Data Science

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Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory (Coursera)

Oct 25th 2021
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory (Coursera)
Free Course
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This project is for anyone with foundation in programming and machine learning who wants to develop Data science and Machine learning projects but having limited resources on their computer and limited time. You will learn how to use the Google Colaboratory via your web browser to develop a Fake [...]
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Basic calculations with Python in Kaggle (Coursera)

Oct 25th 2021
Basic calculations with Python in Kaggle (Coursera)
Free Course
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Effort
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Basic calculations with Python in Kaggle: Python is the most widely used data science programming language. It is a cross-platform programming language, which means that it can run on multiple platforms like Windows, macOS, Linux. This general-purpose and dynamic language is inherently object-oriented. In this project, we will explore [...]
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Practical Crowdsourcing for Efficient Machine Learning (Coursera)

Oct 25th 2021
Practical Crowdsourcing for Efficient Machine Learning (Coursera)
Course Auditing
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This course will teach you efficient and scalable data labeling for ML and various business processes. The key here is the crowdsourcing approach, based on splitting complex challenges into small tasks and distributing them among a vast cloud of performers. You will get acquainted with crowdsourcing as a methodology, [...]
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Advanced Data Science Capstone (Coursera)

Oct 25th 2021
Advanced Data Science Capstone (Coursera)
Course Auditing
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This project completer has proven a deep understanding on massive parallel data processing, data exploration and visualization, advanced machine learning and deep learning and how to apply his knowledge in a real-world practical use case where he justifies architectural decisions, proves understanding the characteristics of different algorithms, frameworks and [...]
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Follow a Machine Learning Workflow (Coursera)

Oct 25th 2021
Follow a Machine Learning Workflow (Coursera)
Course Auditing
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Machine learning is not just a single task or even a small group of tasks; it is an entire process, one that practitioners must follow from beginning to end. It is this process—also called a workflow—that enables the organization to get the most useful results out of their machine [...]
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Oct 25th 2021
Course Auditing
41.00 EUR/month

Solve Business Problems with AI and Machine Learning (Coursera)

Oct 25th 2021
Solve Business Problems with AI and Machine Learning (Coursera)
Course Auditing
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Effort
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Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This is the first of four courses [...]
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Oct 25th 2021
Course Auditing
41.00 EUR/month

Advanced Clinical Data Science (Coursera)

This course prepares you to deal with advanced clinical data science topics and techniques including temporal and research quality analysis.
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Modeling Data in the Tidyverse (Coursera)

Developing insights about your organization, business, or research project depends on effective modeling and analysis of the data you collect. Building effective models requires understanding the different types of questions you can ask and how to map those questions to your data. Different modeling approaches can be chosen to [...]
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Wrangling Data in the Tidyverse (Coursera)

Data never arrive in the condition that you need them in order to do effective data analysis. Data need to be re-shaped, re-arranged, and re-formatted, so that they can be visualized or be inputted into a machine learning algorithm. This course addresses the problem of wrangling your data so [...]
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Importing Data in the Tidyverse (Coursera)

Getting data into your statistical analysis system can be one of the most challenging parts of any data science project. Data must be imported and harmonized into a coherent format before any insights can be obtained. You will learn how to get data into R from commonly used formats [...]
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