1141 Analytics courses

This Python BootCamp is Instructor-led, Practical. In the12-week Python course, learn start to in-depth, leading to a good Python career. -------------------------------------------------------------------------------- PYTHON BOOTCAMP: This 12-week Python Boot Camp is a practical, instructor-lead program, covering Python from start to in-depth. You will be fully fluent and confident as a Python programmer. If you have more questions goto https://pcworkshopslondon.co.uk/contact.html  [http://pcworkshopslondon.co.uk/contact.html], Or contact us on training@pcworkshopslondon.co.uk [https://pcworkshopslondon.co.uk/] Customise dates, course outline, arrange installments [https://pcworkshopslondon.co.uk/contact.htm] This course will give you enough practical experience and practical projects to code, to give you full confidence to enter into the coding profession.    Duration: 3 months: * 1 Python class per week, * Plus pratical work, * Plus personal trainer-mentor for 1-1 training, * Plus e-learning materials. Final project : Practical to upload to GitHub and show-case Date and times, choose: * Fridays in London or Online , 10am - 5pm, * or Saturdays in London or Online , 12noon-6pm, * or negotiate your date Study level: Start from beginners level to in-depth, ready to work professionally. Virtual attendance:  online instructor-led  Download: Anaconda.com Pre-requisites: General computer literacy. Oracle Qualification: PCWorkshops Python Programmer Certificate Payments:  You may apply to pay in installments for this Python Training course COURSE OUTLINE Week 1 - 4: Essentials 1. Python Coding Basics 2. Object Oriented programming: Python Object Orientated programming (OOP) 3. UX Principles: UX Principles and applying it on Front-ends with TKinter 4. Specialised topics: Dates, Localization, Strings, Maths Operation , Random Number, Lambdas Week 5 - 10 : All about data 1. Python Data Structures: Lists, Tuples, Sets, Exceptions, I/O Fundamentals , Reading and Writing file 2. Database: Database principles and SQL. Database Project: Python database connections and creating a database driven project 3. Data Analytics: Numpy. Pandas for data analytics and data queries. 4. Data Analytics: Pandas data cleaning and restructuring, interacticting with Excel, Csv, Json,etc. 5. Data visualisation: MatPlotLib 6. Prediction: Machine Learning Basics Week 11 and 12: The final touch 1. Python Concurrency and Multi-threading: Threads vs. Processes, Threading Module, Threading Event, Stop a Thread, Daemon Threads, Thread-safe Queue, Thread Pools, Locks 2. Python Unit Testing 3. Optional : Replace Week 11 or 12 with Scraping using Python, ot Tkinter Front-ends INCLUDED: * PCWorkshops Python Course Certificate on completion. * Python Course notes. * Practical Course exercises, Code Examples, Online Materials. * After the course, continuous assistance with practical and preparation for exams * Max group size on this is 4. * Portfolio: Post your Python project online. * Exam preparation and interview questions MORE ABOUT THE ONLINE CLASSROOM *  Attend from your internet connection *  Instructor-led, get instant answers to your questions *  Fully interactive *  Work clearly explained with demonstrations and examples *  Practical exercises to be tried out by delegate WHAT YOU WILL GAIN: * Skills & knowledge: Python coding knowledge and understanding with good practical application   * Certification: Internal PCWorkshops Python certificate * Portfolio: You will have an online portfolio of Python projects  * Experience: Our comprehensive practical makes you job ready -------------------------------------------------------------------------------- REFUND POLICY No Refunds

Supercharge your skills and career and learn in-demand knowledge needed to build business intelligence dashboards. This beginner to intermediate level course will introduce you to all the Power BI technologies i.e. Power Query, DAX, Data Modelling (Power Pivot), M, types of visualizations, etc.

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Expand your Excel knowledge and learn how to structure and analyse large data sets.

DURATION 4 DAYS 24 CPD HOURS THIS COURSE IS INTENDED FOR SUCCESSFUL STUDENTS HAVE EXPERIENCE AND KNOWLEDGE IN IT OPERATIONS, INCLUDING NETWORKING, VIRTUALIZATION, IDENTITY, SECURITY, BUSINESS CONTINUITY, DISASTER RECOVERY, DATA PLATFORMS, AND GOVERNANCE. STUDENTS ALSO HAVE EXPERIENCE DESIGNING AND ARCHITECTING SOLUTIONS. BEFORE ATTENDING THIS COURSE, STUDENTS MUST HAVE PREVIOUS EXPERIENCE DEPLOYING OR ADMINISTERING AZURE RESOURCES AND STRONG CONCEPTUAL KNOWLEDGE OF: * AZURE COMPUTE TECHNOLOGIES SUCH AS VMS, CONTAINERS AND SERVERLESS SOLUTIONS * AZURE VIRTUAL NETWORKING TO INCLUDE LOAD BALANCERS * AZURE STORAGE TECHNOLOGIES (UNSTRUCTURED AND DATABASES) * GENERAL APPLICATION DESIGN CONCEPTS SUCH AS MESSAGING AND HIGH AVAILABILITY DESCRIPTION THIS COURSE TEACHES AZURE SOLUTION ARCHITECTS HOW TO DESIGN INFRASTRUCTURE SOLUTIONS. COURSE TOPICS COVER GOVERNANCE, COMPUTE, APPLICATION ARCHITECTURE, STORAGE, DATA INTEGRATION, AUTHENTICATION, NETWORKS, BUSINESS CONTINUITY, AND MIGRATIONS. THE COURSE COMBINES LECTURE WITH CASE STUDIES TO DEMONSTRATE BASIC ARCHITECT DESIGN PRINCIPLES. PREREQUISITES BEFORE ATTENDING THIS COURSE, STUDENTS MUST HAVE PREVIOUS EXPERIENCE DEPLOYING OR ADMINISTERING AZURE RESOURCES AND CONCEPTUAL KNOWLEDGE OF: AZURE ACTIVE DIRECTORY AZURE COMPUTE TECHNOLOGIES SUCH AS VMS, CONTAINERS AND SERVERLESS SOLUTIONS AZURE VIRTUAL NETWORKING TO INCLUDE LOAD BALANCERS AZURE STORAGE TECHNOLOGIES (UNSTRUCTURED AND DATABASES) GENERAL APPLICATION DESIGN CONCEPTS SUCH AS MESSAGING AND HIGH AVAILABILITY AZ-104T00 - MICROSOFT AZURE ADMINISTRATOR 1 - DESIGN GOVERNANCE * Design for governance * Design for management groups * Design for subscriptions * Design for resource groups * Design for resource tags * Design for Azure Policy * Design for role-based access control (RBAC) * Design for Azure landing zones 2 - DESIGN AN AZURE COMPUTE SOLUTION * Choose an Azure compute service * Design for Azure Virtual Machines solutions * Design for Azure Batch solutions * Design for Azure App Service solutions * Design for Azure Container Instances solutions * Design for Azure Kubernetes Service solutions * Design for Azure Functions solutions * Design for Azure Logic Apps solutions 3 - DESIGN A DATA STORAGE SOLUTION FOR NON-RELATIONAL DATA * Design for data storage * Design for Azure storage accounts * Design for data redundancy * Design for Azure Blob Storage * Design for Azure Files * Design for Azure managed disks * Design for storage security 4 - DESIGN A DATA STORAGE SOLUTION FOR RELATIONAL DATA * Design for Azure SQL Database * Design for Azure SQL Managed Instance * Design for SQL Server on Azure Virtual Machines * Recommend a solution for database scalability * Recommend a solution for database availability * Design security for data at rest, data in motion, and data in use * Design for Azure SQL Edge * Design for Azure Cosmos DB and Table Storage 5 - DESIGN DATA INTEGRATION * Design a data integration solution with Azure Data Factory * Design a data integration solution with Azure Data Lake * Design a data integration and analytic solution with Azure Databricks * Design a data integration and analytic solution with Azure Synapse Analytics * Design strategies for hot, warm, and cold data paths * Design an Azure Stream Analytics solution for data analysis 6 - DESIGN AN APPLICATION ARCHITECTURE * Describe message and event scenarios * Design a messaging solution * Design an Azure Event Hubs messaging solution * Design an event-driven solution * Design a caching solution * Design API integration * Design an automated app deployment solution * Design an app configuration management solution 7 - DESIGN AUTHENTICATION AND AUTHORIZATION SOLUTIONS * Design for identity and access management (IAM) * Design for Microsoft Entra ID * Design for Microsoft Entra business-to-business (B2B) * Design for Azure Active Directory B2C (business-to-customer) * Design for conditional access * Design for identity protection * Design for access reviews * Design service principals for applications * Design managed identities * Design for Azure Key Vault 8 - DESIGN A SOLUTION TO LOG AND MONITOR AZURE RESOURCES * Design for Azure Monitor data sources * Design for Azure Monitor Logs (Log Analytics) workspaces * Design for Azure Workbooks and Azure insights * Design for Azure Data Explorer 9 - DESIGN NETWORK SOLUTIONS * Recommend a network architecture solution based on workload requirements * Design patterns for Azure network connectivity services * Design outbound connectivity and routing * Design for on-premises connectivity to Azure Virtual Network * Choose an application delivery service * Design for application delivery services * Design for application protection services 10 - DESIGN A SOLUTION FOR BACKUP AND DISASTER RECOVERY * Design for backup and recovery * Design for Azure Backup * Design for Azure blob backup and recovery * Design for Azure files backup and recovery * Design for Azure virtual machine backup and recovery * Design for Azure SQL backup and recovery * Design for Azure Site Recovery 11 - DESIGN MIGRATIONS * Evaluate migration with the Cloud Adoption Framework * Describe the Azure migration framework * Assess your on-premises workloads * Select a migration tool * Migrate your structured data in databases * Select an online storage migration tool for unstructured data * Migrate offline data 12 - INTRODUCTION TO THE MICROSOFT AZURE WELL-ARCHITECTED FRAMEWORK * Azure Well-Architected Framework pillars * Cost optimization * Operational excellence * Performance efficiency * Reliability * Security 13 - MICROSOFT AZURE WELL-ARCHITECTED FRAMEWORK - COST OPTIMIZATION * Develop cost-management discipline * Design with a cost-efficiency mindset * Design for usage optimization * Design for rate optimization * Monitor and optimize over time 14 - MICROSOFT AZURE WELL-ARCHITECTED FRAMEWORK - OPERATIONAL EXCELLENCE * Embrace DevOps culture * Establish development standards * Evolve operations with observability * Deploy with confidence * Automate for efficiency * Adopt safe deployment practices 15 - MICROSOFT AZURE WELL-ARCHITECTED FRAMEWORK - PERFORMANCE EFFICIENCY * Negotiate realistic performance targets * Design to meet capacity requirements * Achieve and sustain performance * Improve efficiency through optimization 16 - MICROSOFT AZURE WELL-ARCHITECTED FRAMEWORK - RELIABILITY * Design for business requirements * Design for resilience * Design for recovery * Design for operations * Keep it simple 17 - MICROSOFT AZURE WELL-ARCHITECTED FRAMEWORK - SECURITY * Plan your security readiness * Design to protect confidentiality * Design to protect integrity * Design to protect availability * Sustain and evolve your security posture 18 - GETTING STARTED WITH THE MICROSOFT CLOUD ADOPTION FRAMEWORK FOR AZURE * Customer narrative * Common blockers 19 - PREPARE FOR SUCCESSFUL CLOUD ADOPTION WITH A WELL-DEFINED STRATEGY * Customer narrative * Capture strategic motivation * Define objectives and key results * Evaluate financial considerations * Understand technical considerations * Create a business case 20 - PREPARE FOR CLOUD ADOPTION WITH A DATA-DRIVEN PLAN * Customer narrative 21 - CHOOSE THE BEST AZURE LANDING ZONE TO SUPPORT YOUR REQUIREMENTS FOR CLOUD OPERATIONS * Customer narrative * Common operating models * Design areas for Azure landing zones * Design principles for Azure landing zones * Journey to the target architecture * Choose an Azure landing zone option * Deploy the Azure landing zone accelerator * Enhance your landing zone 22 - MIGRATE TO AZURE THROUGH REPEATABLE PROCESSES AND COMMON TOOLS * Customer narrative * Migration process * Migration tools * Common tech platforms 23 - ADDRESS TANGIBLE RISKS WITH THE GOVERN METHODOLOGY OF THE CLOUD ADOPTION FRAMEWORK FOR AZURE * Customer narrative * Govern methodology * Corporate policies * Governance disciplines * Deploy a cloud governance foundation * The Cost Management discipline 24 - ENSURE STABLE OPERATIONS AND OPTIMIZATION ACROSS ALL SUPPORTED WORKLOADS DEPLOYED TO THE CLOUD * Establish business commitments * Deploy an operations baseline * Protect and recover * Enhance an operations baseline * Manage platform and workload specialization 25 - INNOVATE APPLICATIONS BY USING AZURE CLOUD TECHNOLOGIES * Follow the innovation lifecycle * Azure technologies for the build process * Infuse your applications with AI * Azure technologies for measuring business impact * Azure technologies for the learn process 26 - PREPARE FOR CLOUD SECURITY BY USING THE MICROSOFT CLOUD ADOPTION FRAMEWORK FOR AZURE * Customer narrative * Methodology * Security roles and responsibilities * Simplify compliance and security * Simplify security implementation * Security tools and policies ADDITIONAL COURSE DETAILS: Nexus Humans AZ-305T00: Designing Microsoft Azure Infrastructure Solutions 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 AZ-305T00: Designing Microsoft Azure Infrastructure Solutions 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 THIS COURSE IS FOR AZURE SECURITY ENGINEERS WHO ARE PLANNING TO TAKE THE ASSOCIATED CERTIFICATION EXAM, OR WHO ARE PERFORMING SECURITY TASKS IN THEIR DAY-TO-DAY JOB. THIS COURSE WOULD ALSO BE HELPFUL TO AN ENGINEER THAT WANTS TO SPECIALIZE IN PROVIDING SECURITY FOR AZURE-BASED DIGITAL PLATFORMS AND PLAY AN INTEGRAL ROLE IN PROTECTING AN ORGANIZATION'S DATA. DESCRIPTION THIS COURSE PROVIDES IT SECURITY PROFESSIONALS WITH THE KNOWLEDGE AND SKILLS NEEDED TO IMPLEMENT SECURITY CONTROLS, MAINTAIN AN ORGANIZATION?S SECURITY POSTURE, AND IDENTIFY AND REMEDIATE SECURITY VULNERABILITIES. THIS COURSE INCLUDES SECURITY FOR IDENTITY AND ACCESS, PLATFORM PROTECTION, DATA AND APPLICATIONS, AND SECURITY OPERATIONS. PREREQUISITES AZ-104T00 - MICROSOFT AZURE ADMINISTRATOR SECURITY BEST PRACTICES AND INDUSTRY SECURITY REQUIREMENTS SUCH AS DEFENSE IN DEPTH, LEAST PRIVILEGED ACCESS, ROLE-BASED ACCESS CONTROL, MULTI-FACTOR AUTHENTICATION, SHARED RESPONSIBILITY, AND ZERO TRUST MODEL. BE FAMILIAR WITH SECURITY PROTOCOLS SUCH AS VIRTUAL PRIVATE NETWORKS (VPN), INTERNET SECURITY PROTOCOL (IPSEC), SECURE SOCKET LAYER (SSL), DISK AND DATA ENCRYPTION METHODS. HAVE SOME EXPERIENCE DEPLOYING AZURE WORKLOADS. THIS COURSE DOES NOT COVER THE BASICS OF AZURE ADMINISTRATION, INSTEAD THE COURSE CONTENT BUILDS ON THAT KNOWLEDGE BY ADDING SECURITY SPECIFIC INFORMATION. HAVE EXPERIENCE WITH WINDOWS AND LINUX OPERATING SYSTEMS AND SCRIPTING LANGUAGES. COURSE LABS MAY USE POWERSHELL AND THE CLI. 1 - MANAGE IDENTITIES IN MICROSOFT ENTRA ID * Secure users in Microsoft Entra ID * Secure groups in Microsoft Entra ID * Recommend when to use external identities * Secure external identities * Implement Microsoft Entra Identity protection 2 - MANAGE AUTHENTICATION BY USING MICROSOFT ENTRA ID * Configure Microsoft Entra Verified ID * Implement multifactor authentication (MFA) * Implement passwordless authentication * Implement password protection * Implement single sign-on (SSO) * Integrate single sign-on (SSO) and identity providers * Recommend and enforce modern authentication protocols 3 - MANAGE AUTHORIZATION BY USING MICROSOFT ENTRA ID * Configure Azure role permissions for management groups, subscriptions, resource groups, and resources * Assign built-in roles in Microsoft Entra ID * Assign built-in roles in Azure * Create and assign a custom role in Microsoft Entra ID * Implement and manage Microsoft Entra Permissions Management * Configure Microsoft Entra Privileged Identity Management * Configure role management and access reviews by using Microsoft Entra Identity Governance * Implement Conditional Access policies 4 - MANAGE APPLICATION ACCESS IN MICROSOFT ENTRA ID * Manage access to enterprise applications in Microsoft Entra ID, including OAuth permission grants * Manage app registrations in Microsoft Entra ID * Configure app registration permission scopes * Manage app registration permission consent * Manage and use service principals * Manage managed identities for Azure resources * Recommend when to use and configure a Microsoft Entra Application Proxy, including authentication 5 - PLAN AND IMPLEMENT SECURITY FOR VIRTUAL NETWORKS * Plan and implement Network Security Groups (NSGs) and Application Security Groups (ASGs) * Plan and implement User-Defined Routes (UDRs) * Plan and implement Virtual Network peering or gateway * Plan and implement Virtual Wide Area Network, including secured virtual hub * Secure VPN connectivity, including point-to-site and site-to-site * Implement encryption over ExpressRoute * Configure firewall settings on PaaS resources * Monitor network security by using Network Watcher, including NSG flow logging 6 - PLAN AND IMPLEMENT SECURITY FOR PRIVATE ACCESS TO AZURE RESOURCES * Plan and implement virtual network Service Endpoints * Plan and implement Private Endpoints * Plan and implement Private Link services * Plan and implement network integration for Azure App Service and Azure Functions * Plan and implement network security configurations for an App Service Environment (ASE) * Plan and implement network security configurations for an Azure SQL Managed Instance 7 - PLAN AND IMPLEMENT SECURITY FOR PUBLIC ACCESS TO AZURE RESOURCES * Plan and implement Transport Layer Security (TLS) to applications, including Azure App Service and API Management * Plan, implement, and manage an Azure Firewall, Azure Firewall Manager and firewall policies * Plan and implement an Azure Application Gateway * Plan and implement an Azure Front Door, including Content Delivery Network (CDN) * Plan and implement a Web Application Firewall (WAF) * Recommend when to use Azure DDoS Protection Standard 8 - PLAN AND IMPLEMENT ADVANCED SECURITY FOR COMPUTE * Plan and implement remote access to public endpoints, Azure Bastion and just-in-time (JIT) virtual machine (VM) access * Configure network isolation for Azure Kubernetes Service (AKS) * Secure and monitor AKS * Configure authentication for AKS * Configure security for Azure Container Instances (ACIs) * Configure security for Azure Container Apps (ACAs) * Manage access to Azure Container Registry (ACR) * Configure disk encryption, Azure Disk Encryption (ADE), encryption as host, and confidential disk encryption * Recommend security configurations for Azure API Management 9 - PLAN AND IMPLEMENT SECURITY FOR STORAGE * Configure access control for storage accounts * Manage life cycle for storage account access keys * Select and configure an appropriate method for access to Azure Files * Select and configure an appropriate method for access to Azure Blob Storage * Select and configure an appropriate method for access to Azure Tables * Select and configure an appropriate method for access to Azure Queues * Select and configure appropriate methods for protecting against data security threats, including soft delete, backups, versioning, and immutable storage * Configure Bring your own key (BYOK) * Enable double encryption at the Azure Storage infrastructure level 10 - PLAN AND IMPLEMENT SECURITY FOR AZURE SQL DATABASE AND AZURE SQL MANAGED INSTANCE * Enable database authentication by using Microsoft Entra ID * Enable and monitor database audit * Identify use cases for the Microsoft Purview governance portal * Implement data classification of sensitive information by using the Microsoft Purview governance portal * Plan and implement dynamic mask * Implement transparent data encryption? * Recommend when to use Azure SQL Database Always Encrypted 11 - PLAN, IMPLEMENT, AND MANAGE GOVERNANCE FOR SECURITY * Create, assign, and interpret security policies and initiatives in Azure Policy * Configure security settings by using Azure Blueprint * Deploy secure infrastructures by using a landing zone * Create and configure an Azure Key Vault * Recommend when to use a dedicated Hardware Security Module (HSM) * Configure access to Key Vault, including vault access policies and Azure Role Based Access Control * Manage certificates, secrets, and keys * Configure key rotation * Configure backup and recovery of certificates, secrets, and keys 12 - MANAGE SECURITY POSTURE BY USING MICROSOFT DEFENDER FOR CLOUD * Implement Microsoft Defender for Cloud * Identify and remediate security risks by using the Microsoft Defender for Cloud Secure Score and Inventory * Assess compliance against security frameworks and Microsoft Defender for Cloud * Add industry and regulatory standards to Microsoft Defender for Cloud * Add custom initiatives to Microsoft Defender for Cloud * Connect hybrid cloud and multicloud environments to Microsoft Defender for Cloud * Identify and monitor external assets by using Microsoft Defender External Attack Surface Management 13 - CONFIGURE AND MANAGE THREAT PROTECTION BY USING MICROSOFT DEFENDER FOR CLOUD * Enable workload protection services in Microsoft Defender for Cloud, including Microsoft Defender for Storage, Databases, Containers, App Service, Key Vault, Resource Manager, and DNS * Configure Microsoft Defender for Servers * Configure Microsoft Defender for Azure SQL Database * Manage and respond to security alerts in Microsoft Defender for Cloud * Configure workflow automation by using Microsoft Defender for Cloud * Evaluate vulnerability scans from Microsoft Defender for Server 14 - CONFIGURE AND MANAGE SECURITY MONITORING AND AUTOMATION SOLUTIONS * Monitor security events by using Azure Monitor * Configure data connectors in Microsoft Sentinel * Create and customize analytics rules in Microsoft Sentinel * Configure automation in Microsoft Sentinel ADDITIONAL COURSE DETAILS: Nexus Humans AZ-500T00 Microsoft Azure Security Technologies 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 AZ-500T00 Microsoft Azure Security Technologies 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.

The Real Estate Investment School is a four day course, that unravels the complexity of Investment Cash Flows through Advanced Modelling, Interpretation and Theory.

The Real Estate Analyst course has been taught non-stop to global real estate firms over the last 25 years, and is without doubt the core financial modelling training in your career portfolio. Whether you have an upcoming financial modelling test for a new job or an APC exam, the Real Estate Analyst course is the choice for you.

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This course is intended to the most ambitious modellers in the property industry who would like to be fully proficient in building complex real estate models.