Similarity Search, Part 3: Blending Inverted File Index and Product Quantization
In the first two parts of this series we have discussed two fundamental algorithms in information retrieval: inverted file index and...- 25821Murphy2025-03-23
3 Essential PostgreSQL Functions You Deserve To Know
Three little-known functions that will elevate your data game- 25815Murphy2025-03-23
5 Data Science Portfolio Mistakes
How to make a portfolio that will get you hired- 23105Murphy2025-03-23
Unlocking the Power of Interaction Terms in Linear Regression
Learn how to make your linear models more flexible by including interaction terms- 22272Murphy2025-03-23
The Dreaded Antagonist: Data Leakage in Machine Learning
Probably one of the most underappreciated concepts in Machine Learning- 26852Murphy2025-03-23
Data Entropy – More Data, More Problems?
How to navigate and embrace complexity in a modern data organisation.- 28925Murphy2025-03-23
Creating Your Personalized Voice Assistant with GPT and Whisper
A Step-by-Step Guide- 21565Murphy2025-03-23
Change your focus over time in DAX Measures
How to determine if your investment has paid off when you advertise products over time- 29891Murphy2025-03-23
How to Evaluate the Performance of Your ML/ AI Models
An accurate evaluation is the only way to performance improvement- 30061Murphy2025-03-23
How to identify bird species by their songs?
A Kick-off for Applying ML on Sounds- 22850Murphy2025-03-23
Tabyl – a frequency table for the modern R user
Out with the old, in with the new!- 24283Murphy2025-03-23
Unraveling the Design Pattern of Physics-Informed Neural Networks: Part 02
Enhancing PINN training stability through ensemble learning and dynamic solution interval expansion- 28356Murphy2025-03-23
The Notorious XGBoost
Revisiting one of the most awarded machine learning algorithms- 21228Murphy2025-03-23
Mastering ChatGPT: Effective Summarization with LLMs
How to Prompt ChatGPT to get High-Quality Summaries- 22107Murphy2025-03-23
Visualizing Social Networks for Better Insights: Analyzing and Mapping Social Relationships withR
A beginner's guide to using Python's NetworkX library to conduct social network analysis- 26640Murphy2025-03-23
From Data Engineering to Prompt Engineering
Solving data preparation tasks with ChatGPT- 25120Murphy2025-03-23
Need for Speed: Comparing Pandas 2.0 with Four Python Speed-Up Libs (with Code)
Polars, Dask, RAPIDS.ai cuDF, and Numba are compared against Pandas 2.0 with pyarrow in the backend, vectorization, and itertuples()...- 20410Murphy2025-03-23
Unveiling the Dropout Layer: An Essential Tool for Enhancing Neural Networks
Understanding the Dropout Layer: Improving Neural Network Training and Reducing Overfitting with Dropout Regularization- 26258Murphy2025-03-23
Cyberpunking Your Matplotlib Figures
Taking Your Matplotlib Figures from Boring to Interesting with a Few Lines of Code- 25264Murphy2025-03-23
The Art of Spending: Optimizing Your Marketing Budget with Nonlinear Optimization
Introduction to CVXPY to maximize marketing ROI- 21327Murphy2025-03-23
Genius Cliques: Mapping out the Nobel Network
Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates.
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