What do data scientists REALY do? 5 areas where DS are valued
Even though I am a senior data scientist, I’m sometimes confused about what data scientists do and where are data scientists valued. I would like to share my thoughts about what data scientists do in this video.
📚 Check out my article on this topic:
https://towardsdatascience.com/what-do-data-scientists-do-1309d53c2420?sk=336f88358e60a4eb87ca02d845fad7fc
⭐ Stay in touch:
Medium: https://sophiamyang.medium.com/
Twitter: https://twitter.com/sophiamyang
Linkedin: https://www.linkedin.com/in/sophiamyang/
🎹 Music:
https://soundcloud.com/ianfredrickson/dreamland
#datascience #datascientist
Watch on YouTube ↗
(saves to browser)
Playlist
Uploads from Sophia Yang · Sophia Yang · 9 of 60
1
2
3
4
5
6
7
8
![[Read a paper (with code)] Beyond Accuracy: Behavioral Testing of NLP models with CheckList](https://i.ytimg.com/vi/MecK4Bbw3Fs/mqdefault.jpg)
▶
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
Survival analysis using lifelines in Python
Sophia Yang
Customer lifetime value in a discrete-time contractual setting (math and Python implementation)
Sophia Yang
Time series analysis using Prophet in Python — Math explained
Sophia Yang
Multiclass logistic/softmax regression from scratch
Sophia Yang
Deploy a Python Visualization Panel App to Google Cloud App Engine
Sophia Yang
Deploy a Python Visualization Panel App to Google Cloud Run
Sophia Yang
A day in the life of a data scientist📍Austin
Sophia Yang
[Read a paper (with code)] Beyond Accuracy: Behavioral Testing of NLP models with CheckList
Sophia Yang
What do data scientists REALY do? 5 areas where DS are valued
Sophia Yang
5-step data science workflow
Sophia Yang
Multi-armed bandit algorithms - ETC Explore then Commit
Sophia Yang
Multi-armed bandit algorithms - Epsilon greedy algorithm
Sophia Yang
User retention analysis framework | data science product sense
Sophia Yang
Visualization and Interactive Dashboard in Python: My favorite Python Viz tools — HoloViz
Sophia Yang
Multi-armed bandit algorithms: Thompson Sampling
Sophia Yang
The Easiest Way to Create an Interactive Dashboard in Python
Sophia Yang
Big Data Visualization Using Datashader in Python | How does Datashader work and why is it so fast?
Sophia Yang
PyCon US 2022 Day 0 #shorts #datascience #tech #conference #vlog
Sophia Yang
PyCon US 2022 Day 1 #python #datascience #tech #conference #vlog
Sophia Yang
PyCon US 2022 Day 2 #python #datascience #conference #keynote #pyscript #vlog
Sophia Yang
Why do you want to be a data scientist? Don't be a data scientist if ...
Sophia Yang
Johnny Depp v Amber Heard Twitter Sentiment Analysis | Is Camille Vasquez the real winner | 🤗 NLP
Sophia Yang
How to build a product that sells itself | Product-led Growth | Book Summary | Read a book with me
Sophia Yang
Designing Machine Learning Systems | book summary | Read a book with me
Sophia Yang
Where do data scientists/analysts go next? Love and hate in data analytics (ft. Shashank Kalanithi)
Sophia Yang
How to communicate effectively at work | book summary | Read a book with me
Sophia Yang
Anaconda 10-year anniversary vlog
Sophia Yang
Meet the Author: Fundamentals of Data Engineering | DS/ML book club
Sophia Yang
What's new in hvPlot releases 0.8.0 & 0.8.1?
Sophia Yang
Meet the Author: Machine Learning Design Patterns | What do ML/Research Engineers do at Google?
Sophia Yang
Machine Learning Design Patterns | Google Executive | Investor | Meet the Author
Sophia Yang
How to solve data quality issues | Data Reliability | Meet the Author
Sophia Yang
Reliable Machine Learning author interview | DS/ML book club
Sophia Yang
Toronto VLOG | First vlog | Meet my favorite author | Toronto ML Summit conference
Sophia Yang
Vienna: a place where dream starts
Sophia Yang
❤️ Innsbruck: is it a dream? #shorts
Sophia Yang
TOP 6 tech news in 2022 #shorts
Sophia Yang
How to deploy a Panel app to Hugging Face using Docker?
Sophia Yang
Tech news this week | ChatGPT, Hacks, Snowflake, CES #shorts
Sophia Yang
🗞️ Tech news this week: ChatGPT, DreamerV3, Muse, VALL-E, Mineral, DoNotPay, Tesla, SBF... #shorts
Sophia Yang
Tech news this week | Boston Dynamics, Microsoft, Snowflake, Google, and more #shorts
Sophia Yang
The story of Metaflow | Effective Data Science Infrastructure | Book author interview
Sophia Yang
Tech news this week #shorts
Sophia Yang
A day in life of a data scientist | Data Day Texas | Interview 12 authors/speakers
Sophia Yang
Tech news this week #shorts
Sophia Yang
Explainable AI with Shapley Values (Part 1: Game Theory)
Sophia Yang
Explainable AI with Shapley Values (Part 2: Estimate Shapley Values)
Sophia Yang
Explainable AI with Shapley Values (Part 3: KernelSHAP)
Sophia Yang
Tech news this week | AI search war between Microsoft and Google #shorts
Sophia Yang
The Story of ChatGPT's creator OpenAI | From Riches to Fame
Sophia Yang
Explainable AI for Practitioners | Must-read for XAI | author interview
Sophia Yang
Train your own language model with nanoGPT | Let’s build a songwriter
Sophia Yang
The easiest way to work with large language models | Learn LangChain in 10min
Sophia Yang
The BEST browser? AI article summary, image generation, website insights. Microsoft Edge Copilot!
Sophia Yang
startup scene in data | insights from 50+ data startups from Data Council
Sophia Yang
NLP with Transformers author interview with Lewis Tunstall from Hugging Face
Sophia Yang
4 ways to do question answering in LangChain | chat with long PDF docs | BEST method
Sophia Yang
5 Steps to Build a Question Answering PDF Chatbot: LangChain + OpenAI + Panel + HuggingFace.
Sophia Yang
4 Autonomous AI Agents: “Westworld” simulation, Camel, BabyAGI, AutoGPT, Camel ⭐ LangChain ⭐
Sophia Yang
MiniGPT4: image understanding & open-source!
Sophia Yang
DeepCamp AI