Xuan Qin's Highlights on '15.7 Singular Value Decomposition - Springboard'

87 Commonly Asked Data Science Interview Questions

www.springboard.com/blog/data-science/data-science-interview-questions/

Aug 8, 2023

Explaining p-values with puppies

kozyrkov.medium.com/explaining-p-values-with-puppies-af63d68005d0

Jul 27, 2023

The 10 Most Confusing Python Concepts Made Easy

python.plainenglish.io/the-10-most-confusing-python-concepts-made-easy-766505ebbbc8

Jul 24, 2023

12 Data Science Projects To Try (From Beginner to Advanced)

www.springboard.com/blog/data-science/data-science-projects/

Jul 24, 2023

15 Free Satellite Imagery Data Sources - GIS Geography

gisgeography.com/free-satellite-imagery-data-list/

Jul 20, 2023

Transformers Explained Visually (Part 1): Overview of Functionality

towardsdatascience.com/transformers-explained-visually-part-1-overview-of-functionality-95a6dd460452

Jul 18, 2023

4 Types of Machine Learning to Know

builtin.com/machine-learning/types-of-machine-learning?i=1416c18a-fb6a-453c-8250-881c57969fc3&utm_source=transactional&utm_medium=email&utm_campaign=Built-In-Email

Jul 18, 2023

How AI Teach Themselves Through Deep Reinforcement Learning

builtin.com/machine-learning/deep-reinforcement-learning?i=1416c18a-fb6a-453c-8250-881c57969fc3&utm_source=transactional&utm_medium=email&utm_campaign=Built-In-Email

Jul 18, 2023

(84) How to Have an Informational Interview - My SECRET to Networking & Job Seeking! - YouTube

www.youtube.com/watch?v=bULSVSwkiTU

Jul 18, 2023

Drilling automation

petrowiki.spe.org/Drilling_automation

Jul 12, 2023

Explainable Boosting Machine — InterpretML documentation

interpret.ml/docs/ebm.html

Jul 3, 2023

The Explainable Boosting Machine

towardsdatascience.com/the-explainable-boosting-machine-f24152509ebb

Jul 3, 2023

Game Play Analysis II - LeetCode

leetcode.com/problems/game-play-analysis-ii/?envType=study-plan-v2&envId=premium-sql-50

Jul 3, 2023

Open Sourcing BERT: State-of-the-Art Pre-training for Natural Language Processing

ai.googleblog.com/2018/11/open-sourcing-bert-state-of-art-pre.html

Jun 30, 2023

How Are Principal Component Analysis and Singular Value Decomposition Related?

intoli.com/blog/pca-and-svd/

Jun 28, 2023

Machine Learning — Singular Value Decomposition (SVD) & Principal Component Analysis (PCA)

jonathan-hui.medium.com/machine-learning-singular-value-decomposition-svd-principal-component-analysis-pca-1d45e885e491

Linear Algebra

Jun 27, 2023

15.7 Singular Value Decomposition - Springboard

www.springboard.com/workshops/data-science-career-track/learn

Jun 23, 2023

(48) ResNet论文逐段精读 - YouTube

www.youtube.com/watch?v=pWMnzCX4cwQ

Jun 21, 2023

Building AI Applications with LangChain and GPT

www.datacamp.com/resources/webinars/building-ai-applications-with-langchain-and-gpt

Jun 15, 2023

It’s Time to Say GoodBye to pd.read_csv() and pd.to_csv()

towardsdatascience.com/its-time-to-say-goodbye-to-pd-read-csv-and-pd-to-csv-27fbc74e84c5

Jun 15, 2023

Webapps in Python with Solara — A Streamlit Killer?

itnext.io/webapps-in-python-with-solara-a-streamlit-killer-ab6fcc7bf5d7

Jun 14, 2023

Talk To Your CSV: How To Visualize Your Data With Langchain And Streamlit

levelup.gitconnected.com/talk-to-your-csv-how-to-visualize-your-data-with-langchain-and-streamlit-5cb8a0db87e0

Jun 14, 2023

Leveraging Text Embeddings with the OpenAI API: A Practical Guide

www.datacamp.com/tutorial/introduction-to-text-embeddings-with-the-open-ai-api?utm_source=gotowebinar&utm_medium=webinar&utm_campaign=230613_1-b2c-webinar_2-b2c_3-all_4-na_5-wb_6-tutorial_7-na_8-wbnr-gw_9-na_10-bau_11-general

LLM

GPT

NLP

Jun 14, 2023