21081 Courses

Attain certification as an Intelligence Analyst with our comprehensive course. Learn the essential skills and techniques to analyze and interpret data, uncover insights, and make informed decisions. Elevate your career in intelligence analysis with expert-led training and hands-on experience. Enroll now and become a certified professional in this critical field.

Our team of Construction industry experts provide business management training for leaders and business owners across England and Scotland CONSTRUCTION INDUSTRY SPECIFIC Construction Business Growth Academy The Power Within Training is dedicated to helping construction-based business owners and construction management throughout England, Scotland, and Wales achieve more than they believed possible. Our construction business training is designed to develop owner-managers and help them create the future they want. To ensure business growth, we have a dedicated team of industry professionals to give unique support specific to the skills, traits, and challenges found within Construction. This programme was created to help you push and elevate your business to the next level. Contact us to register for our construction business training. Explore Our Construction Business Growth Course We created the Business Growth Academy for business owners like you to grow and develop their businesses in a more controlled and sustainable way. To ensure growth, our construction business training is a series of six training modules focused on business growth, leadership, and financial management. Most of our participants are business owners looking to get the tools needed to spend more time working on their business while generating more profitability to ensure consistent business growth. The Power Within Training uses the latest business growth strategies, which allow you to identify, modify and quickly implement our easy-to-follow business-building tools and techniques designed around the construction and property development industry. Whether you are a business owner or an aspiring construction and property development entrepreneur, our Construction Management Course will provide the tools and techniques to drive your business forward and achieve sustainable growth. Join us at the Business Growth Academy and unlock your full potential. The Goal of Our Construction Management Training Our goal with this training is to provide you with the tools you need to take control of your business. This allows you to use the latest strategies and ensure the smooth growth of your construction business. The construction management training we offer is a three-month course with new modules available twice monthly, delivered via Zoom or in person. These modules are designed to work around your schedule. After, you’ll have a 39-hour CPD certification thanks to our CITB skills & training courses. Overall, our fully funded construction management training will help you place the proper foundation, allowing you to build a more substantial and focused business that’s centred around constant growth and profits while future-proofing your business. BUSINESS GROWTH ACADEMY The Benefit of Our Business Growth Academy As you go through our training, you’ll delve into each module and the critical steps and tools. These include how to plan, organize, and control construction operations, all designed to provide you with a well-rounded view of your business. Not only will you get the tools you need to ensure your construction business growth, but you’ll also get access to benefits such as lifetime access to your online interactive training portal, entrance into a private social and professional networking group, pro bono coaching, and mentoring from industry experts and leaders. Here are some additional benefits of our construction management training: Register your interest today You’ll build a personalised 12-month business development plan that keeps you focused on high-value activities, ensuring you remain on track to grow. Tools and techniques to not only measure but also increase your profitability within your business. These tools help you ensure that you’re never leaving money on the table again. Learn, develop, and nurture self-management and leadership strategies that you can work on and in your business to help you from chasing your tail or burning out. You’ll develop unshakeable confidence in your business’s ability to grow and become the kind of entrepreneur that chooses the customers they want to work with, meaning customers who are driven by value, not by price. Gain valuable leadership and self-development skills, which encourage learning for life. Lastly, you’ll no longer wonder, “what if?” You’ll have the knowledge and understanding to keep unlocking and growing your business’s true potential. WHAT'S INCLUDED IN THE PROGRAMME Course Overview As we’ve mentioned, our business management course is designed to be completed over three months, with two courses being released monthly. These are designed to be done on Zoom or in person and are flexible around your busy schedule. Our modules were created to be easy to understand while providing the resources needed to elevate your construction business. Here is a more in-depth look at what to expect from our modules: Module 1: The C.O.D.E Breaker: The Business FundamentalsThis module will encourage you to deep dive into your why and break the business C.O.D.E. You’ll be shown the importance of knowing why you started the business, how you can build a business while remaining authentic, and what needs to be done to ensure you create and support a solid foundation moving forward. During this module, you’ll discover how to successfully build a business in the construction industry, from the fundamentals and foundations to the growth. Lastly, we’ll review your vision, values, and purpose, show why these are critical areas, and allow you to establish a real business for you and your customers. Module 2: Your M.E.N.T.A.L Agility: The Entrepreneurial Mindset With this module, we’ll focus on self-leadership and how you should constantly be developing the ‘inner game’ or minder and the ‘outer game’ or action. The inner game consists of intention, self-awareness, self-confidence, and self-efficacy. These must be used to achieve personal mastery, while the outer game consists of influence and impact. M.E.N.T.A.L. agility is your key to all success and failure, meaning that without leading yourself, you’ll never find business success. For us, your M.E.N.T.A.L. agility is made of five key components that enable you to transition from owning a business to thinking and planning like an entrepreneurial business owner. Module 3: The T.I.M.E Multiple: Working ON or Working IN The point of this module is to help you understand that you can’t manage your time; you can only manage your use of time or your self-management skills. It’s vital to have strong self-management skills to be more successful at work. We’ll explore ways to help maximise your time and identify your High Payoff Activities. The T.I.M.E. multiplier is about accepting that you cannot do everything yourself. Instead, it would be best if you focused on your high-payoff activities. Our goal is to teach you to say it’s okay to say no. We’ll show you the importance of recognising the significance of all your decisions. Along with that, we focus on unique planning and defining processes to bring the future into the present. Module 4: The Business P.R.O.B.E: The Numbers Game Understanding your finances is essential as it allows you to make informed decisions that have the potential to make significant impacts on your business, growth, and even your bottom line. We want you never to leave money on the table again. When you know the difference between markup and margin, fixed and variable costs can make the difference between owning a business and the business owning you. Understanding your business numbers will increase your revenue and profitability and even grow your business. Module 5: High-Performance T.E.A.M.S: The Well-Oiled High-performing teams are more than a group that works together. A high-performing team has clear priorities and purposes and shares an understanding of how each team member or subcontractor prefers to approach work. The foundation of a high-performing team or business starts with trust. The development starts with creating an environment where leaders and team members can openly disclose which strengths they feel they bring to a team and what support they need to be their best selves. Truth is that all people’s problems directly reflect the business owner’s leadership and management. When a team doesn’t do things your way, they probably have no idea what your way is. Module 6: G.O.A.L.S: Setting & Defining the Accountability System Everyone works best with clearly defined goals, from completing a refurb on a budget or growing your construction business to over 10M annual profit. Remember the old saying, through a goal with a plan, is just a wish! We’ll teach you our tried and tested process for setting and achieving your objectives by focusing on what matters most. Reviewing your daily, weekly, and monthly goals, we can help you make high performance a habit. Best of all, you’ll create a detailed 12-month business development plan to get your personal and professional goals moving in the right direction. Meet the Construction Business Training Presenters Derrick Matheson: Training and Development Director and Trainer of Business Growth Academy A seasoned business owner, Derrick understands the challenges UK construction and property development professionals face. We have crafted a targeted program that simplifies growth, empowering entrepreneurs with easy-to-implement strategies.  Derrick’s mission is simple: to empower and equip ambitious entrepreneurs and professionals with the tools and knowledge necessary to thrive in today’s competitive market. The Business Growth Academy is a testament to his dedication, offering an innovative, step-by-step business-building process that demystifies the complexities of growth and unlocks the full potential of your enterprise. Stuart Mason: BGA’s Bold Training Manager, Lead Trainer, and Author of “How To Wreck Your Business Stuart, the fearless BGA Training Manager and Lead Trainer has turned his business failures into powerful lessons for others. As the author of “How To Wreck Your Business,” Stuart shares his hard-earned wisdom to help business owners avert the same pitfalls that led to the demise of his own company on its 20th anniversary. Stuart’s approach is refreshingly direct and unapologetically abrupt, cutting through the noise to deliver real-world insights that make a difference. Don’t expect a dry lecture on business theory from a dusty textbook; instead, Stuart offers a ‘streetwise’ perspective that is both practical and actionable, pushing you to uncover the answers that will make your business shine in a competitive market.

Overview of Cognitive Behavioural Therapy Diploma Cognitive Behavioural Therapy (CBT) is a proven method for improving mental health. This course offers a clear introduction to CBT, making it easy to understand and apply. Many people today face challenges like anxiety and depression, and CBT provides practical tools to help manage these issues. Throughout the course, you will learn the key concepts of CBT and how to use various techniques. Each module builds on the last, guiding you through the process step by step. You will also see how CBT can support personal growth and aid children with autism. By the end of this course, you will feel confident using CBT strategies in your own life or helping others. Whether you're a caregiver or looking to enhance your skills, this course opens doors to valuable knowledge in mental health. Join us and take the first step toward making a positive impact. Become proficient in Cognitive Behavioural Therapy (CBT) by grasping all the essential knowledge from our top-quality course step by step. Enrol now to ensure that your Cognitive Behavioural Therapy (CBT) mastery is not limited to only conceptual frameworks! This Cognitive Behavioural Therapy (CBT) will assist you in standing out from the crowd and being more efficient in your chosen area of expertise. Furthermore, if you require assistance with the Cognitive Behavioural Therapy (CBT), we will provide experts who will support and guide you. So, add this Cognitive Behavioural Therapy (CBT) to your cart and boost your personal and career development. In this Cognitive Behavioural Therapy (CBT), you will: Sharpen your skills to help you advance your career. Acquire a comprehensive understanding of various related topics and tips from industry experts. Learn in-demand knowledge and skills in high demand among UK employers, which will help to kickstart your Cognitive Behavioural Therapy (CBT) career. Enrolling in the Cognitive Behavioural Therapy (CBT) can assist you in getting into your desired career faster than you ever imagined. So, without further ado, start now! Get a Quick Look at The Course Content: This Cognitive Behavioural Therapy Diploma will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Cognitive Behavioural Therapy Diploma. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Cognitive Behavioural Therapy Diploma course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Cognitive Behavioural Therapy Diploma is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Cognitive Behavioural Therapy Diploma course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Cognitive Behavioural Therapy Diploma Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Cognitive Behavioural Therapy Module 01: Getting Started with CBT 00:03:00 Module 02: CBT History 00:03:00 Module 03: Importance of Negative Thoughts 00:06:00 Module 04: Goal Setting 00:09:00 Module 05: Behavioural Activation 00:08:00 Module 06: Cognitive Restructuring 00:05:00 Module 07:Cognitive Restructuring: Step-by-step Plan 00:08:00 Module 08: Core Belief 00:02:00 Module 09: Changing Negative Belief 00:06:00 Module 10: Mindfulness-integrated CBT 00:05:00 Module 11: CBT in Procrastination 00:01:00 Module 12: CBT in Stress, Anxiety and Depression 00:03:00 Module 13: CBT in Fear and Phobias 00:02:00 Module 14: CBT in Panic Attacks 00:02:00 Module 15: CBT in Excessive Anger 00:02:00 Module 16: CBT in Eating Disorder 00:02:00 Module 17: CBT in Addiction 00:02:00

Dive into the intriguing world of forensic psychology with our comprehensive course. Explore the intersection of psychology and law, learning about criminal behavior, psychological profiling, and courtroom testimony. Gain valuable insights into the criminal justice system and forensic assessment techniques. Enroll now and embark on a journey into the fascinating realm of forensic psychology.

Duration 2 Days 12 CPD hours This course is intended for The introductory-level course is geared for software developers, project managers, and IT professionals seeking to enhance their understanding and practical skills in version control and collaboration using GitLab. It's also well-suited for those transitioning from another version control system to GitLab, or those responsible for software development lifecycle within their organization. Whether you are an individual looking to boost your proficiency or a team leader aiming to drive productivity and collaboration, this course will provide the necessary expertise to make the most of GitLab's capabilities. Overview This course combines engaging instructor-led presentations and useful demonstrations with valuable hands-on labs and engaging group activities. Throughout the course you'll: Gain a firm understanding of the fundamentals of Git and GitLab, setting a solid foundation for advanced concepts. Learn to effectively manage and track changes in your code, ensuring a clean and reliable codebase. Discover ways to streamline your daily tasks with aliases, stashing, and other GitLab workflow optimization techniques. Develop skills in creating, merging, and synchronizing branches, enabling seamless collaboration and version control. Equip yourself with the knowledge to use Git as a powerful debugging tool, saving time and effort when troubleshooting issues. Understand the basics of continuous integration and continuous deployment (CI/CD) in GitLab, helping you automate the software delivery process. Immerse yourself in the dynamic world of GitLab, a leading web-based platform for version control and collaboration, through our intensive two-day course, GitLab Quick Start. Version control systems, such as GitLab, are the backbone of modern software development, enabling teams to work cohesively and maintain a structured workflow. By mastering GitLab, you can improve efficiency, encourage collaboration, and ensure accuracy and reliability within your projects, adding significant value to your organization. Throughout the course you?ll explore various aspects of GitLab, starting from the fundamental principles of source code management to advanced concepts like rebasing and continuous integration/design. Key topics covered include Git and GitLab basics, reviewing and editing commit history, mastering GitFlow and GitLab Flow, branching and merging strategies, and understanding remote repositories. You'll also learn how to utilize Git as a debugging tool and explore the power of GitLab's built-in CI/CD capabilities. The core value of this course lies in its practical application. You'll learn how to effectively manage changes in code with GitLab, allowing you to maintain audit trails, create reproducible software, and seamlessly move from another version control system. Then you?ll learn how to enhance your workflow efficiency using aliases for common commands, saving changes for later use, and ignoring build artifacts. You?ll also explore GitLab's CI/CD, which will enable you to automate your software delivery process. These hands-on labs will walk you through creating, merging, and synchronizing remote branches, configuring Git, troubleshooting using Git as a debugging tool, and setting up GitLab Runner for CI/CD. Each lab is designed to simulate real-world projects, offering you a first-hand experience in managing and contributing to a version control system like GitLab. Introduction to Source Code Management The Core Principles of Change Management The Power to Undo Changes Audit Trails and Investigations Reproducible Software Changing code-hosting platform Moving from another version control system Git and GitLab Introduction and Basics Introduction to Git GitFlow GitLab Flow Trees and Commits Configuring Git Adding, Renaming, and Removing Files Reviewing and Editing the Commit History Reviewing the Commit History Revision Shortcuts Fixing Mistakes Improving Your Daily Workflow Simplifying Common Commands with Aliases Ignoring Build Artifacts Saving Changes for Later Use (Stashing) Branching Branching Basics Listing Differences Between Branches Visualizing Branches Deleting Branches Tagging Merging Merging Basics Merge Conflicts Merging Remote Branches Remote Repositories Remote Repositories Synchronizing Objects with Remotes Tracking Branches Centralizing and Controlling Access Introduction to GitLab Git Repositories on GitLab Daily Workflow Reviewing Branching and Merging Branch Review Merging Basics Rebasing Rebasing Basics Rebasing with Local Branches Rebasing with Remote Branches Interactive Rebasing Squashing Commits Getting Out of Trouble Git as a Debugging Tool Using the Blame Command to See File History Performing a Binary Search Continuous Integration / Continuous Design (CI/CD) How to install GitLab Runner Adding to our example project Breaking down .gitlab-ci.yml Adding .gitlab-ci.yml to our example project Deconstructing an advanced .gitlab-ci.yml file GitLab CI/CD web UI Optional: Resetting Trees Introduction to Resetting Resetting Branch Pointers Resetting Branches and the Index Resetting the Working Directory Making Good Use of the Reset Command Optional More on Improving Your Daily Workflow Interactively Staging Changes Optional: Including External Repositories Submodules Subtrees Choosing Between Submodules and Subtrees Workflow Management Branch Management

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced attendees who wish to learn and use basic machine learning algorithms and concepts. Students should have skills at least equivalent to the Python for Data Science courses we offer. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to Understand the main concepts and principles of predictive analytics Use the Python data analytics ecosystem to implement end-to-end predictive analytics projects Explore advanced predictive modeling algorithms w with an emphasis on theory with intuitive explanations Learn to deploy a predictive model's results as an interactive application Learn about the stages involved in producing complete predictive analytics solutions Understand how to define a problem, propose a solution, and prepare a dataset Use visualizations to explore relationships and gain insights into the dataset Learn to build regression and classification models using scikit-learn Use Keras to build powerful neural network models that produce accurate predictions Learn to serve a model's predictions as a web application Predictive analytics is an applied field that employs a variety of quantitative methods using data to make predictions. It involves much more than just throwing data onto a computer to build a model. This course provides practical coverage to help you understand the most important concepts of predictive analytics. Using practical, step-by-step examples, we build predictive analytics solutions while using cutting-edge Python tools and packages. Hands-on Predictive Analytics with Python is a three-day, hands-on course that guides students through a step-by-step approach to defining problems and identifying relevant data. Students will learn how to perform data preparation, explore and visualize relationships, as well as build models, tune, evaluate, and deploy models. Each stage has relevant practical examples and efficient Python code. You will work with models such as KNN, Random Forests, and neural networks using the most important libraries in Python's data science stack: NumPy, Pandas, Matplotlib, Seabor, Keras, Dash, and so on. In addition to hands-on code examples, you will find intuitive explanations of the inner workings of the main techniques and algorithms used in predictive analytics. The Predictive Analytics Process Technical requirements What is predictive analytics? Reviewing important concepts of predictive analytics The predictive analytics process A quick tour of Python's data science stack Problem Understanding and Data Preparation Technical requirements Understanding the business problem and proposing a solution Practical project ? diamond prices Practical project ? credit card default Dataset Understanding ? Exploratory Data Analysis Technical requirements What is EDA? Univariate EDA Bivariate EDA Introduction to graphical multivariate EDA Predicting Numerical Values with Machine Learning Technical requirements Introduction to ML Practical considerations before modeling MLR Lasso regression KNN Training versus testing error Predicting Categories with Machine Learning Technical requirements Classification tasks Credit card default dataset Logistic regression Classification trees Random forests Training versus testing error Multiclass classification Naive Bayes classifiers Introducing Neural Nets for Predictive Analytics Technical requirements Introducing neural network models Introducing TensorFlow and Keras Regressing with neural networks Classification with neural networks The dark art of training neural networks Model Evaluation Technical requirements Evaluation of regression models Evaluation for classification models The k-fold cross-validation Model Tuning and Improving Performance Technical requirements Hyperparameter tuning Improving performance Implementing a Model with Dash Technical requirements Model communication and/or deployment phase Introducing Dash Implementing a predictive model as a web application Additional course details: Nexus Humans Hands-on Predicitive Analytics with Python (TTPS4879) 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 Hands-on Predicitive Analytics with Python (TTPS4879) 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.

Duration 3 Days 18 CPD hours This course is intended for Data Analysts, Business Analysts, Business Intelligence professionals Cloud Data Engineers who will be partnering with Data Analysts to build scalable data solutions on Google Cloud Platform Overview This course teaches students the following skills: Derive insights from data using the analysis and visualization tools on Google Cloud Platform Interactively query datasets using Google BigQuery Load, clean, and transform data at scale Visualize data using Google Data Studio and other third-party platforms Distinguish between exploratory and explanatory analytics and when to use each approach Explore new datasets and uncover hidden insights quickly and effectively Optimizing data models and queries for price and performance Want to know how to query and process petabytes of data in seconds? Curious about data analysis that scales automatically as your data grows? Welcome to the Data Insights course! This four-course accelerated online specialization teaches course participants how to derive insights through data analysis and visualization using the Google Cloud Platform. The courses feature interactive scenarios and hands-on labs where participants explore, mine, load, visualize, and extract insights from diverse Google BigQuery datasets. The courses also cover data loading, querying, schema modeling, optimizing performance, query pricing, and data visualization. This specialization is intended for the following participants: Data Analysts, Business Analysts, Business Intelligence professionals Cloud Data Engineers who will be partnering with Data Analysts to build scalable data solutions on Google Cloud Platform To get the most out of this specialization, we recommend participants have some proficiency with ANSI SQL. Introduction to Data on the Google Cloud Platform Highlight Analytics Challenges Faced by Data Analysts Compare Big Data On-Premises vs on the Cloud Learn from Real-World Use Cases of Companies Transformed through Analytics on the Cloud Navigate Google Cloud Platform Project Basics Lab: Getting started with Google Cloud Platform Big Data Tools Overview Walkthrough Data Analyst Tasks, Challenges, and Introduce Google Cloud Platform Data Tools Demo: Analyze 10 Billion Records with Google BigQuery Explore 9 Fundamental Google BigQuery Features Compare GCP Tools for Analysts, Data Scientists, and Data Engineers Lab: Exploring Datasets with Google BigQuery Exploring your Data with SQL Compare Common Data Exploration Techniques Learn How to Code High Quality Standard SQL Explore Google BigQuery Public Datasets Visualization Preview: Google Data Studio Lab: Troubleshoot Common SQL Errors Google BigQuery Pricing Walkthrough of a BigQuery Job Calculate BigQuery Pricing: Storage, Querying, and Streaming Costs Optimize Queries for Cost Lab: Calculate Google BigQuery Pricing Cleaning and Transforming your Data Examine the 5 Principles of Dataset Integrity Characterize Dataset Shape and Skew Clean and Transform Data using SQL Clean and Transform Data using a new UI: Introducing Cloud Dataprep Lab: Explore and Shape Data with Cloud Dataprep Storing and Exporting Data Compare Permanent vs Temporary Tables Save and Export Query Results Performance Preview: Query Cache Lab: Creating new Permanent Tables Ingesting New Datasets into Google BigQuery Query from External Data Sources Avoid Data Ingesting Pitfalls Ingest New Data into Permanent Tables Discuss Streaming Inserts Lab: Ingesting and Querying New Datasets Data Visualization Overview of Data Visualization Principles Exploratory vs Explanatory Analysis Approaches Demo: Google Data Studio UI Connect Google Data Studio to Google BigQuery Lab: Exploring a Dataset in Google Data Studio Joining and Merging Datasets Merge Historical Data Tables with UNION Introduce Table Wildcards for Easy Merges Review Data Schemas: Linking Data Across Multiple Tables Walkthrough JOIN Examples and Pitfalls Lab: Join and Union Data from Multiple Tables Advanced Functions and Clauses Review SQL Case Statements Introduce Analytical Window Functions Safeguard Data with One-Way Field Encryption Discuss Effective Sub-query and CTE design Compare SQL and Javascript UDFs Lab: Deriving Insights with Advanced SQL Functions Schema Design and Nested Data Structures Compare Google BigQuery vs Traditional RDBMS Data Architecture Normalization vs Denormalization: Performance Tradeoffs Schema Review: The Good, The Bad, and The Ugly Arrays and Nested Data in Google BigQuery Lab: Querying Nested and Repeated Data More Visualization with Google Data Studio Create Case Statements and Calculated Fields Avoid Performance Pitfalls with Cache considerations Share Dashboards and Discuss Data Access considerations Optimizing for Performance Avoid Google BigQuery Performance Pitfalls Prevent Hotspots in your Data Diagnose Performance Issues with the Query Explanation map Lab: Optimizing and Troubleshooting Query Performance Advanced Insights Introducing Cloud Datalab Cloud Datalab Notebooks and Cells Benefits of Cloud Datalab Data Access Compare IAM and BigQuery Dataset Roles Avoid Access Pitfalls Review Members, Roles, Organizations, Account Administration, and Service Accounts

Duration 4 Days 24 CPD hours This course is intended for This is an intermediate course for individuals responsible for developing and implementing effective storage management techniques. Overview Establish a DFSMS configuration to automatically enforce your installation's storage management policies Convert service level requirements into appropriate parameters for data class, storage class, management class, and storage groups Create and test Automatic Class Selection (ACS) routines Convert volumes and move data to system-managed volumes with DFSMS Data Set Services (DFSMSdss) Specify appropriate management class and storage group parameters for DFSMS Hierarchical Storage Management (DFSMShsm) processing of system-managed data sets Plan to maintain your DFSMS environment using Naviquest Establish procedures to control, manage, and recover the storage management subsystem with ISMF and operator commands Develop a DFSMS implementation plan In this course you will learn how to plan and implement DFSMS and learn how to manage temporary and permanent data sets with an emphasis on disk storage. Course introduction and DFSMS overview Specify the storage administration functions that can be automatically performed by the system Identify the types of data set services that need to be established by negotiating service level agreements Correlate data set service requirements to the SMS configuration components: data class, storage class, management class, storage group, and automatic class selection routines Activating SMS Identify the functions eligible for exploitation with the installation of DFSMS Data Facility Product (DFSMSdfp) and the activation of SMS Create SMS control data sets Code SYS1.PARMLIB operands necessary to bring up SMS Create a minimal configuration Activate a configuration Writing ACS routines Identify the purpose of the ACS routines Develop an understanding of the statements Differentiate between literals and masks Describe the read variables available in the ACS routines Managing temporary data sets Create/alter storage classes and storage groups Identify steps to install and use the starter set Write ACS routines to handle temporary data sets Activate a system to manage temporary data sets Code commands to change volume/group SMS status Issue operator commands to display current status Exploiting DFSMS Describe the purpose of the data class Identify the features that the data class can exploit Create data sets using the space parameter Define Virtual Storage Access Method (VSAM) and volume attributes for data class Identify special data sets and their exploitation through the data class Managing permanent data sets Create/alter data classes, storage classes, management classes, and storage groups Translate current (DFSMShsm) service level agreements to management class parameters Identify alternatives and concerns for standard naming conventions Establish the controls for automatic backup of data sets Establish the controls for automatic volume dump Write ACS routines to manage permanent data Create a configuration that manages permanent data sets Create a new managed data set Identify function of storage class exit provided by Custom-Built Installation Process Offering (CBIPO) and resulting System Management Facility (SMF) records Using Naviquest Create test cases using Naviquest Perform storage administration tasks in batch Create online DFSMS reports Create model commands using Naviquest Use the COPYFILT macro Device preparation and data movement Initialize volumes as system-managed Move data into/out from system-managed control Convert volumes to/from system-managed Move data to utilize new hardware capabilities Controlling DFSMS Code commands to change SMS volume/group status Issue commands to save configurations and use alternate Active Control Data Set (ACDS) Issue command to use alternate Communication Data Set (COMMDS) Issue VARY SMS commands Communicate with the security administrator about storage management requirements Additional considerations Establish a plan for implementing SMS Locate sources of implementation planning checklists Identify the tools available to document the current system Identify multiple site considerations for recovery and exploitation Additional course details: Nexus Humans SS84 IBM DFSMS Implementation 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 SS84 IBM DFSMS Implementation 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.

Duration 4 Days 24 CPD hours This course is intended for The primary audience for this course is as follows: Network Administrators Administrators interested in Automation Individuals interested in devops, specifically for networking Overview This course teaches students to blend Python skillsets with Ansible through the lens of automating networks. Automation techniques for the most popular vendor (incl. Cisco, Juniper, Arista) will be subjects of study, however, students may request examples from vendors within their own environments. Topics begin with a focus on automating networks with Python; this skill set is then folded into a broadening understanding of automating with Ansible. Students will have programmatic experience automating enterprise class networks by the conclusion of this course (includes writing custom Ansible modules with Python). Class is a combination of lecture, demonstration, and hands-on labs. Students are invited to share their own relevant Python and Ansible scripts with the instructor to ensure class subjects are as relevant as possible. All notes and scripts will be made available to students by the end of each day via a cloud-share or email. Lab time will be given reinforce that day's topics and demonstrations. No two networks are the same! Learn to automate your network with a Python and Ansible skillset. Course can be taught across all major (and most minor) network vendors. Course demonstrations can be adapted to best-fit the customer?s network to ensure all lessons have maximum relevance. Day 1 ? Critical Python Catchup & Review Overview of Python and Ansible Python white space rules & best practices Printing and more Printing Date types and Variables Packing and Unpacking Variables f Strings Conditional expressions Relational and Boolean operators Lists, Tuples, Dictionaries Indexing and slicing Built-in functions Iterating with Loops (for and while) Working with files Software Control Management (SCM) (Git, Github, Bitbucket, Cloudshare, etc.) Using Python to access REST interfaces Working with JSON Python, Ansible and Paramiko Using Paramiko to SSH with keys and passwords RESTful API review API keys Paramiko Review Using Paramiko to SFTP with keys and passwords Day 02 ? Python and Network Automation Introduction to Netmiko (automating routers and switches) Using Netmiko to send commands to / from network devices Working with YAML Converting JSON to YAML with Python Ansible keywords YAML and JSON for data exchange Ansible and YAML Ansible Playbook components Tying together Python and Ansible ? Using Python within Ansible Ansible Network Modules What is new in Ansible (most current updates / release notes) Network Agnostic modules Writing network playbooks Reviewing the construction of network playbooks Writing Ansible playbooks that respond to network failures Day 03 ? Blending Python and Ansible Skillsets Review how to use Python within Ansible Calling Python scripts with Ansible Jinja2 Templating Engine for Python (and Ansible) Using Templates in Ansible playbooks Jinja2 filters, looping, and other useful tricks for automating with Ansible Playbook tagging for selective runs When to use Python and when to use Ansible ?Big Picture? options for using Python & Ansible within your Network Ansible Roles Day 04 ? Customizing Ansible with Python Review ? Running Scripts with Ansible Prompting for Ansible user input Ansible Galaxy & Getting at Roles Writing a custom Ansible Module with Python Ansible ?Engine? vs Ansible ?Tower? ? marketing hype, capabilities, costs, etc. Case Study: Automate your Enterprise Network When to use Python and when to use Ansible Writing your own Ansible modules in Python ?Big Picture? options for using Python & Ansible within your Network Overview ? NETCONF / YANG and what they mean for Python and Ansible Molecule ? Testing your roles Additional course details: Nexus Humans Network Automation with Python and Ansible 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 Network Automation with Python and Ansible 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.

Learning Objectives Introduction , Interviewing Pitfalls , Before the Interview , During the Interview , After the Interview , Conclusion   Pre-Requisites There are no prerequisites for this course.   Description One of the most important decisions a company can make is hiring new employees. Good hiring decisions can make or break teams and can have a direct impact on a company's bottom line. Additionally, increasing diversity in hiring is about more than simple fair hiring practices. Research shows diverse teams make faster decisions and are more innovative. This class is designed to assist managers, supervisors, and HR staff in improving interviewing skills. Course Introduction Introduction 00:02:00 Section 01 Lesson 01: What is Unconscious Bias 00:05:00 Lesson 02: Overcoming Unconscious Bias 00:03:00 Section 02 Lesson 01: Creating the Job Description 00:03:00 Lesson 02: Planning the Questions 00:03:00 Lesson 03: Building a Scorecard 00:02:00 Lesson 04: Preparing for the Interview 00:02:00 Section 03 Lesson 01: Setting Candidates at Ease 00:01:00 Lesson 02: Conducting the Interview 00:03:00 Lesson 03: Selling the Job 00:02:00 Section 04 Lesson 01: Making the Big Decision 00:02:00 Course Recap Recap 00:01:00