Analyses Like Python (Pandas & NumPy)

Jupyter Notebooks (Anaconda Distribution)

Jupyter Notebook

8.85 Great

SciPy/NumPy Ecosystem

Analytics

9.04 Excellent

Jupyter Notebooks (Google Colab)

Coding

8.33 Great

Spyder

Code Editor

7.20 Good

SHAP

Machine Learning

8.91 Great

MLflow

Machine Learning

8.81 Great

Jupyter Notebook Cloud Instances (Google Colab)

Cloud Computing

8.76 Great

Modal

Machine Learning

8.29 Great

Anaconda Distribution

Suite

7.57 Good

Deepchecks

Machine Learning

7.48 Good

RapidMiner

Analytics

7.36 Good

Auto-sklearn

Machine Learning

7.32 Good

InterpretML

Machine Learning

7.21 Good

Nexdev Data Science Bootcamp

Data Analytics Course

5.48 Mediocre

PyTorch

Machine Learning

9.17 Excellent

Python

Coding

9.16 Excellent

Hugging Face Transformers Library

Jetbrains Self Hosted AI

9.03 Excellent

Bayesian Time Series Modeling (PyMC/Stan)

Data Science

8.76 Great

Microsoft Power BI Desktop

Analysis

8.75 Great

Excel 365

Analysis

8.72 Great

DataQuest Data Analyst Path

Data Analytics Course

8.69 Great

Ultralytics YOLO

Machine Learning

8.67 Great

Streamlit

Jupyter Notebook

8.64 Great

Artificial Intelligence Engineering

Engineering

8.58 Great