valuable insights and practical exercises. - **Hands-On Experience:** Apply what you learn with real-world projects and interactive sessions. - **Networking Opportunities:** Connect with fellow filmmakers and industry experts. - **Flexible Schedule:** Designed to fit into your busy lifestyle. #### **Ready to Start Your Directing Journey?** Don't miss this opportunity to turn your passion for film into a rewarding career. Enroll now and take the first step towards becoming a masterful film director! --- *Limited seats available. Sign up today to secure your spot!* 🎥✨ --- ### **Day 1: Introduction to Directing** - **Welcome and Course Overview:** - Introduction to the role of a film director. - Course objectives and expectations. - **History of Film Directing:** - Overview of influential directors and their contributions. - Evolution of directing styles and techniques. --- ### **Day 2: Script Analysis and Development** - **Script Breakdown:** - Understanding the screenplay. - Identifying themes, characters, and plot structure. - **Character Development:** - Techniques for creating and developing characters. - Analyzing character arcs. --- ### **Day 3: Visual Storytelling** - **Cinematography Basics:** - Shot composition and framing. - Camera movements and angles. - **Visual Style:** - Creating a visual style and tone. - Working with a cinematographer. --- ### **Day 4: Working with Actors** - **Casting:** - Techniques for casting the right actors. - Conducting auditions. - **Directing Actors:** - Techniques for effective communication. - Understanding actors' needs and processes. --- ### **Day 5: Production Design** - **Set Design:** - Understanding the importance of production design. - Working with the production designer. - **Props and Costumes:** - The role of props and costumes in storytelling. - Collaborating with the art department. --- ### **Day 6: Sound and Music** - **Sound Design:** - Basics of sound recording and mixing. - Creating an audio landscape. - **Music in Film:** - The role of music in enhancing the narrative. - Working with a composer. --- ### **Day 7: Editing and Post-Production** - **Editing Techniques:** - Understanding the editing process. - Types of cuts and transitions. - **Post-Production Workflow:** - Overview of post-production stages. - Collaborating with editors and post-production teams. --- ### **Day 8: Directing on Set** - **Pre-Production Planning:** - Creating a shooting schedule. - Conducting technical rehearsals. - **On-Set Communication:** - Managing the cast and crew. - Problem-solving on set. --- ### **Day 9: Marketing and Distribution** - **Film Festivals and Markets:** - Overview of film festivals and markets. - Strategies for submitting and promoting films. - **Distribution Channels:** - Understanding traditional and digital distribution. - Creating a distribution plan. --- ### **Day 10: Final Project and Presentation** - **Project Work:** - Finalizing the short film project. - Preparing for the presentation. - **Presentations:** - Screening of short films. - Feedback and discussion. - **Course Wrap-Up:** - Reflecting on the course experience. - Final thoughts and future steps. --- This version is condensed to fit into 90-minute sessions, ensuring each lesson is focused and impactful. Does this meet your expectations? Of course! Here's a revised version of the 10-day course, with 90-minute sessions each day: --- ### **Day 1: Introduction to Directing** - **Welcome and Course Overview:** - Introduction to the role of a film director. - Course objectives and expectations. - **History of Film Directing:** - Overview of influential directors and their contributions. - Evolution of directing styles and techniques. --- ### **Day 2: Script Analysis and Development** - **Script Breakdown:** - Understanding the screenplay. - Identifying themes, characters, and plot structure. - **Character Development:** - Techniques for creating and developing characters. - Analyzing character arcs. --- ### **Day 3: Visual Storytelling** - **Cinematography Basics:** - Shot composition and framing. - Camera movements and angles. - **Visual Style:** - Creating a visual style and tone. - Working with a cinematographer. --- ### **Day 4: Working with Actors** - **Casting:** - Techniques for casting the right actors. - Conducting auditions. - **Directing Actors:** - Techniques for effective communication. - Understanding actors' needs and processes. --- ### **Day 5: Production Design** - **Set Design:** - Understanding the importance of production design. - Working with the production designer. - **Props and Costumes:** - The role of props and costumes in storytelling. - Collaborating with the art department. --- ### **Day 6: Sound and Music** - **Sound Design:** - Basics of sound recording and mixing. - Creating an audio landscape. - **Music in Film:** - The role of music in enhancing the narrative. - Working with a composer. --- ### **Day 7: Editing and Post-Production** - **Editing Techniques:** - Understanding the editing process. - Types of cuts and transitions. - **Post-Production Workflow:** - Overview of post-production stages. - Collaborating with editors and post-production teams. --- ### **Day 8: Directing on Set** - **Pre-Production Planning:** - Creating a shooting schedule. - Conducting technical rehearsals. - **On-Set Communication:** - Managing the cast and crew. - Problem-solving on set. --- ### **Day 9: Marketing and Distribution** - **Film Festivals and Markets:** - Overview of film festivals and markets. - Strategies for submitting and promoting films. - **Distribution Channels:** - Understanding traditional and digital distribution. - Creating a distribution plan. --- ### **Day 10: Final Project and Presentation** - **Project Work:** - Finalizing the short film project. - Preparing for the presentation. - **Presentations:** - Screening of short films. - Feedback and discussion. - **Course Wrap-Up:** - Reflecting on the course experience. - Final thoughts and future steps. --- This version is condensed to fit into 90-minute sessions, ensuring each lesson is focused and impactful. Let me know if there is anything you want help with taraqqureshi@gmail.com

Duration 5 Days 30 CPD hours This course is intended for Linux system administrators, site reliability engineers, and other IT professionals with some Ansible experience who are interested in learning how to manage and automate the deployment, configuration, and operation of key network services included with Red Hat Enterprise Linux 8. Overview Provide key network services using software included with Red Hat Enterprise Linux 8, including DNS with Unbound and BIND9, DHCP and DHCPv6, client e-mail transmission, printing service, NFS and SMB protocol file sharing, SQL database service with MariaDB, and web services using Apache HTTPD, nginx, Varnish, and HAProxy. Configure advanced networking for server use cases, including device teaming. Use Red Hat Ansible Engine to automate the manual deployment and configuration tasks covered in this course. Learn how to configure, manage, and scale key services used in the data center Red Hat Services Management and Automation (RH358) is designed for IT professionals with some experience managing Linux© systems and want to learn more about how to manage and deploy network services included with Red Hat© Enterprise Linux which are particularly important in the modern IT data center. You will learn how to install, configure, and manage basic configurations of these services manually, and then use Red Hat Ansible© Engine to automate your work in a scalable, repeatable manner. This course is based on Red Hat Ansible Engine 2.9 and Red Hat Enterprise Linux 8.1. 1 - Manage network services Discuss and review key tools and skills needed to manage network services. 2 - Configure link aggregation Improve the redundancy or throughput of network connections of servers by configuring Linux network teaming between multiple network interfaces. 3 - Manage DNS and DNS servers Explain the operation of DNS service, troubleshoot DNS issues, and configure servers to act as a DNS caching nameserver or as an authoritative name server. 4 - Manage DHCP and IP address assignment Explain and configure services used for IPv4 and IPv6 address assignment including DHCP, DHCPv6, and SLAAC. 5 - Manage printers and printing files Configure systems to print to a network printer that supports IPP Everywhere, as well as manage existing printer queues. 6 - Configure email transmission Discuss how mail servers operate, then configure a server to use system tools and Postfix to send email messages through an outbound mail relay. 7 - Configure MariaDB SQL databases Discuss the basic operation of SQL-based relational databases, perform basic SQL queries for troubleshooting, and be able to set up a simple MariaDB database service. 8 - Configure web servers Provide web content from Apache HTTPD or Nginx web servers, then configure them with virtual hosts and TLS-based encryption. 9 - Optimize web server traffic Improve performance of your web servers by using Varnish to cache static content being served and HAProxy to terminate TLS connections and balance load between servers. 10 - Provide file-based network storage Deliver simple file-based network shares to clients using the NFS and SMB protocols. 11 - Access block-based network storage Configure iSCSI initiators on your servers to access block-based storage devices provided by network storage arrays or Ceph storage clusters.

Duration 5 Days 30 CPD hours This course is intended for The primary audience for this course is as follows: Cisco Unified Communications system channel partners and resellers. System and technical support engineers. Customers who are deploying and maintaining Cisco Unified CCE solution products. Overview Upon completing this course, the learner will be able to meet these overall objectives: Understand CCE solutions, architecture, solution options, deployment models, integrated features and call flow options. Understand underlying Cisco Unified CCE processes, messaging and fault tolerance schemes. Install, upgrade and make basic configurations in Cisco Unified Communications Manager. Install, create databases, integrate, and upgrade all ICM components to include the ICM Router, Logger, Administration & Data Server, Peripheral Gateways, CTI Gateway and Cisco Finesse. Install, integrate, configure, and upgrade Cisco Unified CVP components to include the CVP Call Server, Voice XML Server, Media Server, Reporting Server and Cisco VVB. Install, upgrade, and make configurations for Cisco Unified Intelligence Center and Cisco Outbound Option Agent- and IVR-based campaigns. This course will provide the student with the underlying knowledge to understand deployment design solutions, requirements for deployment, and how to install and configure all major Cisco Unified CCE components. As a part of deployment activities, the student will understand how to install and integrate Intelligent Contact Manager (ICM) with Active Directory, how to install and integrate Cisco Unified CVP components using an IOS-based voice browser and Cisco Virtualized Voice Browser (Cisco VVB), how to install and integrate Cisco Finesse, how to install and integrate Cisco Unified Intelligence Center with Active Directory and associated Data Sources for reporting purposes, and how to install and configure Agent- and IVR-based Outbound Option dialing campaigns. And finally, the student will learn how to setup and use troubleshooting tools including RTMT, System CLI, Diagnostic Framework, and ICM command-line utilities to find status information and log files, and to track a call from the point of entry to the agent desktop. Cisco Unified Contact Center Enterprise Overview Lesson 1: Presenting Cisco Unified Contact Center Enterprise Lesson 2: Cisco Unified CCE Core Components Lesson 3: Cisco Unified CCE Options Lesson 4: Basic Call Flow Models Cisco Unified CCE Protocols, Processes and Services Lesson 1: Cisco Unified CM Lesson 2: Cisco Unified CCE/Intelligent Contact Manager Lesson 3: Cisco Unified CVP Installing Cisco Unified Communications Manager Lesson 1: Installation Prerequisites Lesson 2: Cisco Unified CM Installation Lesson 3: Post-installation Configurations Lesson 4: Creating Basic Infrastructure Lesson 5: Upgrading Cisco Unified CM Installing Intelligent Contact Manager Lesson 1: Installation Requirements Lesson 2: Pre-installation Tasks Lesson 3: Install the Main Installer Lesson 4: Install the Central Controller ?Lesson 5: Install the Administration and Data Server Lesson 6: Install the Peripheral Gateway Lesson 7: Install CTI Services Installing Cisco Unified CVP Lesson 1: Installation Prerequisites Lesson 2: Install the CVP Server Lesson 3: Configure Cisco Unified CVP Components Lesson 4: Upgrading Cisco Unified CVP Upgrade Path Installing and Configuring Cisco Unified CCE Options Lesson 1: Cisco Outbound Option Lesson 2: Cisco Unified Intelligence Center Supporting Cisco Unified CCE Lesson 1: Maintenance Activities Lesson 2: UCCE Troubleshooting Tools

Introduction to Project Management: Virtual In-House Training This course provides practical insights into what is project management and how it is performed in a structured manner. This course provides practical insights into what is project management and how it is performed in a structured manner. You will learn how projects are selected, initiated, planned, executed, monitored and control, as well as closed, which could serve you ubiquitously. The goal of this course is to provide a minimally essential orientation to practical project management concepts, tools, and techniques. You will be provided with enough of these that can be applied from both a project manager and a key stakeholder perspective. What you Will Learn You will learn how to: Articulate on the basics of the project management profession Explain project management terms and concepts in practice Speak on how projects originate in mature organizations Employ a disciplined approach to initiating, planning, and managing projects to closure Identify and describe the roles and responsibilities of key project stakeholders Consider standard project processes to implement based upon the PMBOK® Guide Getting Started Introductions Course orientation Participants' expectations Foundation Concepts Key terms and concepts Organizational framework Leadership framework Originating and Initiating Originating projects Initiating projects Planning Planning overview Scope and quality planning Resources and risk planning Schedule and cost planning Project baselining Executing and Controlling Executing Monitoring and Controlling Closing Project closing overview Closing administratively Closing financially Summary and Next Steps Review of goals, objectives, key concepts, and expectations Evaluations

Estimating for Business Analysts: Virtual In-House Training A business analyst does not have authority to estimate the project and will not be held responsible for the project staying within the proposed budget; however, the business analyst does participate in various planning exercises with the project team. Many times the business analyst is on his or her own, required to provide estimates of how long it will take to perform their tasks. This course acquaints you with the basics of estimating from the point of view of the business analyst, emphasizing time estimates for the work. It also covers some of the product cost estimates that a business analyst may have to provide when the business is performing a cost/benefit analysis for the project. What you will Learn You'll learn how to: Translate business needs and requirements into estimates Estimate durations using a variety of techniques Negotiate differences in estimates Getting Started Introductions Course structure Course goals and objectives Foundation Concepts The importance of estimating to a business analyst The good and bad of estimating The project context The meaning of good estimating Focuses of estimating Characteristics of a good estimate Estimating the Time Requirements Applicable BABOK® Knowledge Areas Business Analysis Planning and Monitoring Elicitation and Collaboration Estimating the elicitation Information Gathering Plan Relative times for elicitation activities Planning and estimating the business analysis approach and activities Planning the business analysis activities Impact of process Estimating the Product Estimating the value of the product Business analyst's role Defining and determining value Function and use case points Agile estimating Planning Poker Other agile estimating techniques Negotiating estimates Negotiation techniques Negotiation approaches Summary What did we learn, and how can we implement this in our work environment?

Duration 4 Days 24 CPD hours This course is intended for This course is best suited to developers, engineers, and architects who want to use use Hadoop and related tools to solve real-world problems. Overview Skills learned in this course include:Creating a data set with Kite SDKDeveloping custom Flume components for data ingestionManaging a multi-stage workflow with OozieAnalyzing data with CrunchWriting user-defined functions for Hive and ImpalaWriting user-defined functions for Hive and ImpalaIndexing data with Cloudera Search Cloudera University?s four-day course for designing and building Big Data applications prepares you to analyze and solve real-world problems using Apache Hadoop and associated tools in the enterprise data hub (EDH). IntroductionApplication Architecture Scenario Explanation Understanding the Development Environment Identifying and Collecting Input Data Selecting Tools for Data Processing and Analysis Presenting Results to the Use Defining & Using Datasets Metadata Management What is Apache Avro? Avro Schemas Avro Schema Evolution Selecting a File Format Performance Considerations Using the Kite SDK Data Module What is the Kite SDK? Fundamental Data Module Concepts Creating New Data Sets Using the Kite SDK Loading, Accessing, and Deleting a Data Set Importing Relational Data with Apache Sqoop What is Apache Sqoop? Basic Imports Limiting Results Improving Sqoop?s Performance Sqoop 2 Capturing Data with Apache Flume What is Apache Flume? Basic Flume Architecture Flume Sources Flume Sinks Flume Configuration Logging Application Events to Hadoop Developing Custom Flume Components Flume Data Flow and Common Extension Points Custom Flume Sources Developing a Flume Pollable Source Developing a Flume Event-Driven Source Custom Flume Interceptors Developing a Header-Modifying Flume Interceptor Developing a Filtering Flume Interceptor Writing Avro Objects with a Custom Flume Interceptor Managing Workflows with Apache Oozie The Need for Workflow Management What is Apache Oozie? Defining an Oozie Workflow Validation, Packaging, and Deployment Running and Tracking Workflows Using the CLI Hue UI for Oozie Processing Data Pipelines with Apache Crunch What is Apache Crunch? Understanding the Crunch Pipeline Comparing Crunch to Java MapReduce Working with Crunch Projects Reading and Writing Data in Crunch Data Collection API Functions Utility Classes in the Crunch API Working with Tables in Apache Hive What is Apache Hive? Accessing Hive Basic Query Syntax Creating and Populating Hive Tables How Hive Reads Data Using the RegexSerDe in Hive Developing User-Defined Functions What are User-Defined Functions? Implementing a User-Defined Function Deploying Custom Libraries in Hive Registering a User-Defined Function in Hive Executing Interactive Queries with Impala What is Impala? Comparing Hive to Impala Running Queries in Impala Support for User-Defined Functions Data and Metadata Management Understanding Cloudera Search What is Cloudera Search? Search Architecture Supported Document Formats Indexing Data with Cloudera Search Collection and Schema Management Morphlines Indexing Data in Batch Mode Indexing Data in Near Real Time Presenting Results to Users Solr Query Syntax Building a Search UI with Hue Accessing Impala through JDBC Powering a Custom Web Application with Impala and Search

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.