pluginagentmarketplace/custom-plugin-ai-data-scientist

1

data-visualization EDA, dashboards, Matplotlib, Seaborn, Plotly, and BI tools. Use for creating visualizations, exploratory analysis, or…

pluginagentmarketplace/custom-plugin-ai-data-scientist

68

2

statistical-analysis Probability, distributions, hypothesis testing, and statistical inference. Use for A/B testing, experimental design, …

pluginagentmarketplace/custom-plugin-ai-data-scientist

49

3

reinforcement-learning Q-learning, DQN, PPO, A3C, policy gradient methods, multi-agent systems, and Gym environments. Use for training agent…

pluginagentmarketplace/custom-plugin-ai-data-scientist

38

4

machine-learning Supervised/unsupervised learning, model selection, evaluation, and scikit-learn. Use for building classification, reg…

pluginagentmarketplace/custom-plugin-ai-data-scientist

34

5

model-optimization Quantization, pruning, AutoML, hyperparameter tuning, and performance optimization. Use for improving model performan…

pluginagentmarketplace/custom-plugin-ai-data-scientist

34

6

computer-vision Image processing, object detection, segmentation, and vision models. Use for image classification, object detection, …

pluginagentmarketplace/custom-plugin-ai-data-scientist

30

7

nlp-processing Text processing, sentiment analysis, LLMs, and NLP frameworks. Use for text classification, named entity recognition,…

pluginagentmarketplace/custom-plugin-ai-data-scientist

30

8

time-series ARIMA, SARIMA, Prophet, trend analysis, seasonality detection, anomaly detection, and forecasting methods. Use for ti…

pluginagentmarketplace/custom-plugin-ai-data-scientist

28

9

data-engineering ETL pipelines, Apache Spark, data warehousing, and big data processing. Use for building data pipelines, processing l…

pluginagentmarketplace/custom-plugin-ai-data-scientist

25

10

deep-learning Neural networks, CNNs, RNNs, Transformers with TensorFlow and PyTorch. Use for image classification, NLP, sequence mo…

pluginagentmarketplace/custom-plugin-ai-data-scientist

20

11

mlops-deployment Docker, Kubernetes, CI/CD, model monitoring, and cloud platforms. Use for deploying ML models to production, setting …

pluginagentmarketplace/custom-plugin-ai-data-scientist

16

12

python-programming Python fundamentals, data structures, OOP, and data science libraries (Pandas, NumPy). Use when writing Python code, …

pluginagentmarketplace/custom-plugin-ai-data-scientist

15