Xuan Qin's Highlights on 'Viewing Pods and Nodes'

Introduction to Autoencoders: From The Basics to Advanced Applications in PyTorch

www.datacamp.com/tutorial/introduction-to-autoencoders

Feb 20, 2024

How to use Causal Inference when A/B testing is not available

towardsdatascience.com/how-to-use-causal-inference-when-a-b-testing-is-not-possible-c87c1252724a

Feb 14, 2024

Understanding the Role of Eigenvectors and Eigenvalues in PCA Dimensionality Reduction.

medium.com/@dareyadewumi650/understanding-the-role-of-eigenvectors-and-eigenvalues-in-pca-dimensionality-reduction-10186dad0c5c

Feb 2, 2024

Data Transformation with Power Query M in Power BI

www.datacamp.com/cheat-sheet/data-transformation-with-power-query-m-in-power-bi

Feb 2, 2024

Mastering Vector Databases with Pinecone Tutorial: A Comprehensive Guide

www.datacamp.com/tutorial/mastering-vector-databases-with-pinecone-tutorial

Jan 26, 2024

How to Find Out If a Company’s Culture Is Right for You

hbr.org/2020/11/how-to-find-out-if-a-companys-culture-is-right-for-you?hf=99552171&utm_campaign=website&utm_source=Herefish&utm_medium=Email

Jan 18, 2024

SQL vs NoSQL Databases: Key Differences and Practical Insights

www.datacamp.com/blog/sql-vs-nosql-databases

Jan 18, 2024

Using PostgreSQL in Python Tutorial: Create, Connect, and Manage Databases

www.datacamp.com/tutorial/tutorial-postgresql-python

Jan 17, 2024

Machine Learning for Recommender systems — Part 1 (algorithms, evaluation and cold start)

medium.com/recombee-blog/machine-learning-for-recommender-systems-part-1-algorithms-evaluation-and-cold-start-6f696683d0ed

Jan 17, 2024

Projecting to Web Mercator for using web tiles | Python

campus.datacamp.com/courses/working-with-geospatial-data-in-python/projecting-and-transforming-geometries?ex=7

Jan 5, 2024

Adding a background map | Python

campus.datacamp.com/courses/working-with-geospatial-data-in-python/introduction-to-geospatial-vector-data?ex=3

Jan 5, 2024

Best Vector DBs for Retrieval-Augmented Generation (RAG)

www.aporia.com/blog/best-vector-dbs-for-retrieval-augmented-generation-rag/

Jan 4, 2024

Files · main · ghsc / Engineering Seismology and Impacts / libcomcat-python · GitLab

code.usgs.gov/ghsc/esi/libcomcat-python/-/tree/main

Dec 25, 2023

Download earthquake data from usgs in python

santhoshm.hashnode.dev/usgs-api-to-map-earthquake

Dec 25, 2023

InstructGPT 论文精读【论文精读】 - YouTube

www.youtube.com/watch?v=zfIGAwD1jOQ

Dec 22, 2023

XetHub Blog | You Don't Need a Vector Database

about.xethub.com/blog/you-dont-need-a-vector-database

Dec 14, 2023

GPT，GPT-2，GPT-3 论文精读【论文精读】 - YouTube

www.youtube.com/watch?v=t70Bl3w7bxY

Nov 30, 2023

Pod Lifecycle

kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/

Nov 14, 2023

Using a Service to Expose Your App

kubernetes.io/docs/tutorials/kubernetes-basics/expose/expose-intro/

Nov 14, 2023

Viewing Pods and Nodes

kubernetes.io/docs/tutorials/kubernetes-basics/explore/explore-intro/

Nov 14, 2023

Using kubectl to Create a Deployment

kubernetes.io/docs/tutorials/kubernetes-basics/deploy-app/deploy-intro/

Nov 14, 2023

Using Minikube to Create a Cluster

kubernetes.io/docs/tutorials/kubernetes-basics/create-cluster/cluster-intro/

Nov 14, 2023

kubeflow-for-poets/5_kubeflow.md at master · springboard-curriculum/kubeflow-for-poets

github.com/springboard-curriculum/kubeflow-for-poets/blob/master/6_kubeflow_pipelines.md

Nov 10, 2023

kubeflow-for-poets/5_kubeflow.md at master · springboard-curriculum/kubeflow-for-poets

github.com/springboard-curriculum/kubeflow-for-poets/blob/master/5_kubeflow.md

Nov 10, 2023

kubeflow-for-poets/1_introduction.md at master · springboard-curriculum/kubeflow-for-poets

github.com/springboard-curriculum/kubeflow-for-poets/blob/master/4_kubernetes.md

Nov 10, 2023

kubeflow-for-poets/1_introduction.md at master · springboard-curriculum/kubeflow-for-poets

github.com/springboard-curriculum/kubeflow-for-poets/blob/master/3_docker.md

Nov 10, 2023

kubeflow-for-poets/1_introduction.md at master · springboard-curriculum/kubeflow-for-poets

github.com/springboard-curriculum/kubeflow-for-poets/blob/master/2_microservices.md

Nov 10, 2023

kubeflow-for-poets/1_introduction.md at master · springboard-curriculum/kubeflow-for-poets

github.com/springboard-curriculum/kubeflow-for-poets/blob/master/1_introduction.md

Nov 10, 2023

Explore - LeetCode

leetcode.com/explore/learn/card/recursion-i/256/complexity-analysis/2374/

Nov 9, 2023

Explore - LeetCode

leetcode.com/explore/learn/card/recursion-i/253/conclusion/1650/

Nov 9, 2023

Explore - LeetCode

leetcode.com/explore/learn/card/recursion-i/256/complexity-analysis/1669/

Nov 9, 2023

5 Things I Wish I Knew Before My First Job as a Data Analyst

medium.com/learning-data/5-things-i-wish-i-knew-before-my-first-job-as-a-data-analyst-3bdef1f2c6f

Nov 2, 2023

The No. 1 question to ask in a job interview, according to a former Google recruiter

www.cnbc.com/amp/2023/10/04/the-number-one-question-to-ask-in-a-job-interview.html

Nov 2, 2023

Forecasting Non-Stationary Time Series

medium.com/@evertongomede/forecasting-non-stationary-time-series-03b638a7cd50

Oct 31, 2023

Principles of bootstrapping | Python

campus.datacamp.com/courses/sampling-in-python/bootstrap-distributions-4?ex=2

Oct 24, 2023

What the FAQ — InterpretML documentation

interpret.ml/docs/faq.html

Oct 12, 2023

Explainable Boosting Machine: Bridging the Gap between ML and Explainability

towardsdatascience.com/ebm-bridging-the-gap-between-ml-and-explainability-9c58953deb33

Oct 11, 2023

Performance And Explainability With EBM

towardsdatascience.com/performance-and-explainability-with-ebm-c5d363e5f82

Oct 11, 2023

Gradio tutorial (Build machine learning applications)

www.machinelearningnuggets.com/gradio-tutorial/

Oct 10, 2023

Streamlit vs Gradio: A Comprehensive Comparison

medium.com/@ShahabH/streamlit-vs-gradio-a-comprehensive-comparison-cc2f28b7b832

Oct 10, 2023

Interpretable Machine Learning with XGBoost

towardsdatascience.com/interpretable-machine-learning-with-xgboost-9ec80d148d27

Oct 9, 2023

Python Tutorial: Streamlit

www.datacamp.com/tutorial/streamlit

Oct 9, 2023

Build Elegant Web Apps for Your Data Projects Using Low-Code Taipy

towardsdev.com/build-elegant-web-apps-for-your-data-projects-using-low-code-taipy-1706d6974a37

Oct 5, 2023

Vector Autoregressions tsa.vector_ar - statsmodels 0.15.0 (+59)

www.statsmodels.org/dev/vector_ar.html

Oct 5, 2023

Wikiwand - Granger causality

www.wikiwand.com/en/Granger_causality

Oct 5, 2023

Pros and Cons of Streamlit

medium.com/mlearning-ai/pros-and-cons-of-streamlit-8715ca17cc84

Oct 4, 2023

Time series best practice in the industry — Sales forecasting using SARIMAX

medium.com/@kirudang/time-series-best-practice-in-the-industry-sales-forecasting-using-sarimax-2dd9da81ed7b

Oct 3, 2023

Introduction to Autoencoders: From The Basics to Advanced Applications in PyTorch

How to use Causal Inference when A/B testing is not available

Understanding the Role of Eigenvectors and Eigenvalues in PCA Dimensionality Reduction.

Data Transformation with Power Query M in Power BI

Mastering Vector Databases with Pinecone Tutorial: A Comprehensive Guide

How to Find Out If a Company’s Culture Is Right for You

SQL vs NoSQL Databases: Key Differences and Practical Insights

Using PostgreSQL in Python Tutorial: Create, Connect, and Manage Databases

Top 45 PostgreSQL Interview Questions For All Levels

Machine Learning for Recommender systems — Part 1 (algorithms, evaluation and cold start)

Projecting to Web Mercator for using web tiles | Python

Adding a background map | Python

Best Vector DBs for Retrieval-Augmented Generation (RAG)

Files · main · ghsc / Engineering Seismology and Impacts / libcomcat-python · GitLab

Download earthquake data from usgs in python

InstructGPT 论文精读【论文精读】 - YouTube

XetHub Blog | You Don't Need a Vector Database

GPT，GPT-2，GPT-3 论文精读【论文精读】 - YouTube

Pod Lifecycle

Using a Service to Expose Your App

Viewing Pods and Nodes

Using kubectl to Create a Deployment

Using Minikube to Create a Cluster

kubeflow-for-poets/5_kubeflow.md at master · springboard-curriculum/kubeflow-for-poets

kubeflow-for-poets/5_kubeflow.md at master · springboard-curriculum/kubeflow-for-poets

kubeflow-for-poets/1_introduction.md at master · springboard-curriculum/kubeflow-for-poets

kubeflow-for-poets/1_introduction.md at master · springboard-curriculum/kubeflow-for-poets

kubeflow-for-poets/1_introduction.md at master · springboard-curriculum/kubeflow-for-poets

kubeflow-for-poets/1_introduction.md at master · springboard-curriculum/kubeflow-for-poets

Explore - LeetCode

Explore - LeetCode

Explore - LeetCode

5 Things I Wish I Knew Before My First Job as a Data Analyst

The No. 1 question to ask in a job interview, according to a former Google recruiter

Forecasting Non-Stationary Time Series

Principles of bootstrapping | Python

What the FAQ — InterpretML documentation

Explainable Boosting Machine: Bridging the Gap between ML and Explainability

Performance And Explainability With EBM

Gradio tutorial (Build machine learning applications)

Streamlit vs Gradio: A Comprehensive Comparison

Interpretable Machine Learning with XGBoost

Python Tutorial: Streamlit

Build Elegant Web Apps for Your Data Projects Using Low-Code Taipy

Vector Autoregressions tsa.vector_ar - statsmodels 0.15.0 (+59)

Wikiwand - Granger causality

Pros and Cons of Streamlit

Time series best practice in the industry — Sales forecasting using SARIMAX