Remove 2018 Remove Exploratory Data Analysis Remove Python
article thumbnail

Building an End-to-End Machine Learning Project to Reduce Delays in Aggressive Cancer Care.

Towards AI

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.

article thumbnail

Introduction

Towards AI

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. With that in mind, hopefully this perspective can also add fresh insights and improve the robustness of existing models.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Mastering Large Language Models: PART 1

Mlearning.ai

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.

article thumbnail

Linear Regression for tech start-up company Cars4U in Python

Mlearning.ai

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
article thumbnail

Best Colleges for Data Science Course Online in India

Pickl AI

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. Data Science Course If you are looking for one of the best Data Science courses in India on an online forum, then Pickl.AI

article thumbnail

Capital One’s data-centric solutions to banking business challenges

Snorkel AI

That is a staggering statistic—50 to 80 percent of the end-to-end time is in data prep. The reason is that most teams do not have access to a robust data ecosystem for ML development. Recent research published in the Harvard Business Review in 2018 suggests that nearly $31.5 It is essentially a Python library.

article thumbnail

Capital One’s data-centric solutions to banking business challenges

Snorkel AI

That is a staggering statistic—50 to 80 percent of the end-to-end time is in data prep. The reason is that most teams do not have access to a robust data ecosystem for ML development. Recent research published in the Harvard Business Review in 2018 suggests that nearly $31.5 It is essentially a Python library.