Towards AI

APRIL 7, 2024

Gilead Sciences provided a rich, real-world dataset that contains information about demographics, diagnosis and treatment options, and insurance provided to patients who were diagnosed with breast cancer from 2015–2018. The dataset originated from Health Verity, one of the largest healthcare data ecosystems in the US.

Machine Learning 124

Machine Learning Machine Learning Exploratory Data Analysis EDA 124

Towards AI

OCTOBER 31, 2023

Exploratory Data Analysis Next, we will create visualizations to uncover some of the most important information in our data. On the other hand, the purple line shows the trend of the data. At the same time, the number of rows decreased slightly to 160,454, a result of duplicate removal.

Exploratory Data Analysis 116

Exploratory Data Analysis Tableau Data Visualization Data Analysis 116

Mlearning.ai

MAY 5, 2023

Introduction of Large Language Models One of the most influential LLMs is the GPT (Generative Pre-trained Transformer) model, which was first introduced by OpenAI in 2018. The GPT model is based on a deep learning architecture called a transformer, which is designed to process sequences of data, such as natural language text.

Natural Language Processing 98

Natural Language Processing Deep Learning Deep Learning Exploratory Data Analysis 98

AWS Machine Learning Blog

APRIL 6, 2023

Both the missing sales data and the limited length of historical sales data pose significant challenges in terms of model accuracy for long-term sales prediction into 2026. However, the maximum length of historical sales data (maximum length of 140 months) still posed significant challenges in terms of model accuracy.

Machine Learning 109

Machine Learning Machine Learning ML ML 109

Mlearning.ai

JULY 2, 2023

The Art of Forecasting in the Retail Industry Part I : Exploratory Data Analysis & Time Series Analysis In this article, I will conduct exploratory data analysis and time series analysis using a dataset consisting of product sales in different categories from a store in the US between 2015 and 2018.

Exploratory Data Analysis 52

Exploratory Data Analysis Data Analysis Data Analysis Data Visualization 52

Mlearning.ai

FEBRUARY 28, 2023

In 2018–2019, while new car sales were recorded at 3.6 As a data scientist at Cars4U, I had to come up with a pricing model that can effectively predict the price of used cars and can help the business in devising profitable strategies using differential pricing. million units, around 4 million second-hand cars were bought and sold.

Python 52

Python EDA Exploratory Data Analysis Data Analysis 52

Pickl AI

APRIL 10, 2023

As per the recent report by Nasscom and Zynga, the number of data science jobs in India is set to grow from 2,720 in 2018 to 16,500 by 2025. Top 5 Colleges to Learn Data Science (Online Platforms) 1. The amount increases with experience and varies from industry to industry.

Data Science 52

Data Science Machine Learning Machine Learning Python 52