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The Data Science Method (edX)

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The Data Science Method (edX)
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Learn about the methodology, practices and requirements behind data science to better understand how to problem solve with data and ensure data is relevant and properly manipulated to address a variety of real-world projects and business scenarios.
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BigQuery Basics for Data Analysts (Coursera)

Jun 28th 2021
BigQuery Basics for Data Analysts (Coursera)
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Want to scale your data analysis efforts without managing database hardware? Learn the best practices for querying and getting insights from your data warehouse with this interactive collection of BigQuery Google Cloud Labs Series. BigQuery is Google's fully managed, NoOps, low-cost analytics database. With BigQuery you can query terabytes [...]
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Prediction Models with Sports Data (Coursera)

In this course the learner will be shown how to generate forecasts of game results in professional sports using Python. The main emphasis of the course is on teaching the method of logistic regression as a way of modeling game results, using data on team expenditures. The learner is [...]
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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

Calculus through Data & Modelling: Integration Applications (Coursera)

Jun 28th 2021
Calculus through Data & Modelling: Integration Applications (Coursera)
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This course continues your study of calculus by focusing on the applications of integration. The applications in this section have many common features. First, each is an example of a quantity that is computed by evaluating a definite integral. Second, the formula for that application is derived [...]
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Calculus through Data & Modelling: Series and Integration (Coursera)

Jun 28th 2021
Calculus through Data & Modelling: Series and Integration (Coursera)
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This course continues your study of calculus by introducing the notions of series, sequences, and integration. These foundational tools allow us to develop the theory and applications of the second major tool of calculus: the integral. Rather than measure rates of change, the integral provides a means [...]
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Calculus through Data & Modelling: Techniques of Integration (Coursera)

Jun 28th 2021
Calculus through Data & Modelling: Techniques of Integration (Coursera)
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In this course, we build on previously defined notions of the integral of a single-variable function over an interval. Now, we will extend our understanding of integrals to work with functions of more than one variable. First, we will learn how to integrate a real-valued multivariable function over different [...]
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Introduction to Statistical Analysis: Hypothesis Testing (Coursera)

This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.
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Operational Context and Data (Coursera)

By the end of this course, learners are empowered to implement data-driven process improvement objectives at their organization. The course covers: the business case for IoT (Internet of Things), the strategic importance of aligning operations and performance goals, best practices for collecting data, and facilitating a process mapping activity [...]
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