Get Yourself a Better Life! Free eLearning Download
Cloud Academy – Working With Pandas-STM
English | Size: 540.80 MB
Category: Tutorial
What is Pandas
Pandas is Python’s ETL package for structured data
Built on top of numpy, designed to mimic the functionality of R dataframes
Provides a convenient way to handle tabular data
Can perform all SQL functionalities, including group-by and join.
Compatible with many other Data Science packages, including visualisation packages such as Matplotlib and Seaborn [Read more…]
Cloud Academy – Zero to Deep Learning Bootcamp Three – Working with Convolutional and Recurrent Neural Networks
English | Size: 2.69 GB
Category: Tutorial
This Learning Path is the third and final of three Learning Paths in the Zero to Deep Learning Bootcamp Cloud Academy has developed in collaboration with Deep Learning expert Francesco Mosconi from Calalit. The Zero to Deep Learning Bootcamp has been developed to help you master Working with Convolutional and Recurrent Neural Networks in an interactive, self paced format. [Read more…]
Cloud Academy – Introduction to Azure Machine Learning
English | Size: 1.22 GB
Category: Tutorial
This learning path will introduce you to the primary machine learning tools on Azure. Even if you don’t have any previous experience with machine learning, that’s okay, because the first course starts with an introduction to the basic concepts. [Read more…]
Cloud Academy – Solving Infrastructure Challenges with Terraform
English | Size: 1.02 GB
Category: Tutorial
Terraform is HashiCorp’s infrastructure as code solution. With Terraform you can write declarative configuration files, view execution plans, and apply plans to realize the infrastructure declared in the configuration files. An important advantage of Terraform is that is supports over 100 resource providers including the major public and private cloud providers, such as Amazon Web Services, Microsoft Azure, Google Cloud Platform, VMWare vSphere, OpenStack, and CloudStack. This learning path teaches you everything you need to understand about Terraform, the problems it can solve, and to how to solve your infrastructure challenges with Terraform. Upon completing the learning path, you will be able to manage infrastructure across multiple clouds using a single workflow and a single tool, Terraform. [Read more…]
Cloud Academy – AWS Networking and Content Delivery
English | Size: 4.74 GB
Category: CBTs
This learning path has been designed to increase your understanding of AWS networking components to help you architect your environment using Virtual Private Clouds (VPCs) and Content Delivery solutions using the AWS Global network, specifically edge locations. [Read more…]
Cloud Academy – Google BigQuery
English | Size: 1.21 GB
Category: Tutorial
Does your organization generate a huge amount of data every day? Does all of that data sit in a number of different databases, making it difficult to analyze? Even if you already have a data warehouse, can it keep up with your constantly growing volume of data? Google’s solution to these problems is Google BigQuery, a massive, lightning-fast data warehouse in the cloud. [Read more…]
Cloud Academy – Internet of Things with Azure
English | Size: 4.45 GB
Category: Tutorial
IoT isn’t anything new, companies have been using devices to measure and quantify data for a while now. So why is it that IoT has become a buzzword in recent years? [Read more…]
Cloud Academy – Cloud Adoption Framework – Cloud Skills for Executive Teams
English | Size: 4.19 GB
Category: Tutorial
The Cloud Adoption Framework from AWS provides a guide to help organizations design and travel an accelerated path to successful cloud adoption. Moving an organization forward through the cloud maturity stages of the Cloud Adoption Framework requires all teams within an organization to have a baseline understanding of the operational aspects of cloud computing. This learning path is specifically designed to provide executive teams with a baseline understanding of the operational and cultural aspects of adopting cloud services. [Read more…]
Cloud Academy – Introduction to Machine Learning on AWS
English | Size: 1.89 GB
Category: Tutorial
This learning path provides an introduction to Machine Learning concepts with a blend of instructional courses, quizzes, and hands-on labs.
We begin with an introduction to the concepts of machine learning. You will then learn how to implement The Amazon Machine Learning services to create and use machine learning models. [Read more…]
Cloud Academy – AWS Governance and Compliance
English | Size: 4.45 GB
Category: Tutorial
Maintaining governance and compliance within the cloud is just as important as maintaining it on-premise. Almost all organizations are required to meet specific regulations and specifications from both an internal and external perspective, which affect their IT solutions which must be monitored and implemented effectively. [Read more…]