Arun Rajendran

Published in DataDrivenInvestor

·3 days ago

5 Types of Machine Learning with Examples

Machine learning is a field that focuses on developing algorithms that enable computers to learn from data and improve their performance on a specific task without being explicitly programmed. In other words, machine learning is about creating algorithms that can learn from data, recognize patterns, and make predictions based on…

Machine Learning

7 min read

Machine Learning

7 min read

Published in DataDrivenInvestor

·Nov 1, 2022

Part-4: AWS Miscellaneous Tools

This is the blog series to log the preparation notes for the AWS Solution Architect Associate Exam(SAA C02) to help anyone preparing for the exam. This is the fourth part of the series. …

AWS

5 min read

AWS

5 min read

Published in DataDrivenInvestor

·Sep 28, 2022

Data-Driven Sales Forecasting with Machine Learning

This post is about exploring the Bigmart sales data and developing a Machine learning model for predicting the sales of a specific item for a particular store. The dataset is provided as part of Analytics Vidhya’s Bigmart Sales Prediction Problem. Introduction The Bigmart sales data consists of training data(8523 rows) and…

Data Science

10 min read

Data Exploration & Machine learning on Bigmart Sales Data

Data Science

10 min read

Published in DataDrivenInvestor

·Jan 29, 2022

Handling different data types in Machine Learning

Machine learning has found wide success across a wide variety of fields. In order to understand different ML algorithms, it becomes important to understand the different data types and how they are preprocessed before training models on them. To understand the different data types found in machine learning, read this…

Data Science

8 min read

Handling different data types in Machine Learning

Data Science

8 min read

Published in Towards AI

·Jan 5, 2022

Types of data in Machine Learning Explained

Machine learning has been successful across a wide variety of fields such as recommendation engines, healthcare, stock forecasting, supply chain management, and more. This is mainly due to the advancements in processors (GPUs & TPUs) coupled with the advent of the data age. Currently, we are able to collect &…

Machine Learning

5 min read

Machine Learning

5 min read

Published in MLearning.ai

·Dec 21, 2021

Part-3: S3, Cloudfront & Data migration services (AWS SAA Notes)

This is the blog series to log the preparation notes for the AWS Solution Architect Associate Exam(SAA C02) to help anyone preparing for the exam. This is the third part of the series. …

Aws Solutions Architect

6 min read

Part-3: S3, Cloudfront & Data migration services (AWS SAA Notes)

Aws Solutions Architect

6 min read

Published in Nerd For Tech

·Dec 14, 2021

Part-2: EC2 Instance storage & Databases (AWS SAA Notes)

This is the blog series to log the preparation notes for the AWS Solution Architect Associate Exam(SAA C02) to help anyone preparing for the exam. This is the second part of the series. In this part, we will discuss the EC2 storage options, compute services(such as load balancer & autoscaling)…

Aws Solution Architect

8 min read

Part-2: EC2 Instance storage & Databases (AWS SAA Notes)

Aws Solution Architect

8 min read

Published in Nerd For Tech

·Dec 6, 2021

Part-1: EC2 Fundamentals(AWS SAA Notes)

I gave my AWS Certified Solutions architect associate exam on December 3rd 2021 and cleared it. Just wanted to create a blog series derived mostly from the Udemy course, Ultimate AWS Certified Solutions Architect Associate 2021 instructed by Stephane Marek to ensure that I stay in touch with the course…

AWS

5 min read

AWS

5 min read