Duration 4 Days 24 CPD hours This course is intended for This class is intended for experienced developers who are responsible for managing big data transformations including: Extracting, loading, transforming, cleaning, and validating data. Designing pipelines and architectures for data processing. Creating and maintaining machine learning and statistical models. Querying datasets, visualizing query results and creating reports Overview Design and build data processing systems on Google Cloud Platform. Leverage unstructured data using Spark and ML APIs on Cloud Dataproc. Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow. Derive business insights from extremely large datasets using Google BigQuery. Train, evaluate and predict using machine learning models using TensorFlow and Cloud ML. Enable instant insights from streaming data Get hands-on experience with designing and building data processing systems on Google Cloud. This course uses lectures, demos, and hand-on labs to show you how to design data processing systems, build end-to-end data pipelines, analyze data, and implement machine learning. This course covers structured, unstructured, and streaming data. Introduction to Data Engineering Explore the role of a data engineer. Analyze data engineering challenges. Intro to BigQuery. Data Lakes and Data Warehouses. Demo: Federated Queries with BigQuery. Transactional Databases vs Data Warehouses. Website Demo: Finding PII in your dataset with DLP API. Partner effectively with other data teams. Manage data access and governance. Build production-ready pipelines. Review GCP customer case study. Lab: Analyzing Data with BigQuery. Building a Data Lake Introduction to Data Lakes. Data Storage and ETL options on GCP. Building a Data Lake using Cloud Storage. Optional Demo: Optimizing cost with Google Cloud Storage classes and Cloud Functions. Securing Cloud Storage. Storing All Sorts of Data Types. Video Demo: Running federated queries on Parquet and ORC files in BigQuery. Cloud SQL as a relational Data Lake. Lab: Loading Taxi Data into Cloud SQL. Building a Data Warehouse The modern data warehouse. Intro to BigQuery. Demo: Query TB+ of data in seconds. Getting Started. Loading Data. Video Demo: Querying Cloud SQL from BigQuery. Lab: Loading Data into BigQuery. Exploring Schemas. Demo: Exploring BigQuery Public Datasets with SQL using INFORMATION_SCHEMA. Schema Design. Nested and Repeated Fields. Demo: Nested and repeated fields in BigQuery. Lab: Working with JSON and Array data in BigQuery. Optimizing with Partitioning and Clustering. Demo: Partitioned and Clustered Tables in BigQuery. Preview: Transforming Batch and Streaming Data. Introduction to Building Batch Data Pipelines EL, ELT, ETL. Quality considerations. How to carry out operations in BigQuery. Demo: ELT to improve data quality in BigQuery. Shortcomings. ETL to solve data quality issues. Executing Spark on Cloud Dataproc The Hadoop ecosystem. Running Hadoop on Cloud Dataproc. GCS instead of HDFS. Optimizing Dataproc. Lab: Running Apache Spark jobs on Cloud Dataproc. Serverless Data Processing with Cloud Dataflow Cloud Dataflow. Why customers value Dataflow. Dataflow Pipelines. Lab: A Simple Dataflow Pipeline (Python/Java). Lab: MapReduce in Dataflow (Python/Java). Lab: Side Inputs (Python/Java). Dataflow Templates. Dataflow SQL. Manage Data Pipelines with Cloud Data Fusion and Cloud Composer Building Batch Data Pipelines visually with Cloud Data Fusion. Components. UI Overview. Building a Pipeline. Exploring Data using Wrangler. Lab: Building and executing a pipeline graph in Cloud Data Fusion. Orchestrating work between GCP services with Cloud Composer. Apache Airflow Environment. DAGs and Operators. Workflow Scheduling. Optional Long Demo: Event-triggered Loading of data with Cloud Composer, Cloud Functions, Cloud Storage, and BigQuery. Monitoring and Logging. Lab: An Introduction to Cloud Composer. Introduction to Processing Streaming Data Processing Streaming Data. Serverless Messaging with Cloud Pub/Sub Cloud Pub/Sub. Lab: Publish Streaming Data into Pub/Sub. Cloud Dataflow Streaming Features Cloud Dataflow Streaming Features. Lab: Streaming Data Pipelines. High-Throughput BigQuery and Bigtable Streaming Features BigQuery Streaming Features. Lab: Streaming Analytics and Dashboards. Cloud Bigtable. Lab: Streaming Data Pipelines into Bigtable. Advanced BigQuery Functionality and Performance Analytic Window Functions. Using With Clauses. GIS Functions. Demo: Mapping Fastest Growing Zip Codes with BigQuery GeoViz. Performance Considerations. Lab: Optimizing your BigQuery Queries for Performance. Optional Lab: Creating Date-Partitioned Tables in BigQuery. Introduction to Analytics and AI What is AI?. From Ad-hoc Data Analysis to Data Driven Decisions. Options for ML models on GCP. Prebuilt ML model APIs for Unstructured Data Unstructured Data is Hard. ML APIs for Enriching Data. Lab: Using the Natural Language API to Classify Unstructured Text. Big Data Analytics with Cloud AI Platform Notebooks What's a Notebook. BigQuery Magic and Ties to Pandas. Lab: BigQuery in Jupyter Labs on AI Platform. Production ML Pipelines with Kubeflow Ways to do ML on GCP. Kubeflow. AI Hub. Lab: Running AI models on Kubeflow. Custom Model building with SQL in BigQuery ML BigQuery ML for Quick Model Building. Demo: Train a model with BigQuery ML to predict NYC taxi fares. Supported Models. Lab Option 1: Predict Bike Trip Duration with a Regression Model in BQML. Lab Option 2: Movie Recommendations in BigQuery ML. Custom Model building with Cloud AutoML Why Auto ML? Auto ML Vision. Auto ML NLP. Auto ML Tables.
Duration 1 Days 6 CPD hours This course is intended for This course is intended for networking and security professionals involved in the day-to-day management of a FortiAnalyzer appliance and FortiGate security information.. Overview Describe key features and concepts of FortiAnalyzer Deploy an appropriate architecture Manage ADOMs on both FortiAnalyzer and the devices that log to it Configure RAID Register supported devices Encrypt log transmission (SSL / IPSec) View & analyze current and historical logs (FortiView) Monitor events Apply disk quotas to log data from devices Backup, restore, and forward log data Use content archiving (summary and full) Understand the different stages of data processing, from receiving logs to compiling reports Understand SQL queries and datasets used by FortiAnalyzer reports Design datasets, charts, and custom reports Generate reports by schedule or on demand. In this 1-day class, you will learn how to use FortiAnalyzer. You will explore setup, registering supported devices and securing communications, managing logs and archives, and configuring both predefined and customized reports. Introduction to FortiAnalyzer Key features Key concepts Different FortiAnalyzer models Configuration & Administration Deployment requirements Configuration tools Configuring network settings Backing up system configuration Configuring administrative users Configuring, enabling, and assigning ADOMs Configuring RAID Device Registration Registered and unregistered devices Device registration methods Modifying options of a registered device Methods available to secure communication Configuring SSL encryption and encryption levels Configuring an IPsec tunnel Logs & Archives Logging basics The FortiView tab Configuring log arrays and event handlers Reports Reports and functionality Relationship between reports, charts, and datasets Effect of ADOMs on report settings SQL SELECT queries and clauses SQL functions and operators FortiAnalyzer-specific functions and macros Building or customizing charts Report features--creating, cloning, configuring
Register on the Cyber Security & Ethical Hacking today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get an e-certificate as proof of your course completion. The Cyber Security & Ethical Hacking is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Cyber Security & Ethical Hacking Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Cyber Security & Ethical Hacking, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content Introduction to Ethical Hacking Hacking Terms 00:07:00 VA vs PT and Rule of Engagement 00:09:00 Methodologies 00:07:00 Type of Pen Testing 00:06:00 Phases of Penetration Test 00:04:00 10 Steps to Follow 00:04:00 Setting up a Penetration Testing Lab What is Linux OS - Benefits 00:04:00 What is Kali Linux 00:03:00 Virtual Box Installation 00:06:00 Kali Linux Installation in VB 00:12:00 Install Metasploitable on Virtual Box 00:09:00 Install DVWA in Kali 00:18:00 Install TOR 00:09:00 Executing Basic Commands in Kali 00:12:00 Executing Advance Commands in Kali 00:14:00 Information Gathering What is Information Gathering 00:04:00 Maltego Part 1 00:07:00 Maltego Part 2 00:06:00 HTTrack 00:05:00 The Harvester 00:02:00 NSLookup 00:03:00 RedHawk 00:05:00 SHODAN 00:09:00 OSNIT Framework 00:05:00 Scanning and Enumeration What is Scanning 00:07:00 What is Nmap 00:05:00 Zenmap GUI 00:17:00 What is Enumeration 00:03:00 Types of Enumeration 00:03:00 Enumeration Using Hyena - 1 00:07:00 Enumeration Using Hyena - 2 00:06:00 VAPT What is Vulnerability Assessment 00:04:00 Phases of Vulnerability Assessment 00:08:00 Vulnerability Scoring Systems 00:09:00 Introduction to Nessus 00:05:00 Create and Configure Nessus Network Policy 00:08:00 Nessus Launch Scan and Analyse Result 00:08:00 Firewalls What is IDS 00:11:00 What Are Firewalls 00:10:00 What is DMZ 00:06:00 IDS Evasion Techniques 00:08:00 Firewall Evasion Techniques 00:09:00 Firewall Pentesting 00:02:00 WAPT Introduction to Web Servers 00:05:00 Types of Web Server Attacks 00:05:00 Web Server Penetration Testing 00:04:00 Countermeasures of Web Servers? 00:05:00 OWASP Top 10 Attacks Part 1 00:05:00 OWASP Top 10 Attacks Part 2 00:07:00 Website Foot Printing Part 1 00:05:00 Website Foot Printing Part 2 00:03:00 Command Execution Low 00:06:00 Command Execution Medium 00:07:00 Configuring Burp Suite 00:16:00 File Upload Low 00:10:00 File Upload Medium 00:07:00 File Upload High 00:08:00 SQL Injection 00:04:00 SQL Injection II 00:05:00 Manual SQL 00:17:00 Automating SQL 00:09:00 Countermeasures of SQL Injection 00:03:00 What Is XSS 00:03:00 Types of XSS 00:06:00 XSS Low 00:11:00 XSS Medium 00:05:00 XSS High 00:11:00 Countermeasures of XSS 00:04:00 What is CSRF 00:06:00 CSRF Practical 00:07:00 What is a Brute Force Attack? 00:05:00 Brute Force Political 00:18:00 Web Application Penetration Testing? 00:09:00 Web Application Countermeasures 00:06:00 Denial of Service What is Denial of Service (DOS)? 00:03:00 Types of DOS attack? 00:05:00 What is a BOTNET? 00:03:00 Malware Threats Introduction to Malware 00:09:00 Trojan 00:08:00 Types of Trojans 00:08:00 Viruses and Worms 00:07:00 Types of Viruses 00:10:00 Countermeasures 00:07:00 Social Engineering Introduction to Social Engineering 00:05:00 Social Engineering 00:06:00 Installing BeEF Framework 00:09:00 Getting User Credentials Using BeEF Framework 00:11:00 Cryptography Introduction to Cryptography 00:05:00 Symmetric Encryption 00:03:00 DES and AES 00:06:00 Asymmetric Encryption 00:03:00 RSA and Diffie 00:07:00 Hashing 00:07:00 Public Key Infrastructure (PKI) and Certificate Authority (CA) 00:10:00 Digital Signatures 00:09:00 Transport Layer Security (TLS) 00:04:00 Calculating One Way Hashes Using HashCal 00:04:00 Basic Data Encryption Advance and Decryption Package 00:05:00 Report Writing Introduction to Report Writing 00:08:00 Component of a Report 00:14:00 Bonus Section Why we need to fix vulnerabilities 00:05:00 Hacker Sponsored Security 00:03:00 Key Terms in Bug Bounty Program 00:05:00 Bug Bounty Definition 00:03:00 Public or Private Bug Bounty Program 00:04:00 What is HackerOne 00:05:00 Why Organizations will hire you 00:08:00
Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Course Overview Course Overview 00:05:00 Virtual Lab Build Video - Downloading ISO and OVA Files for VirtualBox 00:08:00 Video and Lab -Creating a Virtual install of Kali using VirtualBox 00:12:00 Video and lab - Create a virtual install of Metasploitable2 00:10:00 Video and Lab - Creating Windows 7 Pro Target Machine Using VirtualBox 00:07:00 Video and Lab - Creating Windows 10 Target Machine Using VirtualBox 00:08:00 Creating Windows 10 Target Machine Using VirtualBox 00:08:00 Installing the VirtualBox Extension Pack 00:02:00 NMap Installing the WebMap-Nmap Dashboard 00:12:00 Automated Recon/Enumeration Using nmapAutomator 00:10:00 Enumerating a Windows 10 Target Creating a Vulnerable Windows 10 Target 00:04:00 Reverse Shells, Privilege Escalation and Persistent Backdoors. Create a Windows Reverse Shell Using the PowerShell 00:08:00 Create a Reverse Shell Using Command Injection 00:06:00 Create a Reverse Shell Using a File Upload 00:08:00 Launch an Automated Meterpreter Session 00:13:00 Upgrade a Dumb Terminal to Fully Functional BASH Shell 00:09:00 Windows 7 Privilege Escalation Using UAC Bypass 00:05:00 Creating a Persistent Backdoor Using a Persistent Service 00:14:00 PowerShell Empire Create Virtual Install of Server 2016 Full GUI Using VirtualBox 00:12:00 00:09:00 Installing PowerShell Empire StarKiller On Kali Linux 00:05:00 Enumerating Active Directory 00:15:00 Post-Exploitation of Windows Using PowerShell Empire 00:19:00 Post Exploitation of Microsoft Windows Advanced Password Hacking with Metasploit 00:13:00 Post-Exploitation of Microsoft Windows 00:13:00 Brute Force the SMB Password on a Windows Server 00:10:00 Enumerating Active Directory Using RPCClient 00:16:00 Dumping Wi-Fi Credentials Using netsh 00:04:00 Practical Pentesting Labs Heartbleed OpenSSL Exploit Vulnerability 00:17:00 Performing an RDP Brute Force Attack 00:14:00 Exploiting Active Directory using LLMNR/NBT-NS Poisoning 00:11:00 Accessing Kali Across the WAN with NGROK 00:15:00 Pentesting with Netcat 00:12:00 Enumerate DNS Records Using DNSRecon 00:12:00 Auditing Wireless Networks Installing a Wireless Adapter in Kali 00:09:00 Hacking a Wireless Network Using Kali Linux 00:14:00 Wireless Deauthentication Attack 00:06:00 PMKID Client-less Wireless Attack Using Bettercap 00:10:00 Wireshark Overview of Wireshark 3.2 00:10:00 Wireshark Capture Options 00:07:00 Wireshark Toolbar Icons 00:03:00 Capturing Wireless Traffic Using Wireshark 00:05:00 Capturing a 3-way TCP Handshake Using Wireshark 00:05:00 Web App Penetration Testing Creating a virtual install of OWASP 00:05:00 Setting Up Burp Suite 00:09:00 Attack Web Apps with Burp Suite Using SQL Injection 00:11:00 OS Command Injection Using Commix 3.2x 00:16:00 Web Application Firewall Detection Using WAFW00F 00:04:00 Exploit Vulnerable Web Applications Using Command Injection 00:09:00 Exploit Vulnerable Web Applications Using Command Injection 00:09:00 Using Banner Grabbing to Aid in Reconnaissance 00:10:00 Anonymity - Remaining Anonymous While Pentesting Anonymize Kali Using Whonix 00:10:00 CTF - SQL Injection to Shell Walkthrough Lab Preparation for CTF SQL Injection to Shell 00:04:00 CTF Walkthrough for SQL Injection to Shell 00:13:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00
Duration 3.5 Days 21 CPD hours This course is intended for This course is for AWS Cloud Architects with expertise in designing and implementing solutions running on AWS who now want to design for Microsoft Azure. Overview After completing this course, students will be able to: Secure identities with Azure Active Directory and users and groups. Implement identity solutions spanning on-premises and cloud-based capabilities Apply monitoring solutions for collecting, combining, and analyzing data from different sources. Manage subscriptions, accounts, Azure policies, and Role-Based Access Control. Administer Azure using the Resource Manager, Azure portal, Cloud Shell, and CLI. Configure intersite connectivity solutions like VNet Peering, and virtual network gateways. Administer Azure App Service, Azure Container Instances, and Kubernetes. This course teaches Solutions Architects who have previously designed for Amazon Web Services how to translate business requirements into secure, scalable, and reliable solutions for Azure. Introduction to Azure Subscriptions and accounts Resource groups and templates in Azure Resource Manager Azure global infrastructure Azure regions Azure Availability Zones Comparison with AWS Implement Azure Active Directory Introduction to Azure Active Directory Domains and custom domains Safety features Guest users in Azure Active Directory Manage multiple directories Comparison with AWS Implement and manage hybrid identities Introduction to Azure AD Connect Comparison with AWS Implement virtual networking Azure Virtual Network and VNet peering VPN and ExpressRoute connections Comparison with AWS Implement VMs for Windows and Linux Configure high availability Comparison with AWS Implement load balancing and network security Implement Azure Load Balancer Implement an Azure Application Gateway Implement Azure Firewall Implement network security groups and application security groups Comparison with AWS Implement container-based applications Configure Azure Kubernetes Service Publish a solution on an Azure Container Instance Comparison with AWS Implement an application infrastructure Create an App Service plan Create and configure Azure App Service Configure networking for an App Service Introduction to Logic Apps and Azure Functions Comparison with AWS Implement storage accounts Azure Storage core concepts Managing the Azure Blob storage lifecycle Working with Azure Blob storage Comparison with AWS Implement NoSQL databases Introduction to Azure Cosmos DB Consistency Select appropriate CosmosDB APIs Set up replicas in CosmosDB Comparison with AWS DynamoDB Implement Azure SQL databases Configure Azure SQL database settings Implement Azure SQL Database managed instances Configure high availability for an Azure SQL database Comparison with AWS Implement cloud infrastructure monitoring Monitor security Monitor cost Configure a Log Analytics workspace Comparison with AWS Implement and manage Azure governance solutions Assign RBAC roles Configure management access to Azure Implement and configure an Azure Policy Comparison with AWS Manage security for applications Implement Azure Key Vault Implement and configure Azure AD Managed Identities Register and manage applications in Azure AD Comparison with AWS Migration, backup, and disaster recovery management Migrate workloads Implement Azure Backup for VMs Implement disaster recovery Comparison with AWS
This course will take you from the basic structure of ASP.Net Core 5 to building and enhancing a functional website. You will deep dive into the concepts by creating a product catalog, connecting your application to a database, sending emails from your application, integrating a secure payment system into your application, and a lot more.
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Duration 4 Days 24 CPD hours This course is intended for Data Modelers Overview Please refer to course overview This offering provides participants with introductory to advanced knowledge of metadata modeling concepts, and how to model metadata for predictable reporting and analysis results using IBM Cognos Framework Manager. Participants will learn the full scope of the metadata modeling process, from initial project creation, to publishing of metadata to the web, enabling end users to easily author reports and analyze data. Introduction to IBM Cognos Framework Manager Model data and identifying related data Define requirements and modeling strategies Overview of IBM Cognos Framework Manager Create a baseline project Extend a model Prepare reusable metadata Model for predictable results in IBM Cognos Framework Manager Identify query issues Identify reporting traps Model virtual star schemas Use query subjects, modify relationships, and consolidate metadata using virtual objects Create calculations, filter data, and customize metadata for runtime Implement a time dimension and specify determinants Model for presentation in IBM Cognos Framework Manager Create a presentation view Examine data source query subject types and stored procedure query subject types Specify data security and package security Specify object security and dynamic data security Create analysis objects Manage OLAP data sources Advanced capabilities in IBM Cognos Framework Manager Explore SQL generation and the use of governors Examine the use of IBM Cognos SQL and generated SQL for DMR data Other query considerations Use session parameters, prompt macros, and security macro functions Use materialized views, minimize SQL, and enable Dynamic Query Mode (DQM) DQM, CQM, caching metadata, query processing, aggregate calculation, and other ways to improve performance Extended capabilities in IBM Cognos Framework Manager Perform basic maintenance and management on a model Remap metadata to another source and import and link additional data sources Run scripts to automate or update a model and report on a model Segment a project, link a project, and branch a model Nest packages and specify package languages and functions Explore additional modeling techniques and customize metadata for a multilingual audience Additional course details: Nexus Humans B6252 IBM Cognos Framework Manager: Design Metadata Models v11.1.x 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 B6252 IBM Cognos Framework Manager: Design Metadata Models v11.1.x 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.