Open in app

Sign In

Write

Sign In

Rebecca Vickery
Rebecca Vickery

20K Followers

Home

About

Published in Towards Data Science

·Jan 15

Learn to be a Data Science Leader

5 resources for learning the skill that no one will teach you — There are tons of training materials, courses and articles available about how to become a Data Scientist. Once you start working in the field the transition to a Senior Data Scientist should naturally occur as you gain more experience and skills. For many Data Scientists the natural next step after…

Data Science

5 min read

Learn to be a Data Science Leader
Learn to be a Data Science Leader
Data Science

5 min read


Published in Towards Data Science

·Nov 9, 2022

Machine Learning Algorithms Cheat Sheet

A quick reference guide to 5 common algorithms — The “no free lunch” theorem for machine learning states that there is no single machine learning algorithm that can solve all types of machine learning problems. Machine learning tasks can vary widely and the choice of algorithm will depend on things such as the size, dimensionality and sparsity of the…

Data Science

8 min read

Machine Learning Algorithms Cheat Sheet
Machine Learning Algorithms Cheat Sheet
Data Science

8 min read


Published in Towards Data Science

·Sep 27, 2022

5 Minute Guide to Cross Validation

What are the strategies? How and when should you use them? — The goal of a machine learning model is to learn general patterns from specific examples. In real life all data contains a degree of random variation and noise. In order to learn the general underlying pattern in a dataset and predict well on new data it is important that a…

Data Science

5 min read

5 Minute Guide to Cross Validation
5 Minute Guide to Cross Validation
Data Science

5 min read


Published in Towards Data Science

·Sep 19, 2022

3 Tools for Fast Data Profiling

Quickly analyse and summarise your data with these Python tools — Data profiling is one of the first steps in any data science project. It is a form of exploratory data analysis which seeks to analyse, describe and summarise a dataset to gain an understanding of both its quality and fundamental characteristics. The data profiling task is used to inform further…

Data Science

6 min read

3 Tools for Fast Data Profiling
3 Tools for Fast Data Profiling
Data Science

6 min read


Published in Towards Data Science

·Aug 30, 2022

An Introduction to Preprocessing Data for Machine Learning

Understand how and when to apply common preprocessing techniques — Machine learning algorithms learn patterns that exist in a set of features and use these patterns to predict a given target variable for new unknown data. …

Data Science

9 min read

An Introduction to Preprocessing Data for Machine Learning
An Introduction to Preprocessing Data for Machine Learning
Data Science

9 min read


Published in Towards Data Science

·Aug 19, 2022

Machine Learning in a Data Warehouse

Get started with machine learning using Snowpark Python — If you are working as a Data Scientist in a business setting you will extract much of your data for machine learning from a data warehouse or data lake. …

Data Science

6 min read

Machine Learning in a Data Warehouse
Machine Learning in a Data Warehouse
Data Science

6 min read


Published in Towards Data Science

·May 27, 2022

3 Free Machine Learning Courses You Should Take Right Now

Get started with your machine learning journey for free — There are many ways to get started with studying machine learning. I have previously written a lot about how to design your own curriculum and roadmap as an alternative to taking courses. This approach allows you to pick and choose free, or low-cost, resources from across the internet that suit…

Machine Learning

6 min read

3 Free Machine Learning Courses You Should Take Right Now
3 Free Machine Learning Courses You Should Take Right Now
Machine Learning

6 min read


Published in Towards Data Science

·May 17, 2022

Managing Data Science Projects with Poetry

How to install, set up, and use Poetry to manage your data science projects — Reproducibility is an important aspect of data science. When we talk about reproducibility in data science we refer to the ability to independently recreate the results of a project either by yourself at a later point in time or by a colleague. Having processes that ensure reproducibility builds trust in…

Data Science

4 min read

Managing Data Science Projects with Poetry
Managing Data Science Projects with Poetry
Data Science

4 min read


Published in Towards Data Science

·Apr 25, 2022

How to Be a Great Data Scientist

Become a data scientist who can deliver robust models and maximum impact — Data science has become a popular career choice over the last decade or so. Glassdoor rated data scientist as the 2nd best job in America in 2021. …

Data Science

5 min read

How to Be a Great Data Scientist
How to Be a Great Data Scientist
Data Science

5 min read


Published in Towards Data Science

·Apr 11, 2022

The Python Machine Learning Ecosystem

6 Python machine learning tools. What are they, and when should you use them? — Python continues to grow as the number one programming language used by data scientists. In Anaconda’s recent State of Data Science in 2021 report, 63% of the data scientists surveyed said that they always or frequently use Python. The popularity of Python within the data science community is in part…

Machine Learning

5 min read

The Python Machine Learning Ecosystem
The Python Machine Learning Ecosystem
Machine Learning

5 min read

Rebecca Vickery

Rebecca Vickery

20K Followers

Data Scientist | Writer | Speaker

Following
  • Moez Ali

    Moez Ali

  • Felicia C. Sullivan

    Felicia C. Sullivan

  • Felipe Hoffa

    Felipe Hoffa

  • Tim Denning

    Tim Denning

  • Tony Yiu

    Tony Yiu

Help

Status

Writers

Blog

Careers

Privacy

Terms

About

Text to speech