Neelesh Tiruviluamala

Neel Tiruviluamala is a math professor who has been consulting in the machine learning space for over ten years. He enjoys working on problems related to the supply chain because the data sets involved are rich and are amenable to a host of interesting quantitative tools.

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Neural Networks and Random Forests (Coursera)

Dec 5th 2022
Neural Networks and Random Forests (Coursera)
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In this course, we will build on our knowledge of basic models and explore advanced AI techniques. We’ll start with a deep dive into neural networks, building our knowledge from the ground up by examining the structure and properties. Then we’ll code some simple neural network models and learn [...]

Machine Learning Models in Science (Coursera)

Dec 5th 2022
Machine Learning Models in Science (Coursera)
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This course is aimed at anyone interested in applying machine learning techniques to scientific problems. In this course, we'll learn about the complete machine learning pipeline, from reading in, cleaning, and transforming data to running basic and advanced machine learning algorithms. We'll start with data preprocessing techniques, such as [...]
Dec 5th 2022
Course Auditing
33.00 EUR/month

Introduction to Data Science and scikit-learn in Python (Coursera)

Dec 5th 2022
Introduction to Data Science and scikit-learn in Python (Coursera)
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This course will teach you how to leverage the power of Python and artificial intelligence to create and test hypothesis. We'll start for the ground up, learning some basic Python for data science before diving into some of its richer applications to test our created hypothesis. We'll learn some [...]

Capstone Project: Advanced AI for Drug Discovery (Coursera)

Dec 5th 2022
Capstone Project: Advanced AI for Drug Discovery (Coursera)
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In this capstone project course, we'll compare genome sequences of COVID-19 mutations to identify potential areas a drug therapy can look to target. The first step in drug discovery involves identifying target subsequences of theirs genome to target. We'll start by comparing the genomes of virus mutations to look [...]
Dec 5th 2022
Course Auditing
32.00 EUR/month

Fundamentals of Machine Learning for Supply Chain (Coursera)

Dec 5th 2022
Fundamentals of Machine Learning for Supply Chain (Coursera)
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This course will teach you how to leverage the power of Python to understand complicated supply chain datasets. Even if you are not familiar with supply chain fundamentals, the rich data sets that we will use as a canvas will help orient you with several Pythonic tools and best [...]

Demand Forecasting Using Time Series (Coursera)

Dec 5th 2022
Demand Forecasting Using Time Series (Coursera)
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This course is the second in a specialization for Machine Learning for Supply Chain Fundamentals. In this course, we explore all aspects of time series, especially for demand prediction. We'll start by gaining a foothold in the basic concepts surrounding time series, including stationarity, trend (drift), cyclicality, and seasonality. [...]
Dec 5th 2022
Course Auditing
33.00 EUR/month

Capstone Project: Predicting Safety Stock (Coursera)

Dec 5th 2022
Capstone Project: Predicting Safety Stock (Coursera)
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In this course, we'll make predictions on product usage and calculate optimal safety stock storage. We'll start with a time series of shoe sales across multiple stores on three different continents. To begin, we'll look for unique insights and other interesting things we can find in the data by [...]
Dec 5th 2022
Course Auditing
33.00 EUR/month

Advanced AI Techniques for the Supply Chain (Coursera)

Dec 5th 2022
Advanced AI Techniques for the Supply Chain (Coursera)
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In this course, we’ll learn about more advanced machine learning methods that are used to tackle problems in the supply chain. We’ll start with an overview of the different ML paradigms (regression/classification) and where the latest models fit into these breakdowns.
Dec 5th 2022
Course Auditing
32.00 EUR/month