347 Scala courses

Duration 3 Days 18 CPD hours This course is intended for The primary audience for this course is an IT, facilities or data centre operations professional working in and around the data centre and having the responsibility to achieve and improve high-availability and manageability of the data centre. Overview After completion of the course the participant will be able to:? Understand the design life cycle of data centres and the stages involved? Discuss the data centre requirements in great level of detail with vendors, suppliers and contractors to ensure that these requirements are met? Validate design plans, quotes and offers proposed by vendors/contractors? Understand redundancy levels for both the data centre design/setup and maintenance? Understand the various building considerations such as bullet proofing, mitigation of seismic activity, fire ratings and thermal stability? Understand how to install a raised floor that meets requirements, avoiding misalignment, level differences and leakage? Understand how to read a Single Line Electrical Diagram to identify and avoid the most common design issues? Choose the correct UPS and parallel configuration, learn and avoid classic parallel installation mistakes? Understand how to calculate battery banks, validate offered configurations to ensure they meet requirements? Understand what distance to keep to avoid EMF issues for human safety and equipment disturbances? Understand the fundamental cooling setup, CFM, Delta-T and other important factors? Understand contamination factors and limitations? Understand full details of fire suppression options, how to calculate gas content and verify installations? Understand how to measure data centre energy efficiency and how to improve it The course will bring participants to the level of a suitable sparring partner with suppliers. They will be able to verify offers provided by vendors for correctness, effectiveness and efficiency. DATA CENTRE DESIGN/LIFE CYCLE OVERVIEW * Overview of the phases of a data centre life cycle Planning, re-alignment and continuous improvement STANDARDS AND RATING LEVEL DEFINITIONS * Rating level history Difference between Uptime and TIA-942 Rating level definitions Redundancy options (N+1), 2N, 2(N+1) Concurrent Maintainability/Compartmentalisation Example configurations Substation and feed requirements Maintenance options Operational processes guidelines/standards Skill development BUILDING CONSIDERATIONS * Building location considerations Floor and hanging loads requirements Fire rating for walls and glass Blast protection Bullet proofing Forced entry protection ADVANCED RAISED FLOOR & SUSPENDED CEILING * Raised floor installation guidelines Techniques to install a proper and leveled raised access floor Common mistakes Choosing the right tiles and their locations Seismic-mitigating floor constructions Choosing the correct suspended ceiling ADVANCED POWER * Power infrastructure layout; Formulas which you should know for the data centre Single Line Electrical diagrams; how to read to ensure key components are present for protection Over current protection devices (MCB/MCCB/VCB/ACB/Fuses) definitions and what to use where Earth Leakage devices (RCB/RCD/ELCB/GFCI/ALCI/RCBO), definitions and what to use where Sizing of protective components Lightning strikes and surge protection devices (TVSS/SPD), how they operate, where to use and how to install Power cabling and cable run considerations PDU/DB setup and minimum requirements Generators; Generator types: Standy/Prime/Continuous Component make up and functions Fuel storage and calculation Paralleling of gen-sets Generator room/area requirements UPS Systems; Required specifications for UPS systems How to read data sheets and select the correct UPS Requirements for parallel configurations and avoid pitfalls such as single point of failures How parallel installation should be done, classic mistakes made by installers and how to avoid these Harmonic Filters; Active/Passive filters and their application Battery Banks; Battery bank terminology Designing battery banks, how to calculate, and double check the battery bank to be installed Battery charging pitfalls and ensuring the right charger is being installed and used Using parallel battery banks; how to properly install them, limitations and risks when using batteries in parallel How to test batteries correctly and make decisions on cell/block or string replacement Battery casing choices; ABS, V0, V1, V2 Alternative energy storage; flywheel, re-usable cell, compressed air UPS, etc. ADVANCED ELECTRO MAGNETIC FIELDS * Sources of EMF Difference between single, three phase and bus-bar EMF Options available to measure EMF and how to interpret the results from single-axes and composite measurements Guidance on safe distance for equipment and humans Calculation of EMF attenuation factor for shielding material permeability and saturation factors ADVANCED COOLING * Important definitions; dry-bulb, wet-bulb, dew-point, RH, sensible and latent heat Psychometric chart and ASHRAE recommendations Environmental class definitions and thermal specifications Temperature/humidity measurements guideline Heat dissipation methods Altitude impact on temperature intake to ICT equipment Floor plan setup for effective cooling Differences in tile surface and supporting structure and the air-flow performance impact Rack door construction and the flow performance impact Equipment Delta-T and its impact Optimising air flow Thermal units conversions Calculations for air volume displacement (CFM/CMH) Cooling capacity calculations Air-conditioning selection De- / humidifying options Air conditioning efficiency SHR impact on cost saving Efficiency indicator New cooling principle and techniques (Submerged, VSD/VRF/ECF/water- and air side economisers) Redundancy guidelines for air-conditioners avoiding classic misconceptions and mistakes for meeting ANSI/TIA-942 compliant designs Installation requirements Connections to fire panel and EPO Commissioning of air conditioners Set points and calibration CFD (Computational Fluid Dynamics) ADVANCED FIRE PROTECTION * The fire triangle and elements to stop a fire Detection systems in detail (VESDA, VIEW, smoke sensors) Considerations for installation of sensors Proper testing of smoke sensors Water based systems i.e. deluge, wet-pipe, dry-pipe, pre-action and why most of them don't work and how to detect this Details on Inert and Halocarbon systems and how to select the correct system for your data centre How to calculate the gas content ensuring the appropriate level is installed to suppress the fire including safety considerations Other requirements for gas systems such as release times, hold times, pipe install requirements and other important factors Requirements for the fire detection panel Installation verification, methods, what to check and how New advanced fire suppression technologies DESIGN AND INSTALL SCALABLE NETWORKING CABLING SYSTEM * ANSI/TIA942 cabling structure topology ToR, EoR Design Intelligent patching systems Installation best practice such as routing, bending radius, separation from power, containment fill ratio, fiber link loss calculator, bonding and grounding requirement Standard for telecommunications labeling and administration ENVIRONMENTAL SPECIFICATIONS AND CONTAMINATION CONTROL * Acoustic noise effects, regulations, specifications and limits Data centre contaminations and classifications Measurements, standards and limits Preventive measures and avoidance DATA CENTRE EFFICIENCY * Business drivers to go Green High-availability or Green? Green guidelines and standards How to measure it and what are acceptable numbers compared to the general industry PUE classes defined by Green Grid and issues with PUE Techniques for saving energy in all parts of the data centre i.e. application/system level, cooling, power distribution MOCK EXAM EXAM: CERTIFIED DATA CENTRE SPECIALIST

Duration 2 Days 12 CPD hours This course is intended for The primary audience for this course is any IT, facilities or data centre professional who works in and around the data centre and who has the responsibility to achieve and improve the availability and manageability of the data centre. Overview After completion of the course the participant will be able to:? Choose an optimum site for mission-critical data centre based on current and future needs? Describe all components that are important for high availability in a data centre and how to effectively setup the data centre? Name and apply the various industry standards? Describe the various technologies for UPS, fire suppression, cooling, monitoring systems, cabling standards, etc, and to select and apply them effectively to cost-efficiently enhance the high-availability of the data centre.? Review the electrical distribution system to avoid costly downtime? Enhance cooling capabilities and efficiency in the data centre by using existing and new techniques and technologies for the increased cooling requirements of the future? Design a highly reliable and scalable network architecture and learn how to ensure installers apply proper testing techniques? Create effective maintenance contracts with equipment suppliers ensuring the best return on investment? Setup effective data centre monitoring ensuring the right people get the right message? Ensure proper security measures, both procedural and technical, are established to safeguard your company's valuable information in the data centre The course will address how to setup and improve key aspects such as power, cooling, security, cabling, safety, etc., to ensure a high available data centre. It will also address key operations and maintenance aspects. THE DATA CENTRE, IT?S IMPORTANCE AND CAUSES FOR DOWNTIME DATA CENTRE STANDARDS AND BEST PRACTICES DATA CENTRE LOCATION, BUILDING AND CONSTRUCTION * Selecting appropriate sites and buildings and how to avoid pitfalls Various components of an effective data centre and supporting facilities setup RAISED FLOOR/SUSPENDED CEILING * Uniform, concentrated and rolling load definitions Applicable standards Raised Floor guidelines Signal Reference Grid, grounding of racks Disability act and regulations Suspended ceiling usage and requirements LIGHT * Standards Light fixture types and placement Emergency lighting, Emergency Power Supply (EPS) POWER INFRASTRUCTURE * Power infrastructure layout from generation to rack level ATS and STS systems Redundancy levels and techniques Three-phase and single-phase usage Power distribution options within the computer room Power cabling versus bus bar trunking Bonding versus grounding Common Mode Noise and isolation transformers Distribution boards, form factors and IP-protection grades Power quality guidelines Real power versus apparent power How to size and calculate load in the data centre Generators Static and dynamic UPS systems, selection criteria, how they operate and energy efficiency option Battery types, correct selection and testing Thermo-graphics ELECTRO MAGNETIC FIELDS * Electrical fields and magnetic fields definitions and units of measurements Sources of EMF Effects of EMF on human health and equipment (H)EMP Standards EMF shielding solutions EQUIPMENT RACKS * Rack standards, properties and selection criteria Security considerations Power rail/strip options COOLING INFRASTRUCTURE * Temperature and humidity recommendations Cooling measurement units and conversion rates Sensible and latent heat definitions Differences between comfort and precision cooling Overview of different air conditioner technologies Raised floor versus non-raised floor cooling Placement of air conditioner units and limitations to be observed Supplemental cooling options Cold aisle/hot aisle containment WATER SUPPLY * Importance of water supply and application areas Backup water supply techniques DESIGNING A SCALABLE NETWORK INFRASTRUCTURE * The importance of a Structured Cabling System Planning considerations Copper and Fiber cable technology and standards ANSI/TIA-942 Cabling hierarchy and recommendations Testing and verification SAN storage cabling Network redundancy Building-to-building connectivity Network monitoring system requirements FIRE SUPPRESSION * Standards for fire suppression Detection systems Various total flooding fire suppression techniques and systems, their benefits and disadvantages Handheld extinguishers Signage and safety Regulatory requirements and best practices DATA CENTRE MONITORING * Data centre monitoring requirements EMS versus BMS Water leak detection systems Notification options and considerations OPERATIONAL SECURITY AND SAFETY PRACTICES * Data centre security layers Physical, infrastructure and organisational security Safety measures and essential signage LABELLING * Choosing a labelling scheme Recommended labelling practices Network labelling DOCUMENTATION * How to setup proper documentation Document management policies and procedures CLEANING * Cleaning practices for the data centre MTBF/MTTR * Standards and definitions Calculation models The ?real? value MAINTENANCE CONTRACTS/SLA/OLA EXAM: CERTIFIED DATA CENTRE PROFESSIONAL ADDITIONAL COURSE DETAILS: Nexus Humans Certified Data Centre Professional (CDCP) 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 Certified Data Centre Professional (CDCP) 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 course is intended for information workers and data science professionals who seek to use database reporting and analysis tools such as Microsoft SQL Server Reporting Services, Excel, Power BI, R, SAS and other business intelligence tools, and wish to use TSQL queries to efficiently retrieve data sets from Microsoft SQL Server relational databases for use with these tools. Overview After completing this course, students will be able to: - Identify independent and dependent variables and measurement levels in their own analytical work scenarios. - Identify variables of interest in relational database tables. - Choose a data aggregation level and data set design appropriate for the intended analysis and tool. - Use TSQL SELECT queries to produce ready-to-use data sets for analysis in tools such as PowerBI, SQL Server Reporting Services, Excel, R, SAS, SPSS, and others. - Create stored procedures, views, and functions to modularize data retrieval code. This course is about writing TSQL queries for the purpose of database reporting, analysis, and business intelligence. 1 - INTRODUCTION TO TSQL FOR BUSINESS INTELLIGENCE * Two Approaches to SQL Programming * TSQL Data Retrieval in an Analytics / Business Intelligence Environment * The Database Engine * SQL Server Management Studio and the CarDeal Sample Database * Identifying Variables in Tables * SQL is a Declarative Language * Introduction to the SELECT Query * Lab 1: Introduction to TSQL for Business Intelligence 2 - TURNING TABLE COLUMNS INTO VARIABLES FOR ANALYSIS: SELECT LIST EXPRESSIONS, WHERE, AND ORDER BY * Turning Columns into Variables for Analysis * Column Expressions, Data Types, and Built-in Functions * Column aliases * Data type conversions * Built-in Scalar Functions * Table Aliases * The WHERE clause * ORDER BY * Lab 1: Write queries 3 - COMBINING COLUMNS FROM MULTIPLE TABLES INTO A SINGLE DATASET: THE JOIN OPERATORS * Primary Keys, Foreign Keys, and Joins * Understanding Joins, Part 1: CROSS JOIN and the Full Cartesian Product * Understanding Joins, Part 2: The INNER JOIN * Understanding Joins, Part 3: The OUTER JOINS * Understanding Joins, Part 4: Joining more than two tables * Understanding Joins, Part 5: Combining INNER and OUTER JOINs * Combining JOIN Operations with WHERE and ORDER BY * Lab 1: Write SELECT queries 4 - CREATING AN APPROPRIATE AGGREGATION LEVEL USING GROUP BY * Identifying required aggregation level and granularity * Aggregate Functions * GROUP BY * HAVING * Order of operations in SELECT queries * Lab 1: Write queries 5 - SUBQUERIES, DERIVED TABLES AND COMMON TABLE EXPRESSIONS * Non-correlated and correlated subqueries * Derived tables * Common table expressions * Lab 1: Write queries 6 - ENCAPSULATING DATA RETRIEVAL LOGIC * Views * Table-valued functions * Stored procedures * Creating objects for read-access users * Creating database accounts for analytical client tools * Lab 1: Encapsulating Data Retrieval Logic 7 - GETTING YOUR DATASET TO THE CLIENT * Connecting to SQL Server and Submitting Queries from Client Tools * Connecting and running SELECT queries from: * Excel * PowerBI * RStudio * Exporting datasets to files using * Results pane from SSMS * The bcp utility * The Import/Export Wizard * Lab 1: Getting Your Dataset to the Client ADDITIONAL COURSE DETAILS: Nexus Humans 55232 Writing Analytical Queries for Business Intelligence 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 55232 Writing Analytical Queries for Business Intelligence 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 1 Days 6 CPD hours This course is intended for This course is intended for: Data platform engineers Architects and operators who build and manage data analytics pipelines Overview In this course, you will learn to: Compare the features and benefits of data warehouses, data lakes, and modern data architectures Design and implement a batch data analytics solution Identify and apply appropriate techniques, including compression, to optimize data storage Select and deploy appropriate options to ingest, transform, and store data Choose the appropriate instance and node types, clusters, auto scaling, and network topology for a particular business use case Understand how data storage and processing affect the analysis and visualization mechanisms needed to gain actionable business insights Secure data at rest and in transit Monitor analytics workloads to identify and remediate problems Apply cost management best practices In this course, you will learn to build batch data analytics solutions using Amazon EMR, an enterprise-grade Apache Spark and Apache Hadoop managed service. You will learn how Amazon EMR integrates with open-source projects such as Apache Hive, Hue, and HBase, and with AWS services such as AWS Glue and AWS Lake Formation. The course addresses data collection, ingestion, cataloging, storage, and processing components in the context of Spark and Hadoop. You will learn to use EMR Notebooks to support both analytics and machine learning workloads. You will also learn to apply security, performance, and cost management best practices to the operation of Amazon EMR. MODULE A: OVERVIEW OF DATA ANALYTICS AND THE DATA PIPELINE * Data analytics use cases * Using the data pipeline for analytics MODULE 1: INTRODUCTION TO AMAZON EMR * Using Amazon EMR in analytics solutions * Amazon EMR cluster architecture * Interactive Demo 1: Launching an Amazon EMR cluster * Cost management strategies MODULE 2: DATA ANALYTICS PIPELINE USING AMAZON EMR: INGESTION AND STORAGE * Storage optimization with Amazon EMR * Data ingestion techniques MODULE 3: HIGH-PERFORMANCE BATCH DATA ANALYTICS USING APACHE SPARK ON AMAZON EMR * Apache Spark on Amazon EMR use cases * Why Apache Spark on Amazon EMR * Spark concepts * Interactive Demo 2: Connect to an EMR cluster and perform Scala commands using the Spark shell * Transformation, processing, and analytics * Using notebooks with Amazon EMR * Practice Lab 1: Low-latency data analytics using Apache Spark on Amazon EMR MODULE 4: PROCESSING AND ANALYZING BATCH DATA WITH AMAZON EMR AND APACHE HIVE * Using Amazon EMR with Hive to process batch data * Transformation, processing, and analytics * Practice Lab 2: Batch data processing using Amazon EMR with Hive * Introduction to Apache HBase on Amazon EMR MODULE 5: SERVERLESS DATA PROCESSING * Serverless data processing, transformation, and analytics * Using AWS Glue with Amazon EMR workloads * Practice Lab 3: Orchestrate data processing in Spark using AWS Step Functions MODULE 6: SECURITY AND MONITORING OF AMAZON EMR CLUSTERS * Securing EMR clusters * Interactive Demo 3: Client-side encryption with EMRFS * Monitoring and troubleshooting Amazon EMR clusters * Demo: Reviewing Apache Spark cluster history MODULE 7: DESIGNING BATCH DATA ANALYTICS SOLUTIONS * Batch data analytics use cases * Activity: Designing a batch data analytics workflow MODULE B: DEVELOPING MODERN DATA ARCHITECTURES ON AWS * Modern data architectures

Duration 5 Days 30 CPD hours This course is intended for This course is intended for novice database developers, database administrators, Business Intelligence developers, report creators, and application developers who have an understanding of relational database concepts and have basic Windows navigation skills. Overview Create single table SELECT queries Create multiple table SELECT queries Filter and sort data Insert, update, and delete data Query data using built-in functions Create queries that aggregate data Create subqueries Create queries that use table expressions Use UNION, INTERSECT, and EXCEPT on multiple sets of data Implement window functions in queries Use PIVOT and GROUPING SETS in queries Use stored procedures in queries Add error handling to queries Use transactions in queries This five-day instructor-led course is intended for IT professionals who wish to use the Transact-SQL language to query and configure Microsoft SQL Server. Students are typically database developers and database administrators, but might also be Business Intelligence developers, report creators, or application developers. In this course, students learn how to query single tables, join data from multiple tables, filter and sort data, modify data, use procedures and functions, and implement error handling. Prerequisites * Basic understanding of relational databases. * Basic Windows knowledge. MODULE 1: INTRODUCTION TO TRANSACT-SQL * What is Transact-SQL * The SELECT statement * The WHERE clause * Sorting results * Calculations * CASE expressions MODULE 2: JOINING TABLES WITH TRANSACT-SQL * The JOIN clause * Inner joins * Outer joins * Self joins and cross joins MODULE 3: FILTERING AND SORTING RESULTS * Implement the ORDER BY clause * Filter data with the WHERE clause * Limit the number of rows returned by a query * Implement NULL logic MODULE 4: SQL SERVER DATA TYPES * Understand data types * Implement string data types * Implement temporal data types MODULE 5: INSERTING, UPDATING AND DELETING DATA * Insert new records * Update existing records * Delete data MODULE 6: USING SQL SERVER FUNCTIONS WITH TRANSACT-SQL * Understand function types in SQL Server * Convert data using functions * Implement logical functions * Work with NULL data using functions MODULE 7: AGGREGATING DATA WITH TRANSACT-SQL * Implement aggregation in SQL Server * Group records in SQL Server * Filter aggregated data MODULE 8: IMPLEMENT SUBQUERIES WITH TRANSACT-SQL * Implement scalar and multi-valued sub-queries * Implement correlated subqueries * Implement existence checks with subqueries MODULE 9: CREATE QUERIES THAT USE TABLE EXPRESSIONS * Create views * Create table-valued functions * Implement derived tables * Implement common table expressions MODULE 10: USE UNION, INTERSECT, EXCEPT AND APPLY ON MULTIPLE SETS OF DATA * Write queries with the UNION operator * Write queries with the INTERSECT and EXCEPT operators * Write queries with the APPLY operator MODULE 11: IMPLEMENT WINDOW FUNCTIONS IN QUERIES * Understand window functions * Impement window functions MODULE 12: USE PIVOT AND GROUPING SETS IN QUERIES * Implement PIVOT in queries * Implement grouping sets in queries MODULE 13: USE STORED PROCEDURES IN QUERIES * Query data with stored procedures * Interact with stored procedures using input and output parameters * Write simple stored procedures * Pass dynamic SQL to SQL Server MODULE 14: IMPLEMENT PROGRAMMING FEATURES IN TRANSACT-SQL * Understand T-SQL programming elements * Implement loops and conditions in T-SQL queries MODULE 15: ADD ERROR HANDLING TO QUERIES * Understand SQL Server error handling * Implemet structured exception handling MODULE 16: USE TRANSACTIONS IN QUERIES * Understand database transactions * Implement transactions in T-SQL

This video covers the essential topics necessary for working with Apache Maven. You will understand the techniques and methods to create multi-module Apache Maven projects from scratch, along with delving into topics needed for testing and deploying Java applications.

AUDIENCE This is an intermediate course for system and database administrators, application developers, and other individuals who need a technical introduction to selected new features of Db2 13 for z/OS. PREREQUISITES You should have practical experience with Db2 for z/OS DURATION 2 days.  COURSE OBJECTIVES Learn about the new features and enhancements of Db2 for z/OS (v13), including the technical detail of the functional enhancements of this significant new version of Db2 for z/OS. COURSE CONTENT * Unit 1: Db2 v12 Function Levels: Selected Highlights * Unit 2: Migrating to Db2 13 * Unit 3: Availability & Scalability * Unit 4: Performance * Unit 5: Application Management and SQL Changes * Unit 6: SQL Data Insights * Unit 7: Security * Unit 8: IBM Db2 Utilities * Unit 9: Instrumentation and Serviceability

Duration 3 Days 18 CPD hours This course is intended for This course is intended for Solution Architects Overview At the end of this course, you will be able to: Apply the AWS Well-Architected Framework Manage multiple AWS accounts for your organization Connect an on-premises datacenter to AWS cloud Move large data from an on-premises datacenter to AWS Design large datastores for AWS cloud Understand different architectural designs for scalability Protect your infrastructure from DDoS attack Secure your data on AWS with encryption Enhance the performance of your solutions Select the most appropriate AWS deployment mechanism Building on concepts introduced in Architecting on AWS, Advanced Architecting on AWS is intended for individuals who are experienced with designing scalable and elastic applications on the AWS platform. Building on concepts introduced in Architecting on AWS, this course covers how to build complex solutions which incorporate data services, governance, and security on AWS. This course introduces specialized AWS services, including AWS Direct Connect and AWS Storage Gateway to support Hybrid architecture. It also covers designing best practices for building scalable, elastic, secure, and highly available applications on AWS. MODULE 1: AWS ACCOUNT MANAGEMENT * Multiple accounts * Multi-account patterns * License management * Manage security and costs with multiple accounts * AWS Organizations * AWS Directory Service * Hands-on lab: Multi-VPC connectivity using a VPN MODULE 2: ADVANCED NETWORK ARCHITECTURES * Improve VPC network connections * Enhance performance for HPC workloads * VPN connections over AWS * AWS Direct Connect * AWS Transit Gateway * Amazon Route 53 * Exercise: Design a hybrid architecture MODULE 3: DEPLOYMENT MANAGEMENT ON AWS * Application lifecycle management * Application deployment using containers * AWS Elastic Beanstalk * AWS OpsWorks * AWS CloudFormation MODULE 4: DATA * Optimize Amazon S3 storage * Amazon ElastiCache * AWS Snowball * AWS Storage Gateway * AWS DataSync * Backup and archival considerations * Database migration * Designing for big data with Amazon DynamoDB * Hands-on lab: Build a failover solution with Amazon Route 53 and Amazon RDS MODULE 5: DESIGNING FOR LARGE SCALE APPLICATIONS * AWS Auto Scaling * Migrating over-provisioned resources * Blue-green deployments on AWS * Hands-on lab: Blue-green deployment with AWS MODULE 6: BUILDING RESILIENT ARCHITECTURES * DDoS attack overview * AWS Shield * AWS WAF * Amazon GuardDuty * High availability using Microsoft SQL Server and Microsoft SharePoint on AWS * High availability using MongoDB on Amazon EC2 * AWS Global Accelerator * Hands-on lab: CloudFront content delivery and automating AWS WAF rules MODULE 7: ENCRYPTION AND DATA SECURITY * Encryption primer * DIY key management in AWS * AWS Marketplace for encryption products * AWS Key Management Service (AWS KMS) * Cloud Hardware Security Module (HSM) * Comparison of key management options * Hands-on lab: AWS KMS with envelope encryption

This course will show you why Hadoop is one of the best tools to work with big data. With the help of some real-world data sets, you will learn how to use Hadoop and its distributed technologies, such as Spark, Flink, Pig, and Flume, to store, analyze, and scale big data.

Has the Computer System Validation Engineer left and you’ve been handed their responsibilities? Do the thoughts of your next audit fill you with dread? CSV can be frustrating but this program will show you how to manage electronic data in a regulated manufacturing/laboratory/clinical environment using the GAMP framework and ensure compliance with FDA’s 21 CFR Part 11, EU Annex 11 or other regulatory guidelines.