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PyTorch Basics for Machine Learning (edX)

Self Paced
PyTorch Basics for Machine Learning (edX)
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This course is the first part in a two part course and will teach you the fundamentals of PyTorch. In this course you will implement classic machine learning algorithms, focusing on how PyTorch creates and optimizes models. You will quickly iterate through different aspects of PyTorch giving you strong [...]
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Analyzing Data with Python (edX)

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Analyzing Data with Python (edX)
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In this course, you will learn how to analyze data in Python using multi-dimensional arrays in numpy, manipulate DataFrames in pandas, use SciPy library of mathematical routines, and perform machine learning using scikit-learn!
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Deep Learning with Python and PyTorch (edX)

Self Paced
Deep Learning with Python and PyTorch (edX)
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This course is the second part of a two-part course on how to develop Deep Learning models using Pytorch. In the first course, you learned the basics of PyTorch; in this course, you will learn how to build deep neural networks in PyTorch. Also, you will learn how [...]
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Python Project for Data Science (Coursera)

Apr 29th 2021
Python Project for Data Science (Coursera)
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This mini-course is intended to for you to demonstrate foundational Python skills for working with data. The completion of this course involves working on a hands-on project where you will develop a simple dashboard using Python. This course is part of the IBM Data Science Professional Certificate and the [...]
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SQL Concepts for Data Engineers (edX)

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SQL Concepts for Data Engineers (edX)
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In this short course you will learn additional SQL concepts such as views, stored procedures, transactions and joins. This course builds on your existing SQL knowledge to learn about additional techniques that are key to Data Engineers.
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Python Project for AI & Application Development (Coursera)

Apr 26th 2021
Python Project for AI & Application Development (Coursera)
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This mini-course is intended to apply foundational Python skills by implementing different techniques to develop applications and AI powered solutions. Assume the role of a developer and unit test and package an application with the help of multiple hands-on labs. After completing this course you will have acquired the [...]
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Developing Applications with SQL, Databases, and Django (Coursera)

Apr 26th 2021
Developing Applications with SQL, Databases, and Django (Coursera)
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The essentials of application development are accessing, processing, and presenting data. Data is stored in various databases, either on-premise or on the cloud, and developers will need to learn how to talk to them via programming languages. In this course, you will be introduced to some fundamental database concepts. [...]
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Cybersecurity Capstone: Breach Response Case Studies (Coursera)

This course gives you the background needed to gain Cybersecurity skills as part of the Cybersecurity Security Analyst Professional Certificate program. You will explore incident response methodologies and security models. You will learn to recognize and categorize key types of vulnerabilities and associated attacks against today's organizations. [...]
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Advanced Data Science Capstone (Coursera)

Apr 26th 2021
Advanced Data Science Capstone (Coursera)
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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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Developing Cloud Apps with Node.js and React (Coursera)

Apr 26th 2021
Developing Cloud Apps with Node.js and React (Coursera)
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In this course, you will focus on server-side JavaScript and frameworks. You will discover ways to make development faster and easier in web browsers and embedded systems. You may ask, what is the relevance of developing cloud applications with Node.js and React? In 2020, the Stack Overflow survey of [...]
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