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Gradient Descent vs Normal Equation for Regression Problems

                                                      Gradient Descent v/s Normal Equation In this article, we will see the actual difference between gradient descent and the normal equation in a practical approach. Most of the newbie machine learning enthusiasts learn about gradient descent during the linear regression and move further without...

Optimize Developer Productivity and Speed Time to Market for Data-Related Apps

Introduction Data is fundamental to today's digital world. Data and data connectivity are the essences of business decisions. Yes, you’ve heard it right! Analytics, BI, ETL all have one thing in common - they all rely on data. Enterprises need correct data to make the right business decisions. The need for data and data related applications has been...

Defining Scripted Contexts for Your Conversational AI Solution in Teneo

Scripted contexts make it possible to add restrictions to triggers or transitions using scripts. You define scripted contexts once, globally in your solution, and then they can be applied to any trigger or transition in your solution. You can include scripts in language conditions too, but that might cause duplication of code. Storing them centrally...

Redis Transactions and Long-Running Lua Scripts

Redis offers two mechanisms for handling transactions – MULTI/EXEC based transactions and Lua scripts evaluation. Redis Lua scripting is the recommended approach and is fairly popular in usage. Our Redis™ customers who have Lua scripts deployed often report this error – “BUSY Redis is busy running a script. You can only call SCRIPT KILL or SHUTDOWN...

API Development - Glossaries

In the API development world, we frequently hear many terminologies which are important to understand in terms of its full form and the definition of the same. Here I will try to put those terminologies and small description about it. To work on API, one should have good understanding of the terminologies which I am putting it here.  ...

How to Manage Multi-Cluster Kubernetes with Operators

At Kubermatic, we have been helping our customers deliver Kubernetes clusters and other cloud-native solutions since before they were buzzwords. We helped customers build clusters using Ansible, Terraform, and a variety of other non-cloud-native tools...and we helped them rebuild the clusters when we ran into the limits of these tools. In these early...

Cloud-Native Application Bundles: Containerization With Cloud-Native Applications

One of the few remaining challenges of deploying applications as microservices, running in containers, is complexity. A cloud environment may start as a simple ecosystem for microservices, but it doesn’t take much for that simplicity to be replaced by a complex web of containers. Modern container orchestration systems like Kubernetes don’t really...

What is Platform-as-a-Service? PaaS Types and Use Cases

There’s no single PaaS for everyone. Even the definition of this cloud computing service model is quite vague today. Commonly, it is described as a cloud hosting platform with a set of deployment and scaling automation, application management and DevOps tools that can be run on shared infrastructure or on-premise. Also, PaaS eliminates the complexity...

How to Choose Your Cloud Provider

When we need to migrate workloads to the cloud or build a greenfield environment in the cloud, a point of discussion that often comes up is which cloud provider to choose. The decision is often straightforward for organizations that are already on a specific cloud for the last several years, and have adopted a specific cloud provider. For any new workload...

Cloud Mining: A New Approach to Cryptocurrency Business

Miners are a necessary and important link in the cryptocurrency chain that take an active part in the issue of coins and maintain the system’s performance. A couple of years ago, it was possible to mine on a home PC and make a profit; now, the mining process has become so complicated that even collective pools and large farms do not always pay off....

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