Duration 5 Days 30 CPD hours This course is intended for Data Warehouse AdministratorDatabase Administrators Overview Use the Oracle Database tuning methodology appropriate to the available toolsUtilize database advisors to proactively tune an Oracle Database InstanceUse the tools based on the Automatic Workload Repository to tune the databaseDiagnose and tune common SQL related performance problemsDiagnose and tune common Instance related performance problemsUse Enterprise Manager performance-related pages to monitor an Oracle DatabaseGain an understanding of the Oracle Database Cloud Service In the Oracle Database 12c: Performance Management and Tuning course, learn about the performance analysis and tuning tasks expected of a DBA: proactive management through built-in performance analysis features and tools, diagnosis and tuning of the Oracle Database instance components, and diagnosis and tuning of SQL-related performance issues. In this course, you will be introduced to Oracle Database Cloud Service. Introduction Course Objectives Course Organization Course Agenda Topics Not Included in the Course Who Tunes? What Does the DBA Tune? How to Tune Tuning Methodology Basic Tuning Diagnostics Performance Tuning Diagnostics Performance Tuning Tools Tuning Objectives Top Timed Events DB Time CPU and Wait Time Tuning Dimensions Time Model Dynamic Performance Views Using Automatic Workload Repository Automatic Workload Repository Overview Automatic Workload Repository Data Enterprise Manager Cloud Control and AWR Snapshots Reports Compare Periods Defining the Scope of Performance Issues Defining the Problem Limiting the Scope Setting the Priority Top SQL Reports Common Tuning Problems Tuning During the Life Cycle ADDM Tuning Session Performance Versus Business Requirements Using Metrics and Alerts Metrics and Alerts Overview Limitation of Base Statistics Benefits of Metrics Viewing Metric History Information Viewing Histograms Server-Generated Alerts Setting Thresholds Metrics and Alerts Views Using Baselines Comparative Performance Analysis with AWR Baselines Automatic Workload Repository Baselines Moving Window Baseline Baselines in Performance Page Settings Baseline Templates AWR Baseslines Creating AWR Baselines Managing Baselines with PL/SQL Using AWR-Based Tools Automatic Maintenance Tasks ADDM Performance Monitoring Using Compare Periods ADDM Active Session History New or Enhanced Automatic Workload Repository Views Emergency Monitoring Real-time ADDM Real-Time Database Operation Monitoring Overview Use Cases Defining a Database Operation Scope of a Composite Database Operation Database Operation Concepts Identifying a Database Operation Enabling Monitoring of Database Operations Identifying, Starting, and Completing a Database Operation Monitoring Applications What is a Service? Service Attributes Service Types Creating Services Managing Services in a Single-Instance Environment Where are Services Used? Using Services with Client Applications Services and Pluggable Databases Identifying Problem SQL Statements SQL Statement Processing Phases Role of the Oracle Optimizer Identifying Bad SQL Top SQL Reports SQL Monitoring What is an Execution Plan? Methods for Viewing Execution Plans Uses of Execution Plans Influencing the Optimizer Functions of the Query Optimizer Selectivity Cardinality and Cost Changing Optimizer Behavior Optimizer Statistics Extended Statistics Controlling the Behavior of the Optimizer with Parameters Enabling Query Optimizer Features Reducing the Cost of SQL Operations Reducing the Cost Index Maintenance SQL Access Advisor Table Maintenance for Performance Table Reorganization Methods Space Management Extent Management Data Storage Using SQL Performance Analyzer Real Application Testing: Overview Real Application Testing: Use Cases SQL Performance Analyzer: Process Capturing the SQL Workload Creating a SQL Performance Analyzer Task SQL Performance Analyzer: Tasks Parameter Change SQL Performance Analyzer Task Page SQL Performance Management Maintaining SQL Performance Maintaining Optimizer Statistics Automated Maintenance Tasks Statistic Gathering Options Setting Statistic Preferences Restore Statistics Deferred Statistics Publishing Automatic SQL Tuning Using Database Replay Using Database Replay The Big Picture System Architecture Capture Considerations Replay Considerations: Preparation Replay Considerations Replay Options Replay Analysis Tuning the Shared Pool Shared Pool Architecture Shared Pool Operation The Library Cache Latch and Mutex Diagnostic Tools for Tuning the Shared Pool Avoiding Hard Parses Reducing the Cost of Soft Parses Sizing the Shared Pool Tuning the Buffer Cache Oracle Database Architecture: Buffer Cache Buffer Cache: Highlights Database Buffers Buffer Hash Table for Lookups Working Sets Buffer Cache Tuning Goals and Techniques Buffer Cache Performance Symptoms Buffer Cache Performance Solutions Tuning PGA and Temporary Space SQL Memory Usage Performance Impact Automatic PGA Memory SQL Memory Manager Configuring Automatic PGA Memory Setting PGA_AGGREGATE_TARGET Initially Limiting the size of the Program Global Area (PGA) SQL Memory Usage Automatic Memory Oracle Database Architecture Dynamic SGA Granule Memory Advisories Manually Adding Granules to Components Increasing the Size of an SGA Component Automatic Shared Memory Management: Overview SGA Sizing Parameters: Overview Performance Tuning Summary with Waits Commonly Observed Wait Events Additional Statistics Top 10 Mistakes Found in Customer Systems Symptoms Oracle Database Cloud Service: Overview Database as a Service Architecture, Features and Tooling Software Editions: Included Database Options and Management Packs Accessing the Oracle Database Cloud Service Console Automated Database Provisioning Managing the Compute Node Associated With a Database Deployment Managing Network Access to Database as a Service Scaling a Database Deployment Performance Management in the Database Cloud Environment Performance Monitoring and Tuning What Can be Tuned in a DBCS Environment?
Explore advanced techniques in Exotic Animal Care with our Level 3 course. Gain in-depth knowledge of veterinary practices, nutrition, and specialized care for a variety of exotic species. Elevate your skills and become a sought-after professional in the field of exotic animal health. Enroll now for a comprehensive and hands-on learning experience.
Elevate your business with strategic social media marketing! Learn effective management techniques to boost brand visibility, engage your target audience, and drive growth. Discover the latest trends, tools, and tactics for successful social media campaigns. Unlock the power of digital presence for business success through our comprehensive Social Media Marketing for Business Management guide.
Explore the transformative world of Play Therapy, a unique and evidence-based approach to counseling for children and adults alike. Discover how therapeutic play techniques foster communication, emotional expression, and healing in a safe and engaging environment. Uncover the power of play as a tool for self-discovery and growth in the realm of mental health and well-being.
Duration 4 Days 24 CPD hours This course is intended for This course is geared for experienced skilled Java developers, software developers, data scientists, machine learning experts or others who wish to transtion their coding skills to Scala, learning how to code in Scala and apply it in a practical way. This is not a basic class. Overview Working in a hands-on learning environment led by our expert instructor you'll: Get comfortable with Scala's core principles and unique features, helping you navigate the language confidently and boosting your programming skills. Discover the power of functional programming and learn techniques that will make your code more efficient, maintainable, and enjoyable to write. Become proficient in creating dynamic web applications using the Play Framework, and easily connect to databases with the user-friendly Slick library. Master concurrency programming with Akka, empowering you to build scalable and fault-tolerant applications that excel in performance. Enhance your testing skills using ScalaTest and ScalaCheck, ensuring the reliability and quality of your Scala applications, while having fun in the process. Explore the fascinating world of generative AI and GPT technologies, and learn how to integrate them into your projects, adding a touch of innovation and intelligence to your Scala solutions. If your team requires different topics, additional skills or a custom approach, our team will collaborate with you to adjust the course to focus on your specific learning objectives and goals. Discover the power of Scala programming in our comprehensive, hands-on technical training course designed specifically for experienced object-oriented (OO) developers. Scala is a versatile programming language that combines the best of both OO and functional programming paradigms, making it ideal for a wide range of projects, from web applications to big data processing and machine learning. By mastering Scala, you'll be able to develop more efficient, scalable, and maintainable applications. Fast Track to Scala Programming for OO / Java Developers is a four day hands-on course covers the core principles of Scala, functional programming, web application development, database connectivity, concurrency programming, testing, and interoperability between Scala and Java. Additionally, you'll explore cutting-edge generative AI and GPT technologies, learning how to integrate them into your Scala applications for intelligent suggestions or automation. Throughout the course you?ll explore the latest tools and best practices in the Scala ecosystem, gaining valuable knowledge and experience that can be directly applied to your day-to-day work. With 50% of the course content dedicated to hands-on labs, you'll gain practical experience applying the concepts you've learned across various projects, such as building functional web applications, connecting to databases, designing modular components, and implementing concurrency. Upon completing the course, you'll have a solid understanding of the language and its features, empowering you to confidently apply your new skills in data science and machine learning projects. You'll exit well-prepared to create efficient, scalable, and maintainable Scala applications, regardless of the complexity of your projects. Introduction to Scala Scala features and benefits Comparing Scala with Java and other OO languages Installing Scala and setting up the development environment Object-Oriented Programming in Scala Classes and objects Traits, mixins, and inheritance Companion objects and factories Encapsulation and polymorphism Functional Programming Basics Pure functions and referential transparency Higher-order functions and currying Immutability and persistent data structures Pattern matching and recursion Having Fun with Functional Data Structures Lists, sets, and maps in Scala Folding and reducing operations Stream processing and lazy evaluation For-comprehensions Building Web Applications in Functional Style Introduction to Play Framework Functional web routing and request handling JSON handling with Play-JSON Middleware and functional composition Connecting to a Database Introduction to Slick library Database configuration and setup Querying and updating with Slick Transactions and error handling Building Scalable and Extensible Components Modular architecture and design patterns Dependency injection with MacWire Type classes and type-level programming Implicit parameters and conversions Concurrency Programming & Akka Introduction to Akka framework and Actor model Actor systems and message passing Futures and Promises Supervision and fault tolerance Building Confidence with Testing Introduction to ScalaTest and ScalaCheck Unit testing and property-based testing Test-driven development in Scala Mocking and integration testing Interoperability between Scala and Java Calling Java code from Scala Using Java libraries in Scala projects Converting Java collections to Scala collections Writing Scala code that can be called from Java Using Generative AI and GPT Technologies in Scala Programming Overview of GPT and generative AI Integrating GPT with Scala applications Use cases and practical examples Additional course details: Nexus Humans Fast Track to Scala Programming Essentials for OO / Java Developers (TTSCL2104) 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 Fast Track to Scala Programming Essentials for OO / Java Developers (TTSCL2104) 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 This in an intermediate and beyond-level course is geared for experienced Python developers looking to delve into the exciting field of Natural Language Processing. It is ideally suited for roles such as data analysts, data scientists, machine learning engineers, or anyone working with text data and seeking to extract valuable insights from it. If you're in a role where you're tasked with analyzing customer sentiment, building chatbots, or dealing with large volumes of text data, this course will provide you with practical, hands on skills that you can apply right away. 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: Master the fundamentals of Natural Language Processing (NLP) and understand how it can help in making sense of text data for valuable insights. Develop the ability to transform raw text into a structured format that machines can understand and analyze. Discover how to collect data from the web and navigate through semi-structured data, opening up a wealth of data sources for your projects. Learn how to implement sentiment analysis and topic modeling to extract meaning from text data and identify trends. Gain proficiency in applying machine learning and deep learning techniques to text data for tasks such as classification and prediction. Learn to analyze text sentiment, train emotion detectors, and interpret the results, providing a way to gauge public opinion or understand customer feedback. The Hands-on Natural Language Processing (NLP) Boot Camp is an immersive, three-day course that serves as your guide to building machines that can read and interpret human language. NLP is a unique interdisciplinary field, blending computational linguistics with artificial intelligence to help machines understand, interpret, and generate human language. In an increasingly data-driven world, NLP skills provide a competitive edge, enabling the development of sophisticated projects such as voice assistants, text analyzers, chatbots, and so much more. Our comprehensive curriculum covers a broad spectrum of NLP topics. Beginning with an introduction to NLP and feature extraction, the course moves to the hands-on development of text classifiers, exploration of web scraping and APIs, before delving into topic modeling, vector representations, text manipulation, and sentiment analysis. Half of your time is dedicated to hands-on labs, where you'll experience the practical application of your knowledge, from creating pipelines and text classifiers to web scraping and analyzing sentiment. These labs serve as a microcosm of real-world scenarios, equipping you with the skills to efficiently process and analyze text data. Time permitting, you?ll also explore modern tools like Python libraries, the OpenAI GPT-3 API, and TensorFlow, using them in a series of engaging exercises. By the end of the course, you'll have a well-rounded understanding of NLP, and will leave equipped with the practical skills and insights that you can immediately put to use, helping your organization gain valuable insights from text data, streamline business processes, and improve user interactions with automated text-based systems. You?ll be able to process and analyze text data effectively, implement advanced text representations, apply machine learning algorithms for text data, and build simple chatbots. Launch into the Universe of Natural Language Processing The journey begins: Unravel the layers of NLP Navigating through the history of NLP Merging paths: Text Analytics and NLP Decoding language: Word Sense Disambiguation and Sentence Boundary Detection First steps towards an NLP Project Unleashing the Power of Feature Extraction Dive into the vast ocean of Data Types Purification process: Cleaning Text Data Excavating knowledge: Extracting features from Texts Drawing connections: Finding Text Similarity through Feature Extraction Engineer Your Text Classifier The new era of Machine Learning and Supervised Learning Architecting a Text Classifier Constructing efficient workflows: Building Pipelines for NLP Projects Ensuring continuity: Saving and Loading Models Master the Art of Web Scraping and API Usage Stepping into the digital world: Introduction to Web Scraping and APIs The great heist: Collecting Data by Scraping Web Pages Navigating through the maze of Semi-Structured Data Unearth Hidden Themes with Topic Modeling Embark on the path of Topic Discovery Decoding algorithms: Understanding Topic-Modeling Algorithms Dialing the right numbers: Key Input Parameters for LSA Topic Modeling Tackling complexity with Hierarchical Dirichlet Process (HDP) Delving Deep into Vector Representations The Geometry of Language: Introduction to Vectors in NLP Text Manipulation: Generation and Summarization Playing the creator: Generating Text with Markov Chains Distilling knowledge: Understanding Text Summarization and Key Input Parameters for TextRank Peering into the future: Recent Developments in Text Generation and Summarization Solving real-world problems: Addressing Challenges in Extractive Summarization Riding the Wave of Sentiment Analysis Unveiling emotions: Introduction to Sentiment Analysis Tools Demystifying the Textblob library Preparing the canvas: Understanding Data for Sentiment Analysis Training your own emotion detectors: Building Sentiment Models Optional: Capstone Project Apply the skills learned throughout the course. Define the problem and gather the data. Conduct exploratory data analysis for text data. Carry out preprocessing and feature extraction. Select and train a model. ? Evaluate the model and interpret the results. Bonus Chapter: Generative AI and NLP Introduction to Generative AI and its role in NLP. Overview of Generative Pretrained Transformer (GPT) models. Using GPT models for text generation and completion. Applying GPT models for improving autocomplete features. Use cases of GPT in question answering systems and chatbots. Bonus Chapter: Advanced Applications of NLP with GPT Fine-tuning GPT models for specific NLP tasks. Using GPT for sentiment analysis and text classification. Role of GPT in Named Entity Recognition (NER). Application of GPT in developing advanced chatbots. Ethics and limitations of GPT and generative AI technologies.
Challenge yourself and transform your practice with the Mastering Inversions & Arm Balances Training. This training is your gateway to self-development and stress management through skill-building that’s both exciting and manageable. With a low-effort, self-paced approach, the Mastering Inversions & Arm Balances Training makes advanced poses accessible without overwhelm or rush. Description Unlock new dimensions in your yoga practice with the Mastering Inversions & Arm Balances Training. This training is designed to guide you through exciting challenges while keeping stress management and self-development front and center. With flexibility at its core, the Mastering Inversions & Arm Balances Training allows you to progress steadily at your own pace. Embrace the journey and experience the thrill of mastering balance and strength in a supportive and low-pressure training environment. Benefits Develop strength and confidence with the Mastering Inversions & Arm Balances Training. Manage stress effectively through focused, mindful practice included in this training. Enjoy a training format that is low-effort and entirely self-paced. Advance your self-development with a unique focus on inversions and arm balances. Maximize value with training designed to offer practical skills and stress relief. Feel empowered as you progress in the Mastering Inversions & Arm Balances Training without pressure. Join a community of learners committed to growth and wellbeing through this training. FAQ Q: Is prior experience required for the Mastering Inversions & Arm Balances Training? A: Some familiarity with yoga is helpful, but the training is designed to guide you safely regardless of experience. Q: How flexible is the training schedule? A: The training is self-paced and low-effort, designed to fit your lifestyle. Q: Does this training help with stress management? A: Yes, mindfulness and stress relief techniques are integrated throughout the training. Q: Will I need special equipment? A: No special equipment is required to participate in this training. Q: Is the training delivered online? A: Yes, the entire Mastering Inversions & Arm Balances Training is available online. Q: What if I progress slowly? A: The self-paced nature ensures you can take your time and feel confident throughout. N:B: This is not a Naked Yoga Course.
Immerse yourself in the tradition of Ashtanga with the Ashtanga Primary Series: Guided Practice Training. This training is designed to foster self-development and promote stress management through a structured yet flexible approach. With a low-effort, self-paced design, the Ashtanga Primary Series: Guided Practice Training offers tremendous value for those eager to deepen their practice mindfully and effectively. Description The Ashtanga Primary Series: Guided Practice Training invites you to explore the foundational series with guidance tailored to your rhythm. This training balances self-development goals and stress relief with an accessible, low-effort approach. You can progress through the training at your own pace, making it ideal for anyone wanting a comprehensive, guided practice without feeling rushed. The Ashtanga Primary Series: Guided Practice Training supports you in embracing growth, resilience, and calm, all within a value-packed experience. Benefits Build a steady practice with the Ashtanga Primary Series: Guided Practice Training. Experience stress management techniques embedded in this thoughtful training. Follow a self-paced, low-effort format that fits your lifestyle perfectly. Enhance your self-development with a traditional practice approach. Gain value with accessible training designed for lasting impact. Enjoy flexible guidance to progress confidently at your own speed. Connect with the Ashtanga tradition while prioritizing your wellbeing. FAQ Q: Is the Ashtanga Primary Series: Guided Practice Training good for beginners? A: Yes, this training welcomes all levels, providing guided practice to support steady progress. Q: How much time do I need to dedicate? A: The training is designed to be low-effort and self-paced, accommodating your schedule. Q: Will this training help with stress? A: Stress management is a key component of the Ashtanga Primary Series: Guided Practice Training. Q: Do I need any special equipment? A: No special equipment is necessary for this training. Q: Is the training available online? A: Yes, the full training is accessible online. Q: What if I need more time to complete the training? A: The self-paced nature allows you to take the time you need without pressure. N:B: This is not a Naked Yoga Course.
Start your wellness journey with the Introduction to Hatha Yoga Training, a perfect blend of self-development and stress management. This training offers a low-effort, self-paced format designed to fit comfortably into your daily life. The Introduction to Hatha Yoga Training invites you to explore yoga at your own rhythm, making lasting wellbeing accessible without pressure or overwhelm. Description The Introduction to Hatha Yoga Training provides a welcoming space to deepen your connection to body and mind. This training balances self-development goals with practical stress management techniques, all within a flexible, low-effort structure. Progress at your own pace and enjoy the benefits of a course that prioritizes your unique journey. The Introduction to Hatha Yoga Training ensures you get excellent value while cultivating calm and resilience through mindful practice. Benefits Enhance your self-development with the Introduction to Hatha Yoga Training. Manage stress effectively through gentle, mindful practice embedded in this training. Enjoy a low-effort, self-paced training designed to fit your lifestyle seamlessly. Build a solid foundation for lasting wellbeing and inner calm. Get excellent value for money with a course designed for real results. Progress confidently at your own pace with the flexible Introduction to Hatha Yoga Training. Join a supportive training that helps you thrive physically and mentally. FAQ Q: Is the Introduction to Hatha Yoga Training suitable for beginners? A: Yes, this training welcomes all levels and is especially great for those new to yoga. Q: How much time do I need to commit? A: The training is self-paced and low-effort, so you can adapt it to your schedule. Q: Will this training help me manage stress? A: Yes, stress management is a core focus of the Introduction to Hatha Yoga Training. Q: Do I need any special equipment? A: No special equipment is required for this training. Q: Is the training available online? A: Yes, the full Introduction to Hatha Yoga Training is accessible online. Q: What if I progress slowly? A: The self-paced format allows you to move at your own comfortable pace. N:B: This is not a Naked Yoga Course.
Discover the amazing features this tool has to offer in combining, collating and editing documents and the forms, markups and redaction techniques available. Duration 1 day (6.5 hours) Overview This Adobe Acrobat course looks at the powerful features of the tool quite often overlooked. The course requires the use of either the Standard or Professional versions of Acrobat as the free Acrobat Reader only has limited functionality. Learn how to combine documents into a single file, edit and mark up PDFs, compare documents, redact data from documents and create fillable forms. Objectives By the end of the course you will be able to: Create PDFs from other tools Set security Collate and combine files into a single PDF Edit PDF files Complete and sign documents Create fillable forms Mark up PDF documents Compare files Redact data Content Creating PDFs Building PDF documents from Word, Excel and PowerPoint Setting PDF options for print, image quality and security Working in Acrobat Home, Tools and Document Views Using the Navigation Panel and Pane Floating toolbar and Contextual menus Collating and Combining Files Combining multiple files into a single PDF Adding extra files Deleting pages and reorganising pages Editing Files Editing text and graphics Adding text and images Adding headers and footers, watermarks and backgrounds Adding Links Adding manual links Automatic links Completing and signing documents Using fill and sign to complete forms Adding signatures Creating Fillable and Signable Forms Prepare a form Autodetect fillable fields Add manual fillable fields Adding drop downs, check boxes, etc. Naming fields Setting field properties Previewing the form Marking Up Documents Marking up changes Using sticky notes Using the highlighter pen Adding stamps Attaching documents and audio Replying to comments Comparing Files Selecting settings Comparison report Reviewing differences Using the changes pane Redacting Data (Acrobat Professional only) Setting redaction options Redacting chosen text Searching and redacting words, phrases or patterns Redacting whole pages Applying redaction