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Mathematical Methods for Quantitative Finance (edX)

Sep 21st 2021
Mathematical Methods for Quantitative Finance (edX)
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Learn the mathematical foundations essential for financial engineering and quantitative finance: linear algebra, optimization, probability, stochastic processes, statistics, and applied computational techniques in R. Modern finance is the science of decision making in an uncertain world, and its language is mathematics. As part of the MicroMasters® Program in Finance, [...]
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Sep 21st 2021
Course Auditing
377.00 EUR/month

Preparing for the Google Cloud Professional Data Engineer Exam (Coursera)

From the course: "The best way to prepare for the exam is to be competent in the skills required of the job." This course uses a top-down approach to recognize knowledge and skills already known, and to surface information and skill areas for additional preparation. You can use this [...]
8
Average: 8 ( 3 votes )

Applied Deep Learning Capstone Project (edX)

Self Paced
Applied Deep Learning Capstone Project (edX)
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In this capstone project, you will apply your newly acquired deep learning knowledge and expertise to a real world challenge. In this capstone project, you'll use a Deep Learning library of your choice to develop, train, and test a Deep Learning model. Load and preprocess data for a real [...]
8
Average: 8 ( 3 votes )

Advanced Machine Learning: Machine Learning Infrastructure (Coursera)

Jun 28th 2021
Advanced Machine Learning: Machine Learning Infrastructure (Coursera)
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Machine Learning is one of the most innovative fields in technology, and the Google Cloud Platform has been instrumental in furthering its development. With a host of APIs, Google Cloud has a tool for just about any machine learning job. In this advanced-level Google Cloud Labs Series, you will [...]
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Jun 28th 2021
Course Auditing
32.00 EUR/month

Data Science on Google Cloud: Machine Learning (Coursera)

Jun 28th 2021
Data Science on Google Cloud: Machine Learning (Coursera)
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Activities in these self-paced labs are derived from the exercises from the book Data Science on Google Cloud Platform by Valliappa Lakshmanan, published by O'Reilly Media, Inc. In this Google Cloud Labs Series, covering chapter 9 through the end of the book, you run full-fledged machine learning jobs with [...]
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Jun 28th 2021
Course Auditing
32.00 EUR/month

Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)

Jun 28th 2021
Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)
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In the third course of the Practical Data Science Specialization, you will learn a series of performance-improvement and cost-reduction techniques to automatically tune model accuracy, compare prediction performance, and generate new training data with human intelligence. After tuning your text classifier using Amazon SageMaker Hyper-parameter Tuning (HPT), you [...]
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Dynamic Programming, Greedy Algorithms (Coursera)

Jun 28th 2021
Dynamic Programming, Greedy Algorithms (Coursera)
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This course covers basic algorithm design techniques such as divide and conquer, dynamic programming, and greedy algorithms. It concludes with a brief introduction to intractability (NP-completeness) and using linear/integer programming solvers for solving optimization problems. We will also cover some advanced topics in data [...]
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Serverless Data Processing with Dataflow: Operations (Coursera)

Jun 28th 2021
Serverless Data Processing with Dataflow: Operations (Coursera)
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In the last installment of the Dataflow course series, we will introduce the components of the Dataflow operational model. We will examine tools and techniques for troubleshooting and optimizing pipeline performance. We will then review testing, deployment, and reliability best practices for Dataflow pipelines. [...]
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Machine Learning Data Lifecycle in Production (Coursera)

Jun 28th 2021
Machine Learning Data Lifecycle in Production (Coursera)
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In the second course of Machine Learning Engineering for Production Specialization, you will build data pipelines by gathering, cleaning, and validating datasets and assessing data quality; implement feature engineering, transformation, and selection with TensorFlow Extended and get the most predictive power out of your data; and establish the data [...]
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Jun 28th 2021
Course Auditing
41.00 EUR/month

Introduction to Machine Learning in Production (Coursera)

Jun 28th 2021
Introduction to Machine Learning in Production (Coursera)
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In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the [...]
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Jun 28th 2021
Course Auditing
41.00 EUR/month