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pluginagentmarketplace/custom-plugin-ai-data-scientist

AI Data Scientist Plugin - Advanced analytics and machine learning tools for data scientists

12 skills
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data-engineering

pluginagentmarketplace/custom-plugin-ai-data-scientist

5
This skill helps you design and optimize data pipelines and warehousing with Spark, Airflow, and Delta Lake for scalable analytics.
data-visualization

pluginagentmarketplace/custom-plugin-ai-data-scientist

5
This skill helps you create and customize data visualizations with Python libraries like matplotlib, seaborn, and plotly to explore insights and communicate
deep-learning

pluginagentmarketplace/custom-plugin-ai-data-scientist

5
This skill helps you build and optimize neural networks with PyTorch and TensorFlow for vision, NLP, and sequence modeling.
python-programming

pluginagentmarketplace/custom-plugin-ai-data-scientist

5
This skill helps you write efficient Python data science code with Pandas, NumPy, and data manipulation best practices.
nlp-processing

pluginagentmarketplace/custom-plugin-ai-data-scientist

5
This skill enables advanced natural language processing tasks such as text preprocessing, sentiment analysis, NER, and language model integration for analytics.
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time-series

pluginagentmarketplace/custom-plugin-ai-data-scientist

5
This skill helps you perform comprehensive time-series forecasting using ARIMA, SARIMA, Prophet, and deep learning, enabling accurate demand forecasts and
mlops-deployment

pluginagentmarketplace/custom-plugin-ai-data-scientist

5
This skill helps deploy and monitor ML models in production with Docker, Kubernetes, and CI/CD pipelines across cloud platforms.
computer-vision

pluginagentmarketplace/custom-plugin-ai-data-scientist

5
This skill helps you build, evaluate, and apply computer vision models for image classification, detection, and segmentation with practical examples.
statistical-analysis

pluginagentmarketplace/custom-plugin-ai-data-scientist

5
Probability, distributions, hypothesis testing, and statistical inference. Use for A/B testing, experimental design, or statistical validation.
reinforcement-learning

pluginagentmarketplace/custom-plugin-ai-data-scientist

5
This skill enables you to design, implement, and compare reinforcement learning algorithms across Q-learning, DQN, PPO, and multi-agent setups.