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Isaac Tonyloi

Isaac Tonyloi

End-to-End Machine Learning on Google Cloud with Dataflow and BigQuery Using Open Data

Introduction

End-to-End Machine Learning on Google Cloud with Dataflow and BigQuery Using Open Data

End-to-End Machine Learning on Google Cloud with Dataflow and BigQuery Using Open Data

Sep 14, 2024

Understanding Cost Functions and Their Role in Measuring the Accuracy of Machine Learning Models

In the world of machine learning, the accuracy of a model is important. But how do we quantify how well a model performs? This is where the…

Understanding Cost Functions and Their Role in Measuring the Accuracy of Machine Learning Models

Understanding Cost Functions and Their Role in Measuring the Accuracy of Machine Learning Models

Sep 1, 2024

The Startup

Published in

The Startup

Supervised and Unsupervised Learning

What is machine learning?

Jan 31, 2021

Supervised and Unsupervised Learning

Supervised and Unsupervised Learning

Jan 31, 2021

“Cramer’s Rule: A Guide to Solving Linear Equations and Understanding Its Geometric Interpretation

When faced with solving a system of linear equations, methods like Cramer’s rule and Gaussian elimination are commonly employed. Gaussian…

“Cramer’s Rule: A Guide to Solving Linear Equations and Understanding Its Geometric Interpretation

“Cramer’s Rule: A Guide to Solving Linear Equations and Understanding Its Geometric Interpretation

Feb 10

Navigating AWS Load Balancers: Choosing Between CLB, ALB, and NLB for Optimal Performance

Amazon Web Services (AWS) offers three robust load balancing solutions: Classic Load Balancers (CLB), Application Load Balancers (ALB), and…

Navigating AWS Load Balancers: Choosing Between CLB, ALB, and NLB for Optimal Performance

Navigating AWS Load Balancers: Choosing Between CLB, ALB, and NLB for Optimal Performance

Jan 30

Data Lake vs Data Warehouse: Understanding When to Use Which

Organizations often find themselves needing robust systems to store, process, and analyze their data. Two prominent solutions that fulfill…

Data Lake vs Data Warehouse: Understanding When to Use Which

Data Lake vs Data Warehouse: Understanding When to Use Which

Jan 21

Securing Your AWS Databases

Your application is rapidly growing, attracting users who trust you with their personal and financial information. The security of your…

Jan 21

When it comes to modern application performance, speed is king.

The answer lies in database caching. By temporarily storing frequently requested data in fast-access storage (such as RAM or in-memory…

Dec 1, 2024

As businesses grow and technology evolves, systems must be prepared to handle increasing workloads.

In this article, we’ll break down what scalability is, explore the differences between vertical and horizontal scaling, and help you…

As businesses grow and technology evolves, systems must be prepared to handle increasing workloads.

As businesses grow and technology evolves, systems must be prepared to handle increasing workloads.

Nov 25, 2024

Advanced Data Caching Techniques for High-Performance Systems

When it comes to building high-performance systems, caching is one of the most powerful tools in a data engineer’s arsenal. The idea is…

Nov 13, 2024

Isaac Tonyloi

Isaac Tonyloi

Software Engineer. Fascinated by Tech and Productivity. Writing mostly for myself, sharing some of it with you

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