Rudrendu Paul – Medium

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Rudrendu Paul

Causal Inference Part 1: Using Causal Inference to Understand Product Experiments

Causal inference is the process of determining the extent to which changes in one variable cause changes in another. This is particularly…

5 min readJan 9, 2023

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Causal Inference Part 1: Using Causal Inference to Understand Product Experiments

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Rudrendu Paul
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Towards Dev

Creating an End-to-End MLOps Platform for Enterprise Machine Learning Workflows

As a Data Science leader, I have found that implementing an MLOps platform can greatly improve the efficiency and effectiveness of the…

5 min readJan 5, 2023

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Creating an End-to-End MLOps Platform for Enterprise Machine Learning Workflows

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Rudrendu Paul
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Towards Dev

Data Science Project Management: A Practical Handbook

Data science project management is essential for ensuring the success of data science initiatives. This guide provides a practical…

4 min readJan 3, 2023

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Data Science Project Management: A Practical Handbook

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Rudrendu Paul
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Towards Dev

Post-Deployment ML Monitoring: Ensuring Model Performance and Accuracy

Monitoring machine learning models after they have been deployed to production is crucial for ensuring that they continue to perform…

6 min readJan 2, 2023

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Post-Deployment ML Monitoring: Ensuring Model Performance and Accuracy

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Rudrendu Paul

Data Science Delivery Management: Essential Strategies for Success

Managing a data science delivery pipeline involves coordinating multiple teams and processes to ensure the successful delivery of data…

4 min readJan 2, 2023

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Data Science Delivery Management: Essential Strategies for Success

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Rudrendu Paul

AI Prowess: Harnessing Docker for Streamlined Deployment and Scalability of Machine Learning…

Leveraging Docker’s power: streamlining deployment solutions, ensuring scalability, and simplifying CI/CD processes for machine learning…

1 min readAug 9, 2023

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AI Prowess: Harnessing Docker for Streamlined Deployment and Scalability of Machine Learning…

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Rudrendu Paul

Embracing AI for Software Development: Solution Strategies and Implementation

The article provides a comprehensive guide to seamlessly integrating AI into software development, addressing processes, selecting tools…

1 min readAug 1, 2023

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Embracing AI for Software Development: Solution Strategies and Implementation

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Rudrendu Paul

Datasets for Machine Learning Part 3: Understanding Different Types of Datasets for Machine…

Explore types of datasets for accurate ML models. Includes structured/unstructured data, labeling, supervised/unsupervised approaches

3 min readMay 6, 2023

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Datasets for Machine Learning Part 3: Understanding Different Types of Datasets for Machine…

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Rudrendu Paul

Datasets for Machine Learning Part 5: The Impact of Mishandled Datasets on Communities and…

Proper dataset handling in machine learning is crucial to avoid harm. Common pitfalls and lessons learned can improve community…

3 min readApr 29, 2023

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Datasets for Machine Learning Part 5: The Impact of Mishandled Datasets on Communities and…

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Rudrendu Paul

Datasets for Machine Learning Part 4: Data Transformation Techniques for Machine Learning: A…

Overview of dataset transformation for machine learning: methods, challenges, and considerations for data scientists

3 min readApr 22, 2023

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Datasets for Machine Learning Part 4: Data Transformation Techniques for Machine Learning: A…

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Rudrendu Paul

Rudrendu Paul

Data Science Leader | Ex-PayPal | Ads | Applied AI/ML | MBA | E-commerce | Retail | Judge at Startup Competitions | Reviewer Springer, Elsevier, IEEE | Speaker

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