List: Data | Curated by Sumit

Jan 6, 2023
33 stories
Data
In
The Airbnb Tech Blog
by
Jeff Feng
How Airbnb Democratizes Data Science With Data UniversityBy Jeff Feng, Erin Coffman & Elena Grewal
May 24, 2017
19
May 24, 2017
19
In
The Airbnb Tech Blog
by
Pala
How Druid enables analytics at AirbnbRealtime and batch analytics at Airbnb and the role Druid plays in our analytics system architecture
Nov 13, 2018
16
Nov 13, 2018
16
In
We’ve moved to freeCodeCamp.org/news
by
Cecelia Shao
If you’re a developer transitioning into data science, here are your best resourcesIt seems like everyone wants to be a data scientist these days — from PhD students to data analysts to your old college roommate who keeps…
Apr 1, 2019
6
Apr 1, 2019
6
In
TDS Archive
by
Parul Pandey
Interpretable Machine LearningExtracting human understandable insights from any Machine Learning model
Apr 2, 2019
11
Apr 2, 2019
11
Slava Kurilyak
TL;DRTop 3 Deep Learning Courses:
May 5, 2017
2
May 5, 2017
2
In
We’ve moved to freeCodeCamp.org/news
by
David Venturi
Dive into Deep Learning with 15 free online coursesEvery day brings new headlines for how deep learning is changing the world around us. A few examples:
Apr 19, 2017
13
Apr 19, 2017
13
In
TDS Archive
by
Michael Galarnyk
How to Build a Data Science Portfolio
Jul 8, 2018
96
Jul 8, 2018
96
In
TDS Archive
by
Daniel Bourke
My Self-Created Artificial Intelligence Masters DegreeUniversity pathways were too expensive, so I decided to create my own.
Sep 17, 2017
30
Sep 17, 2017
30
In
We’ve moved to freeCodeCamp.org/news
by
Jekaterina Kokatjuhha
How to build a data science project from scratchA demonstration using an analysis of Berlin rental prices
Nov 13, 2018
21
Nov 13, 2018
21
In
TDS Archive
by
Tirthajyoti Sarkar
Essential Math for Data ScienceThe key topics to master to become a better data scientist
Aug 8, 2018
29
Aug 8, 2018
29
ODSC - Open Data Science
Logistic Regression with PythonLogistic regression was once the most popular machine learning algorithm, but the advent of more accurate algorithms for classification…
Apr 30, 2019
1
Apr 30, 2019
1
In
Netflix TechBlog
by
Netflix Technology Blog
Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and…By: Di Lin, Girish Lingappa, Jitender Aswani
Mar 25, 2019
7
Mar 25, 2019
7
In
TDS Archive
by
Daniel Bourke
12 Things I Learned During My First Year as a Machine Learning EngineerBeing your own biggest sceptic, the value in trying things which might not work and why communication is harder than technical problems.
Jul 6, 2019
14
Jul 6, 2019
14
In
FinTechExplained
by
Farhad Malik
Calculus 1 — A Must Know Concept For Every ProfessionalOnly Constant In Life Is Change And Calculus Measures Its Rate
Apr 24, 2019
9
Apr 24, 2019
9
Zelros AI
Four machine learning tricks you should have known to win the Data Science Olympics 2019Last Thursday we organized the third edition of the Data Science Olympics. It is the largest machine learning competition in Europe, with…
May 31, 2019
May 31, 2019
In
TDS Archive
by
Dipanjan (DJ) Sarkar
The Art of Effective Visualization of Multi-dimensional DataStrategies for Effective Data Visualization
Jan 15, 2018
27
Jan 15, 2018
27
In
Fishtown Analytics
by
Tristan Handy
Does my Startup Data Team Need a Data Engineer?The role of the data engineer in a startup data team is changing rapidly. Are you thinking about it the right way?
Jan 3, 2019
17
Jan 3, 2019
17
Cassie Kozyrkov
Top 10 roles in AI and data scienceWhen you think of the perfect data science team, are you imagining 10 copies of the same professor of computer science and statistics…
Jul 26, 2018
12
Jul 26, 2018
12
Cassie Kozyrkov
What on earth is data science?The quest for a useful definition
Aug 18, 2018
18
Aug 18, 2018
18
In
Cognizant Servian
by
Byron Allen
Scaling the Wall Between Data Scientist and Data EngineerOne of the most exciting thing in machine learning (ML) today, for me at least, is not at the bleeding-edge of deep learning or…
May 22, 2019
1
May 22, 2019
1