Ten Noteworthy AI Research Papers of 2023
magazine.sebastianraschka.com/p/10-ai-research-papers-2023
Mar 8, 2024
12
4 Ways to Handle Interview Questions You Don’t Know How to Answer
www.themuse.com/advice/4-ways-to-handle-interview-questions-you-dont-know-how-to-answer
Feb 28, 2024
2
Understanding Variational Autoencoders (VAEs)
towardsdatascience.com/understanding-variational-autoencoders-vaes-f70510919f73
Feb 20, 2024
2
Introduction to Autoencoders: From The Basics to Advanced Applications in PyTorch
www.datacamp.com/tutorial/introduction-to-autoencoders
Feb 20, 2024
12
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
1
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
10
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
3
Mastering Vector Databases with Pinecone Tutorial: A Comprehensive Guide
www.datacamp.com/tutorial/mastering-vector-databases-with-pinecone-tutorial
Jan 26, 2024
16
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
1
SQL vs NoSQL Databases: Key Differences and Practical Insights
www.datacamp.com/blog/sql-vs-nosql-databases
Jan 18, 2024
25
Using PostgreSQL in Python Tutorial: Create, Connect, and Manage Databases
www.datacamp.com/tutorial/tutorial-postgresql-python
Jan 17, 2024
3
Top 45 PostgreSQL Interview Questions For All Levels
www.datacamp.com/blog/top-postgresql-interview-questions-for-all-levels
Jan 17, 2024
7
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
2
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
2
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
1
Best Vector DBs for Retrieval-Augmented Generation (RAG)
www.aporia.com/blog/best-vector-dbs-for-retrieval-augmented-generation-rag/
Jan 4, 2024
13
Files · main · ghsc / Engineering Seismology and Impacts / libcomcat-python · GitLab
code.usgs.gov/ghsc/esi/libcomcat-python/-/tree/main
Dec 25, 2023
1
Download earthquake data from usgs in python
santhoshm.hashnode.dev/usgs-api-to-map-earthquake
Dec 25, 2023
1
InstructGPT 论文精读【论文精读】 - YouTube
www.youtube.com/watch?v=zfIGAwD1jOQ
Dec 22, 2023
5
XetHub Blog | You Don't Need a Vector Database
about.xethub.com/blog/you-dont-need-a-vector-database
Dec 14, 2023
6
GPT，GPT-2，GPT-3 论文精读【论文精读】 - YouTube
www.youtube.com/watch?v=t70Bl3w7bxY
Nov 30, 2023
31
Pod Lifecycle
kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/
Nov 14, 2023
2
Using a Service to Expose Your App
kubernetes.io/docs/tutorials/kubernetes-basics/expose/expose-intro/
Nov 14, 2023
2
Viewing Pods and Nodes
kubernetes.io/docs/tutorials/kubernetes-basics/explore/explore-intro/
Nov 14, 2023
2
Using kubectl to Create a Deployment
kubernetes.io/docs/tutorials/kubernetes-basics/deploy-app/deploy-intro/
Nov 14, 2023
4
Using Minikube to Create a Cluster
kubernetes.io/docs/tutorials/kubernetes-basics/create-cluster/cluster-intro/
Nov 14, 2023
10
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
2
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
1
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
5
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
4
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
3
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
4
Explore - LeetCode
leetcode.com/explore/learn/card/recursion-i/256/complexity-analysis/2374/
Nov 9, 2023
4
Explore - LeetCode
leetcode.com/explore/learn/card/recursion-i/253/conclusion/1650/
Nov 9, 2023
2
Explore - LeetCode
leetcode.com/explore/learn/card/recursion-i/256/complexity-analysis/1669/
Nov 9, 2023
2
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
7
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
2
Forecasting Non-Stationary Time Series
medium.com/@evertongomede/forecasting-non-stationary-time-series-03b638a7cd50
Oct 31, 2023
6
Principles of bootstrapping | Python
campus.datacamp.com/courses/sampling-in-python/bootstrap-distributions-4?ex=2
Oct 24, 2023
1
What the FAQ — InterpretML documentation
interpret.ml/docs/faq.html
Oct 12, 2023
1
Explainable Boosting Machine: Bridging the Gap between ML and Explainability
towardsdatascience.com/ebm-bridging-the-gap-between-ml-and-explainability-9c58953deb33
Oct 11, 2023
6
Performance And Explainability With EBM
towardsdatascience.com/performance-and-explainability-with-ebm-c5d363e5f82
Oct 11, 2023
13
Gradio tutorial (Build machine learning applications)
www.machinelearningnuggets.com/gradio-tutorial/
Oct 10, 2023
2
Streamlit vs Gradio: A Comprehensive Comparison
medium.com/@ShahabH/streamlit-vs-gradio-a-comprehensive-comparison-cc2f28b7b832
Oct 10, 2023
7
Interpretable Machine Learning with XGBoost
towardsdatascience.com/interpretable-machine-learning-with-xgboost-9ec80d148d27
Oct 9, 2023
3
Python Tutorial: Streamlit
www.datacamp.com/tutorial/streamlit
Oct 9, 2023
3
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
2
Vector Autoregressions tsa.vector_ar - statsmodels 0.15.0 (+59)
www.statsmodels.org/dev/vector_ar.html
Oct 5, 2023
1