New Content: Azure DP-100 Certification, Alibaba Cloud Certified Associate Prep, 13 Security Labs, and Much More

This past month our Content Team served up a heaping spoonful of new and updated content. Not only did our experts release the brand new Azure DP-100 Certification Learning Path, but they also created 18 new hands-on labs — and so much more!

New content on Cloud Academy

At any time, you can find all of our new releases by going to our Training Library and finding the section titled “New this month in our library.” You can also keep track of what new training is coming for the next 4-6 weeks with our Content Roadmap.


Alibaba

Learning Path: Alibaba Cloud Certified Associate (ACA) Preparation

Just starting out in the world of Alibaba Cloud? Let this learning path be the first step on your journey. It covers the essential aspects of this fast-growing platform, introducing you to the fundamental services you’ll need in order to build your own Alibaba Cloud infrastructure.

Course: Alibaba Server Load Balancer (SLB)

This course provides an introduction to Alibaba’s Server Load Balancer service, also known as SLB. The course begins with a brief intro to load balancing in general and then takes a look at Alibaba SLB and its three main components.


AWS

Course: Understanding Amazon RDS Performance Insights

This course explores Amazon RDS Performance Insights, a performance monitoring and tuning feature that can quickly assess the load on a database hosted inside Amazon RDS and determine when and where to take action.

Course: Understanding RDS Scaling and Elasticity

This course explores how to scale your RDS databases.  It covers scaling based on reads or writes, and what it means to scale horizontally or vertically. Additionally, it covers sharding databases as a way to increase write performance and when it needs to be considered as an option.

Course: Using Automation to Deploy AWS Databases

This course explores how to use automation when creating Amazon RDS databases. It includes using AWS Secrets Manager for increasing the security of provisioned resources by limiting human intervention.

Hands-on Lab: Efficiently Storing Data in S3 for Data Analytics Solutions

Amazon S3 is a fully managed service for storing data in the cloud. S3 frees you from managing servers, NAS and SAN devices, and from worrying about individual physical disks. In this lab, you will create data, store it in S3, and transform the data to be more performant and cost-efficient.

Lab Challenge: Data Analytics Processing Challenge

Put your skills to the test in this data analytics lab. Complete a data analytics processing solution before time runs out. You will need to be familiar with Amazon’s Data Analytics services and associated tools in order to complete a partially built solution for processing log data from an EC2 instance using Amazon Kinesis, AWS Lambda, and Amazon S3.


Azure

Learning Path: DP-100 Exam Prep: Designing and Implementing a Data Science Solution on Azure (preview)

This learning path is designed to help you prepare for Microsoft’s DP-100 Designing and Implementing a Data Science Solution on Azure exam. Even if you don’t plan to take the exam, these courses and hands-on labs will help you learn how to use Azure’s machine learning solutions.

Course: Introduction to Azure Machine Learning

Machine learning is a notoriously complex subject that usually requires a great deal of advanced math and software development skills. In this course, you will learn the basic concepts of machine learning and then follow hands-on examples of choosing an algorithm, running data through a model, and deploying a trained model as a predictive web service.

Course: Using the Azure Machine Learning SDK

Learn how to operate machine learning solutions at cloud scale using the Azure Machine Learning SDK. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion, data preparation, model training, and model deployment in Microsoft Azure.

Course: Analyzing Resource Utilization on Azure (update)

This course looks into how to capture log data and metrics from Azure services and feed this information into different locations for processing. We take a look at diagnostic logging, which can help to troubleshoot services and create queries and alerts based on that data. We also look into Azure Adviser, cost consumption reporting, and how we can baseline resources. 

Hands-on Lab: Tuning Hyperparameters with Hyperdrive in Azure Machine Learning

In the world of data science, model parameters are the elements generated from training a dataset. In contrast, a hyperparameter is a parameter used to control the outcome of training the model. In this lab, you will dive into Azure Notebooks and launch a Jupyter notebook to create a Hyperdrive experiment and perform hyperparameter tuning against a regression training model.

Hands-on Lab: Building Azure ML Pipelines with Azure Machine Learning SDK

With the Azure Machine Learning SDK comes Azure ML pipelines. Machine learning engineers can create a CI/CD approach to their data science tasks by splitting their workflows into pipeline steps. In this lab, you will dive into Azure Notebooks and launch a Jupyter notebook to build an Azure ML pipeline that ingests data, trains a model, and deploys a web service.


Data Science/Artificial Intelligence

Learning Path: The Beginner’s Guide to Machine Learning and Artificial Intelligence

This Learning Path provides an introduction to Machine Learning for beginners and​ is designed to be a gentle introduction, which means we’ll be starting at the ground up and focusing on giving students the tools and materials they need to navigate the space. 

Learning Path: The Basics of Data Management, Data Manipulation and Data Modelling

Take this learning path to get the basics of everything data-related. Learn about data sources, data formats, databases, SQL. This learning path focuses on understanding common data formats and interfaces. It explores some common data formats that you’ll encounter as a data engineer, and you’ll get a deep understanding of the pros and cons of storing your data in different ways.

Learning Path: Moving From Spreadsheets

This learning path gives you a fully hands-on introduction to machine learning with a focus on databases. It is comprised entirely of our interactive hands-on labs which means that you will get practical experience from the get-go.

DevOps

Hands-on Lab: Spinnaker Pipelines – Deploying Resources into Kubernetes

Spinnaker is an open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence. In this Lab scenario, you’ll first install and configure Spinnaker into its own dedicated Kubernetes cluster. As you advance, you’ll get into Spinnaker Pipelines, using Spinnaker with Kubernetes clusters, and extending the build and deployment even further.

Lab Challenge: Ansible Configuration Management Troubleshooting Challenge

In this lab challenge your Ansible configuration management skills are put to the test. You need to complete several tasks using Ansible to configure a host to serve a web application over HTTP and a web page over HTTPS. Use your knowledge of Ansible concepts and the command-line interface (CLI) to troubleshoot and resolve the issues in the provided configuration to pass all of the checks before time runs out.

Lab Challenge: Terraform Deploy AWS Resources Challenge

In this lab challenge, you will put your infrastructure development skills to the test. You will be tasked with developing an infrastructure solution using Terraform by modifying an existing Terraform configuration to include deploying a subnet and EC2 resource.

Course: Introduction to Kubernetes – refresh

Kubernetes is a production-grade container orchestration system that helps you maximize the benefits of using containers. Kubernetes provides you with a toolbox to automate deploying, scaling, and operating containerized applications in production. This course will teach you all about Kubernetes including what it is and how to use it.

Hands-on Lab: Webserver Creation using Pulumi to Manage Infrastructure

Pulumi is an Infrastructure as Code tool that supports multiple cloud providers. The key feature of Pulumi is that it allows you to describe your infrastructure using any of the popular programming languages it supports. In this lab, you will learn how to install and configure the Pulumi command-line tool, and you will learn how to use it to create a web server.


Security

Hands-on Lab: Cryptanalysis of Substitution Ciphers

Monoalphabetic ciphers are simple substitution ciphers where only one alphabet is used to substitute the characters from the plaintext and replace them one-for-one, where each character in the plaintext is always substituted with the same character in the ciphertext. This means that these ciphertexts are susceptible to frequency analysis. In this lab you will explore this by decrypting a classical cipher, the Caesar cipher.

Hands-on Lab: Asymmetric Encryption RSA Demonstration

RSA is a modern asymmetric encryption standard used in public key cryptographic schemes to share secret values and electronically sign documents. The algorithm works by using modulo mathematics to share numbers between parties, encrypting a value with a public key which only the holder of a separate, secret, private key. Each key pair is generated is calculated using several mathematic functions and equations. You will explore the RSA encryption algorithm in this lab by encrypting and decrypting a message.

Hands-on Lab: Dictionary Attacking a Web Application with Hydra and Burp Suite

In this lab, you will be attacking a Linux machine named Metasploitable, running the Damn Vulnerable Web App (DVWA). The DVWA is an open source web app written to be vulnerable to a host of different security exploits, designed for security professionals to practice their skills and conduct research.

Hands-on Lab: Cracking Hashes with John the Ripper

This lab is part of a series on cyber network security. You will be looking at different hashing algorithms, each of which were commonly used to store passwords on Windows and UNIX systems. You will be using John the Ripper to crack some password files.

Hands-on Lab: Configuring Active Directory Group Policies

You will be using the AD environment to create a new Group Policy Object (GPO) and apply it to a user account in order to enforce some security settings. Group Policy Objects are technical definitions of a user’s permissions and rights within a domain. GPOs are a powerful tool that enable a domain administration team to apply the principle of least privilege across thousands of users quickly and efficiently.

Hands-on Lab: Configuring IPsec on a Windows 2016 Server

IPsec is a framework of open standards for ensuring private, secure communications over IP networks through the use of cryptographic security services. The Microsoft Windows implementation of IPsec is based on standards developed by the Internet Engineering Task Force (IETF) IPsec working group. You will configure IPsec on a Windows Server 2016 machine in this lab. 

Hands-on Lab: SSL Handshake Analysis using Wireshark

Secure Sockets Layer (SSL) is a protocol which allows web HTTPS applications to exchange information securely. Wireshark is a network protocol analyzer that security professionals can use to filter and search through in order to understand traffic that has been logged using tcpdump or a similar tool. You will be analyzing a network traffic capture of an SSL handshake and then using a private key to decrypt and extract a file from the capture.

Hands-on Lab: Exploiting the Heartbleed Bug using MetaSploit

The Heartbleed bug is a serious vulnerability that was discovered to exist on web servers using the OpenSSL cryptographic library, a popular implementation of the TLS protocol for web servers. This exploit will work on any unpatched web servers running an OpenSSL instance in either client or server mode. You will exploit the Heartbleed bug in this lab.

Hands-on Lab: Configuring Access Control Lists on Cisco Routers

Standard ACLs allow a network security technician to control the traffic moving through their network and limit its propagation based on the kind of traffic and the source address. Cisco devices use a proprietary Command Line Interface (CLI) called the Internetworking Operating System (IOS) to configure and manage them. You will be using a Cisco virtual network simulator called Cisco Packet Tracer to learn networking and protocol functions.

Hands-on Lab: Using Snort to Detect a Brute Force Hydra Attack

pfSense is a FreeBSD based router/firewall that can be configured with various plugin modules which can enable network operations and defend a network from malicious behavior in the form of an IDS/IPS module called Snort. You will be conducting a dictionary attack on the Metasploitable DVWA using Hydra and Burp Suite in Kali Linux and attempting to detect it on the router using Snort and the community ruleset. 

Hands-on Lab: Using the Man-In-The-Middle Framework (MITMf) to Bypass HTTPS Strict Transport Security (HSTS)

This exercise will familiarize you with the Man-In-The-Middle framework (MITMf) and how an attacker might use this toolset to attack clients on your network. The particular attack we will be performing in this exercise will be bypassing the HSTS policy. You will use MITMf to bypass HTTPS Strict Transport Security (HSTS) in this lab.

Hands-on Lab: Using the Low Orbit Ion Cannon (LOIC) to Perform Denial of Service (DoS) Attacks

Denial of service can take many forms, but the basic purpose of an attack is to disrupt the availability of a service and to prevent normal operations from occurring. The most common method of attacking availability is network-based. The LOIC tool you will be using in this lab was made famous during Anonymous’ attacks on the church of scientology during Project Chanology.

Hands-on Lab: Performing FilePwn Using the Man-In-The-Middle Framework (MITMf)

The MITMf is a collection of tools, written into an easy-to-use framework by byt3bl33d3r, which an attacker can use to simplify the construction and execution of Man-In-The-Middle (MITM) attacks. The MITM attack you will be carrying out will be utilizing a feature called “FilePwn”, where the attacker can inject a malicious payload into or fully replace a file that the victim is downloading from an HTTP website.


Webinars

Stop Messing Around and Start Passing Your AWS Exams

Preparing for a cert can be stressful, we know it. Wouldn’t it be wonderful if you could gather key insights on how to tackle and pass an AWS exam from someone who has already gone through a bunch of them? Look no further! In this on-demand webinar, our AWS Certification Specialist, Stephen Cole, will guide you through some general strategies that you can apply when taking your first AWS exam, from home or on-site. 

Office Hours: Nail the Google Associate Cloud Engineer Exam

This is your chance to take your career a step further. How? By preparing for the Google Associate Cloud Engineer Exam and passing it, of course! Join Guy Hummel, Google and Azure Content Lead, and Tom Mitchell, Google and Azure Trainer, in this on-demand webinar to learn all of the secrets behind this exam. Our Google experts will break down the five subject areas assessed in the exam, and using samples, explain how to analyze questions to determine the correct answer.


Platform

Introducing SCORM to Create Custom Content With Ease

Your infrastructure is custom-built to fit your organization’s unique needs. Shouldn’t your tech training be, too? Capturing all the nuances of your production environment within your cloud training helps teams perform with accuracy and precision in the real world. With SCORM, you can quickly create personalized training that’s also highly interactive, easy to manage, and easy to scale across teams.


Stay updated

As always, we use Cloud Academy Blog to keep you up-to-date on the latest technology and best practices. All of our new blogs, reports, and updates go directly to our Cloud Academy social media accounts. For the latest updates, follow and like us on the following social media platforms:

Joe Nemer

Written by

Joe Nemer

Joe is a Technical Researcher at Cloud Academy and works to help readers connect concepts in ways they haven't thought of before.


Related Posts

Joe Nemer
Joe Nemer
— August 28, 2020

AWS Certification Practice Exam: What to Expect from Test Questions

If you’re building applications on the AWS cloud or looking to get started in cloud computing, certification is a way to build deep knowledge in key services unique to the AWS platform. AWS currently offers 12 certifications that cover major cloud roles including Solutions Architect, De...

Read more
  • AWS
  • AWS Certifications
Patrick Navarro
Patrick Navarro
— August 25, 2020

Overcoming Unprecedented Business Challenges with AWS

From auto-scaling applications with high availability to video conferencing that’s used by everyone, every day —  cloud technology has never been more popular or in-demand. But what does this mean for experienced cloud professionals and the challenges they face as they carve out a new p...

Read more
  • AWS
  • Cloud Adoption
  • digital transformation
Avatar
Andrew Larkin
— August 18, 2020

Constant Content: Cloud Academy’s Q3 2020 Roadmap

Hello —  Andy Larkin here, VP of Content at Cloud Academy. I am pleased to release our roadmap for the next three months of 2020 — August through October. Let me walk you through the content we have planned for you and how this content can help you gain skills, get certified, and...

Read more
  • alibaba
  • AWS
  • Azure
  • content roadmap
  • Content updates
  • DevOps
  • GCP
  • Google Cloud
  • New content
Alisha Reyes
Alisha Reyes
— August 5, 2020

New Content: Alibaba, Azure AZ-303 and AZ-304, Site Reliability Engineering (SRE) Foundation, Python 3 Programming, 16 Hands-on Labs, and Much More

This month our Content Team did an amazing job at publishing and updating a ton of new content. Not only did our experts release the brand new AZ-303 and AZ-304 Certification Learning Paths, but they also created 16 new hands-on labs — and so much more! New content on Cloud Academy At...

Read more
  • AWS
  • Azure
  • DevOps
  • Google Cloud Platform
  • Machine Learning
  • programming
Alisha Reyes
Alisha Reyes
— July 16, 2020

Blog Digest: Which Certifications Should I Get?, The 12 Microsoft Azure Certifications, 6 Ways to Prevent a Data Breach, and More

This month, we were excited to announce that Cloud Academy was recognized in the G2 Summer 2020 reports! These reports highlight the top-rated solutions in the industry, as chosen by the source that matters most: customers. We're grateful to have been nominated as a High Performer in se...

Read more
  • AWS
  • Azure
  • blog digest
  • Certifications
  • Cloud Academy
  • OWASP
  • OWASP Top 10
  • Security
  • VPCs
Avatar
Cloud Academy Team
— July 9, 2020

Which Certifications Should I Get?

The old AWS slogan, “Cloud is the new normal” is indeed a reality today. Really, cloud has been the new normal for a while now and getting credentials has become an increasingly effective way to quickly showcase your abilities to recruiters and companies. With all that in mind, the s...

Read more
  • AWS
  • Azure
  • Certifications
  • Cloud Computing
  • Google Cloud Platform
Alisha Reyes
Alisha Reyes
— July 2, 2020

New Content: AWS, Azure, Typescript, Java, Docker, 13 New Labs, and Much More

This month, our Content Team released a whopping 13 new labs in real cloud environments! If you haven't tried out our labs, you might not understand why we think that number is so impressive. Our labs are not “simulated” experiences — they are real cloud environments using accounts on A...

Read more
  • AWS
  • Azure
  • DevOps
  • Google Cloud Platform
  • Machine Learning
  • programming
Joe Nemer
Joe Nemer
— June 19, 2020

Kickstart Your Tech Training With a Free Week on Cloud Academy

Are you looking to make a jump in your technical career? Want to get trained or certified on AWS, Azure, Google Cloud Platform, DevOps, Kubernetes, Python, or another in-demand skill? Then you'll want to mark your calendar. Starting Monday, June 22 at 12:00 a.m. PDT (3:00 a.m. EDT), ...

Read more
  • AWS
  • Azure
  • cloud academy content
  • complimentary access
  • GCP
  • on the house
Alisha Reyes
Alisha Reyes
— June 11, 2020

New Content: AZ-500 and AZ-400 Updates, 3 Google Professional Exam Preps, Practical ML Learning Path, C# Programming, and More

This month, our Content Team released tons of new content and labs in real cloud environments. Not only that, but we introduced our very first highly interactive "Office Hours" webinar. This webinar, Acing the AWS Solutions Architect Associate Certification, started with a quick overvie...

Read more
  • AWS
  • Azure
  • DevOps
  • Google Cloud Platform
  • Machine Learning
  • programming
Rebecca Willis
Rebecca Willis
— June 3, 2020

Azure vs. AWS: Which Certification Provides the Brighter Future?

More and more companies are using cloud services, prompting more and more people to switch their current IT position to something cloud-related. The problem is most people only have that much time after work to learn new technologies, and there are plenty of cloud services that you can ...

Read more
  • AWS
  • Azure
  • certification
Alisha Reyes
Alisha Reyes
— June 2, 2020

Blog Digest: 5 Reasons to Get AWS Certified, OWASP Top 10, Getting Started with VPCs, Top 10 Soft Skills, and More

Thank you for being a valued member of our community! We recently sent out a short survey to understand what type of content you would like us to add to Cloud Academy, and we want to thank everyone who gave us their input. If you would like to complete the survey, it's not too late. It ...

Read more
  • AWS
  • Azure
  • blog digest
  • Certifications
  • Cloud Academy
  • OWASP
  • OWASP Top 10
  • Security
  • VPCs
Alisha Reyes
Alisha Reyes
— May 11, 2020

New Content: Alibaba, Azure Cert Prep: AI-100, AZ-104, AZ-204 & AZ-400, Amazon Athena Playground, Google Cloud Developer Challenge, and much more

This month, our Content Team released 8 new learning paths, 4 courses, 7 labs in real cloud environments, and 4 new knowledge check assessments. Not only that, but we introduced our very first course on Alibaba Cloud, and our expert instructors are working 'round the clock to create 6 n...

Read more
  • alibaba
  • AWS
  • Azure
  • gitops
  • Google Cloud Platform
  • lab playground
  • programming