4764 Model courses delivered Online

This course covers Python for data science and machine learning in detail and is for a beginner in Python. You will also learn about core concepts of data science, exploratory data analysis, statistical methods, role of data, challenges of bias, variance and overfitting, model evaluation techniques, model optimization using hyperparameter tuning, grid search cross-validation techniques, and more.

Duration 4 Days 24 CPD hours This course is intended for Software engineers concerned with building, managing and deploying AI solutions that leverage Azure AI Services, Azure AI Search, and Azure OpenAI. They are familiar with C# or Python and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and generative AI solutions on Azure. AI-102 Designing and Implementing an Azure AI Solution is intended for software developers wanting to build AI infused applications that leverage?Azure AI Services,?Azure AI Search, and?Azure OpenAI. The course will use C# or Python as the programming language. Prerequisites Before attending this course, students must have: Knowledge of Microsoft Azure and ability to navigate the Azure portal Knowledge of either C# or Python Familiarity with JSON and REST programming semantics Recommended course prerequisites AI-900T00: Microsoft Azure AI Fundamentals course 1 - Prepare to develop AI solutions on Azure Define artificial intelligence Understand AI-related terms Understand considerations for AI Engineers Understand considerations for responsible AI Understand capabilities of Azure Machine Learning Understand capabilities of Azure AI Services Understand capabilities of the Azure Bot Service Understand capabilities of Azure Cognitive Search 2 - Create and consume Azure AI services Provision an Azure AI services resource Identify endpoints and keys Use a REST API Use an SDK 3 - Secure Azure AI services Consider authentication Implement network security 4 - Monitor Azure AI services Monitor cost Create alerts View metrics Manage diagnostic logging 5 - Deploy Azure AI services in containers Understand containers Use Azure AI services containers 6 - Analyze images Provision an Azure AI Vision resource Analyze an image Generate a smart-cropped thumbnail 7 - Classify images Provision Azure resources for Azure AI Custom Vision Understand image classification Train an image classifier 8 - Detect, analyze, and recognize faces Identify options for face detection analysis and identification Understand considerations for face analysis Detect faces with the Azure AI Vision service Understand capabilities of the face service Compare and match detected faces Implement facial recognition 9 - Read Text in images and documents with the Azure AI Vision Service Explore Azure AI Vision options for reading text Use the Read API 10 - Analyze video Understand Azure Video Indexer capabilities Extract custom insights Use Video Analyzer widgets and APIs 11 - Analyze text with Azure AI Language Provision an Azure AI Language resource Detect language Extract key phrases Analyze sentiment Extract entities Extract linked entities 12 - Build a question answering solution Understand question answering Compare question answering to Azure AI Language understanding Create a knowledge base Implement multi-turn conversation Test and publish a knowledge base Use a knowledge base Improve question answering performance 13 - Build a conversational language understanding model Understand prebuilt capabilities of the Azure AI Language service Understand resources for building a conversational language understanding model Define intents, utterances, and entities Use patterns to differentiate similar utterances Use pre-built entity components Train, test, publish, and review a conversational language understanding model 14 - Create a custom text classification solution Understand types of classification projects Understand how to build text classification projects 15 - Create a custom named entity extraction solution Understand custom named entity recognition Label your data Train and evaluate your model 16 - Translate text with Azure AI Translator service Provision an Azure AI Translator resource Specify translation options Define custom translations 17 - Create speech-enabled apps with Azure AI services Provision an Azure resource for speech Use the Azure AI Speech to Text API Use the text to speech API Configure audio format and voices Use Speech Synthesis Markup Language 18 - Translate speech with the Azure AI Speech service Provision an Azure resource for speech translation Translate speech to text Synthesize translations 19 - Create an Azure AI Search solution Manage capacity Understand search components Understand the indexing process Search an index Apply filtering and sorting Enhance the index 20 - Create a custom skill for Azure AI Search Create a custom skill Add a custom skill to a skillset 21 - Create a knowledge store with Azure AI Search Define projections Define a knowledge store 22 - Plan an Azure AI Document Intelligence solution Understand AI Document Intelligence Plan Azure AI Document Intelligence resources Choose a model type 23 - Use prebuilt Azure AI Document Intelligence models Understand prebuilt models Use the General Document, Read, and Layout models Use financial, ID, and tax models 24 - Extract data from forms with Azure Document Intelligence What is Azure Document Intelligence? Get started with Azure Document Intelligence Train custom models Use Azure Document Intelligence models Use the Azure Document Intelligence Studio 25 - Get started with Azure OpenAI Service Access Azure OpenAI Service Use Azure OpenAI Studio Explore types of generative AI models Deploy generative AI models Use prompts to get completions from models Test models in Azure OpenAI Studio's playgrounds 26 - Build natural language solutions with Azure OpenAI Service Integrate Azure OpenAI into your app Use Azure OpenAI REST API Use Azure OpenAI SDK 27 - Apply prompt engineering with Azure OpenAI Service Understand prompt engineering Write more effective prompts Provide context to improve accuracy 28 - Generate code with Azure OpenAI Service Construct code from natural language Complete code and assist the development process Fix bugs and improve your code 29 - Generate images with Azure OpenAI Service What is DALL-E? Explore DALL-E in Azure OpenAI Studio Use the Azure OpenAI REST API to consume DALL-E models 30 - Use your own data with Azure OpenAI Service Understand how to use your own data Add your own data source Chat with your model using your own data 31 - Fundamentals of Responsible Generative AI Plan a responsible generative AI solution Identify potential harms Measure potential harms Mitigate potential harms Operate a responsible generative AI solution

Go from Beginner to Super Advance Level in Machine Learning Algorithms using Python and Mathematical Insights

About this Training Course This 5 full-day course has been designed to develop skills in understanding the geometry and petrophysical characteristics of carbonate reservoirs. Depositional fabric, grain type and size and subsequent diagenetic modifications are the major controls on carbonate reservoir behaviour. The complex inter-relationship of the depositional and burial history can be unravelled to allow prediction of reservoir facies and reconstruction of three-dimensional reservoir models. This course will demonstrate the value of the reservoir model in volumetric assessment and development of carbonate reservoirs. *Previous knowledge of carbonate sedimentology is not required. Course Content in Summary: Carbonate reservoirs: Basic principles; depositional concepts; grain types; textures and fabrics; environmental reconstruction. The reservoir model - depositional and diagenetic characteristics: Sabkha/tidal flat; lagoon; shelf; reef (rudist and coral/algal); barrier/shoal; slope and redeposited; aeolian and lacustrine; karst plays. Carbonate diagenesis: Primary and secondary porosity; compaction; pressure solution; cementation; dolomitisation; porosity generation and destruction; fractures. Carbonate sequence stratigraphy Log response in carbonate rocks: Gamma; sonic; neutron; density; FMS. Reservoir assessment: Fracture reservoirs; reservoir modelling; volumetric assessment in correlation and mapping; effects of capillary pressure; interface with engineering. Training Objectives By attending this course, participants will be able to: Understand carbonate depositional systems and controls. Recognise and model controls on reservoir quality and pore systems, including diagenesis and fracturing. Understand and apply carbonate seismic stratigraphy and sequence stratigraphy. Interpret log responses. Target Audience This course is intended for petroleum geologists, explorationists, petrophysicists, geophysicists and engineers involved with exploration of carbonate plays and development of carbonate reservoirs. Trainer Your expert course leader is a Director and Senior Consultant Geologist who has worked on various carbonate consultancy projects, conducted detailed sedimentological, sequence stratigraphic and diagenetic technical studies and delivered training programmes. He was formerly Managing Director of Robertson UK Limited and was responsible for the integration between different disciplines, recognition, and encouragement of technical innovation and research and development programmes across all oil and gas divisions in the company. He was also responsible for all aspects of the performance of the main Geological, Geophysical and Reservoir Engineering Services in the company. POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information post training support and fees applicable Accreditions And Affliations

Better Business Cases™ Foundation: Virtual In-House Training Better Business Cases™ is based on the Five Case Model - which is the UK government's best practice approach to structuring spending proposals and making effective business decisions. Using this best practice approach will allow organizations to reduce unnecessary spending and improve the decision-making process which gives you a greater chance of securing necessary funding and support for initiatives. The goal of the foundation course is to enable participants to work effectively with a team to develop a strong business case in their work environment. What You Will Learn At the end of this program, you will be able to: Describe the philosophy and the underlying rationale of the Five Case Model Identify different types of business case, their purpose, who is responsible for them Recognize when the different types are required in the development of a spending proposal Develop the business case in relation to other recognized and recommended best practices for programme and project management Overview of the Five Case Model Five key components of a business case and the order in which they are presented Three key stages in the development of a spending proposal Definition of a programme / project and the key differences between programmes and projects Purpose of a Business Justification Case (BJC) and in what circumstances it should be considered Purpose of a Strategic Outline Case (SOC) Purpose of an Outline Business Case (OBC) Purpose of a Full Business Case (FBC) Relationship between policies, strategies, programmes, and projects and their deliverables Developing the Strategic Case Purpose and core content of a Strategic Case Purpose of SMART robust spending objectives and the key objectives for spend: economy, efficiency, effectiveness, re-procurement, and statutory or regulatory compliance Four main categories of benefits criteria and the parties involved in their development Three key categories of risk Purpose of identifying constraints and dependencies Difference between direct and indirect benefits Developing the Economic Case Purpose and core content of an Economic Case Purpose of critical success factors and the key critical success factors based upon the Five Case Model Purpose of the long list options and how to generate options and undertake SWOT analysis Minimum of four short-list options, how they are derived, and what they should include (Reference Project / Public Sector Comparator [PSC]) Difference between the preferred way forward and the preferred option Purpose, objectives, key participants, and outputs of Workshop Stage 2 - identifying and assessing the options Rules that should be followed for the treatment of costs and benefits Key differences between economic appraisals and financial appraisals Factors considered when selecting the preferred option Developing the Commercial Case Purpose and core content of a Commercial Case Guiding principles when apportioning risk between the contractual parties Purpose of payment mechanisms Purpose of Step 9 in the development framework: Contracting for the deal Developing the Financial Case Purpose and core content of a Financial Case The financial statements required for all projects The possible impacts to consider Developing the Management Case Purpose and core content of a Management Case Purpose of a programme / project management strategy, framework, and plan Purpose of a change management strategy, framework, and plan Purpose of a benefits realization strategy, framework, and register / plan Purpose of a risk management strategy, framework and register / plan Purpose of a post programme / project evaluation strategy, framework, and plan

Strategic Thinking: In-House Training The goal of this course is to provide you with the building blocks and the motivation to develop the critical skill of strategic thinking. The participants will consider a four-part model that distinguishes strategic thinking from strategic planning and managing. With that understanding, you will investigate the critical components of strategic thinking and how to apply it effectively. What you Will Learn Define strategic thinking and distinguish it from strategic planning and management Explain a high-level approach to gaining strategic thinking skills Integrate other interpersonal skills, such as self-awareness, systems thinking, leadership, constructive conflict, and collaboration, into the fabric of strategic thinking skills Select appropriate techniques to apply strategic thinking in specific situations Recognize and emulate effective strategic thinking behaviors Getting Started Introductions Course structure Course goals and objectives Foundation Concepts Interactive event: Define Strategic Thinking (ST) Interactive event: Discuss relationship of ST with Strategic Planning, Management and Decision Making Strategic Level Framework - Tying it all together Strategic thinking attributes Strategic Thinking Critical Success Factors Strategic Thinking Critical Success Factors - 5-part model Strategic Thinking and the Organization Critical Success Factors Model applied to an organization Tools Introduction (5): Environmental, 5 Forces, SWOT, Value Proposition, Integral Theory of Worldview Video: Fog of War Strategic Thinking and the Individual Critical Success Factors Model applied to an individual Tools Introduction (5): Thinking Styles, Six Thinking Hats, Reverse Thinking, Systems Thinking, Integral Theory of Worldview Strategic Thinking at the Interpersonal and Team Levels Emotional Intelligence - Self Awareness and Working With Others Team Leadership and Trust Constructive Conflict as the Gateway to Collaboration Interactive event: Testing the Models - Challenge Perspective; What's Missing Applying the critical skill of Strategic Thinking Worldview: Team versus client Trusted Advisor Interactive event: Doing what is asked (Case study, wherein participants review the default case scenario prepared for this workshop and add specific details to make the scenario more relevant to their experiences / needs. Teams develop an action plan for applying ST concepts and techniques they have learned here to the situation, then compare and contrast results.)

Strategic Thinking (Virtual) The goal of this course is to provide you with the building blocks and the motivation to develop the critical skill of strategic thinking. The participants will consider a four-part model that distinguishes strategic thinking from strategic planning and managing. With that understanding, you will investigate the critical components of strategic thinking and how to apply it effectively. What You Will Learn You will learn how to: Define strategic thinking and distinguish it from strategic planning and management Explain a high-level approach to gaining strategic thinking skills Integrate other interpersonal skills, such as self-awareness, systems thinking, leadership, constructive conflict, and collaboration, into the fabric of strategic thinking skills Select appropriate techniques to apply strategic thinking in specific situations Recognize and emulate effective strategic thinking behaviors Getting Started Introductions Course structure Course goals and objectives Foundation Concepts Interactive event: Define Strategic Thinking (ST) Interactive event: Discuss relationship of ST with Strategic Planning, Management and Decision Making Strategic Level Framework - Tying it all together Strategic thinking attributes Strategic Thinking Critical Success Factors Strategic Thinking Critical Success Factors - 5-part model Strategic Thinking and the Organization Critical Success Factors Model applied to an organization Tools Introduction (5): Environmental, 5 Forces, SWOT, Value Proposition, Integral Theory of Worldview Video: Fog of War Strategic Thinking and the Individual Critical Success Factors Model applied to an individual Tools Introduction (5): Thinking Styles, Six Thinking Hats, Reverse Thinking, Systems Thinking, Integral Theory of Worldview Strategic Thinking at the Interpersonal and Team Levels Emotional Intelligence - Self Awareness and Working With Others Team Leadership and Trust Constructive Conflict as the Gateway to Collaboration Interactive event: Testing the Models - Challenge Perspective; What's Missing Applying the critical skill of Strategic Thinking Worldview: Team versus client Trusted Advisor Interactive event: Doing what is asked (Case study, wherein participants review the default case scenario prepared for this workshop and add specific details to make the scenario more relevant to their experiences / needs. Teams develop an action plan for applying ST concepts and techniques they have learned here to the situation, then compare and contrast results.)

Strategic Thinking: Virtual In-House Training The goal of this course is to provide you with the building blocks and the motivation to develop the critical skill of strategic thinking. The participants will consider a four-part model that distinguishes strategic thinking from strategic planning and managing. With that understanding, you will investigate the critical components of strategic thinking and how to apply it effectively. What you Will Learn Define strategic thinking and distinguish it from strategic planning and management Explain a high-level approach to gaining strategic thinking skills Integrate other interpersonal skills, such as self-awareness, systems thinking, leadership, constructive conflict, and collaboration, into the fabric of strategic thinking skills Select appropriate techniques to apply strategic thinking in specific situations Recognize and emulate effective strategic thinking behaviors Getting Started Introductions Course structure Course goals and objectives Foundation Concepts Interactive event: Define Strategic Thinking (ST) Interactive event: Discuss relationship of ST with Strategic Planning, Management and Decision Making Strategic Level Framework - Tying it all together Strategic thinking attributes Strategic Thinking Critical Success Factors Strategic Thinking Critical Success Factors - 5-part model Strategic Thinking and the Organization Critical Success Factors Model applied to an organization Tools Introduction (5): Environmental, 5 Forces, SWOT, Value Proposition, Integral Theory of Worldview Video: Fog of War Strategic Thinking and the Individual Critical Success Factors Model applied to an individual Tools Introduction (5): Thinking Styles, Six Thinking Hats, Reverse Thinking, Systems Thinking, Integral Theory of Worldview Strategic Thinking at the Interpersonal and Team Levels Emotional Intelligence - Self Awareness and Working With Others Team Leadership and Trust Constructive Conflict as the Gateway to Collaboration Interactive event: Testing the Models - Challenge Perspective; What's Missing Applying the critical skill of Strategic Thinking Worldview: Team versus client Trusted Advisor Interactive event: Doing what is asked (Case study, wherein participants review the default case scenario prepared for this workshop and add specific details to make the scenario more relevant to their experiences / needs. Teams develop an action plan for applying ST concepts and techniques they have learned here to the situation, then compare and contrast results.)

Duration 2 Days 12 CPD hours This course is intended for The target audience for the DevSecOps Foundation course are professionals including: Anyone involved or interested in learning about DevSecOps strategies and automation Anyone involved in Continuous Delivery toolchain architectures Compliance Team Business managers Delivery Staff DevOps Engineers IT Managers IT Security Professionals, Practitioners, and Managers Maintenance and support staff Managed Service Providers Project & Product Managers Quality Assurance Teams Release Managers Scrum Masters Site Reliability Engineers Software Engineers Testers Overview You will learn: The purpose, benefits, concepts, and vocabulary of DevSecOps How DevOps security practices differ from other security approaches Business-driven security strategies and Best Practices Understanding and applying data and security sciences Integrating corporate stakeholders into DevSecOps Practices Enhancing communication between Dev, Sec, and Ops teams How DevSecOps roles fit with a DevOps culture and organization In this course, students will gain a solid understanding of how DevSecOps provides business value, enhancing your business opportunities, and improving corporate value. The core DevSecOps principles taught can support an organizational transformation, increase productivity, reduce risk, and optimize resource usage. This course explains how DevOps security practices differ from other approaches then delivers the education needed to apply changes to your organization. Participants learn the purpose, benefits, concepts, vocabulary and applications of DevSecOps. Most importantly, students learn how DevSecOps roles fit with a DevOps culture and organization. At the course?s end, participants will understand ?security as code? to make security and compliance value consumable as a service. This course prepares you for the DevSecOps Foundation (DSOF) certification. Realizing DevSecOps Outcomes Origins of DevOps Evolution of DevSecOps CALMS The Three Ways Defining the Cyberthreat Landscape What is the Cyber Threat Landscape? What is the threat? What do we protect from? What do we protect, and why? How do I talk to security? Building a Responsive DevSecOps Model Demonstrate Model Technical, business and human outcomes What?s being measured? Gating and thresholding Integrating DevSecOps Stakeholders The DevSecOps State of Mind The DevSecOps Stakeholders What?s at stake for who? Participating in the DevSecOps model Establishing DevSecOps Best Practices Start where you are Integrating people, process and technology and governance DevSecOps operating model Communication practices and boundaries Focusing on outcomes Best Practices to get Started The Three Ways Identifying target states Value stream-centric thinking DevOps Pipelines and Continuous Compliance The goal of a DevOps pipeline Why continuous compliance is important Archetypes and reference architectures Coordinating DevOps Pipeline construction DevSecOps tool categories, types and examples Learning Using Outcomes Security Training Options Training as Policy Experiential Learning Cross-Skilling The DevSecOps Collective Body of Knowledge Preparing for the DevSecOps Foundation certification exam Additional course details: Nexus Humans DevSecOps Foundation (DevOps Institute) 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 DevSecOps Foundation (DevOps Institute) 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.

Building High Performance Project Teams: On-Demand This course pulls together the most current and popular theories and writings on this complex topic and presents this amalgamated view in a highly interactive workshop and activity-based approach. Students will understand and have the skills required to build and participate in high-performance project teams and will possess the insight to proactively affect change within their respective organizations by guiding the existing culture to one that promotes high performance. What You Will Learn At the end of this program, you will be able to: Define a team and describe the optimum team size for effective performance Describe characteristics and guiding behaviors of high-performance teams Describe the major elements of each development stage in two distinct models Recognize cultural barriers in achieving high performance List the attributes of a high-performing corporate culture Assess your own corporate culture Discuss corporate leadership as a factor in building high-performance project teams Describe the three A's of selecting team members State three leadership responsibilities Describe leadership responsibilities, styles, and roles List and describe the eight components of the team charter model for building high-performance teams Foundation Concepts The Nature of Teams Characteristics of High-Performance Teams Understanding Team Development Stages of Team Development - Model 1 Stages of Team Development - Model 2 Designing a High-Performance Culture Corporate Cultures Corporate Leadership Establishing the Attributes of High Performance Choosing the Right People Team Effectiveness Team Leadership The Team Charter Model