Tag: Learning
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Introduction to Numpy in python
Posted on November 25, 2021, Level beginner Resource Length long
NumPy is a valuable and efficient tool for dealing with large amounts of data. NumPy is quick; thus, it's easy to work with a vast amount of data. Data analysis libraries like NumPy, SciPy, Pandas, and others have exploded in popularity due to the data science revolution. By Sonia Jessica.
Tags python machine-learning big-data how-to learning
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I want to learn Artificial Intelligence and Machine Learning. Where can I start?
Posted on November 24, 2021, Level beginner Resource Length long
How I went from Apple Genius to startup failure to Uber Driver to Machine Learning engineer. An older article about journey to become ML expert by Daniel Bourke.
Tags cloud machine-learning big-data how-to learning
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How to create an effective technical architectural diagram?
Posted on November 15, 2021, Level beginner Resource Length long
An Alibaba engineer shows how you can create effective architectural diagrams. By Ding Yi @Alibaba.
Tags cloud miscellaneous cio software-architecture learning programming
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Comprehensive guide to understanding customers and making better UX decisions
Posted on November 13, 2021, Level beginner Resource Length long
User research is an integral part of the UX design process. It provides insight into your users' needs and behaviors, so that you can create better products and experiences for them. By Alexander Radahl.
Tags ux learning web-development app-development
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What is artificial intelligence and how does the EU plan to regulate it?
Posted on November 12, 2021, Level beginner Resource Length short
Receiving a film recommendation on your favourite video-on-demand platform, unblocking your phone with your face, using autocorrect, and chatting with a chatbot: all of these are everyday examples of Artificial Intelligence (AI). Despite sounding futuristic, AI is already being used by European citizens daily. Its opportunities can be endless, but there are also risks on the table. By Aida Sanchez Alonso.
Tags big-data miscellaneous cio startups machine-learning learning
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Coming to grips with lifecycle management in MS Teams
Posted on November 11, 2021, Level beginner Resource Length medium
Spontaneity is not the best way to approach your Microsoft Teams deployment. Sufficient planning and strategizing need to be done to prepare for its longevity. Lifecycle management is all about being visionary and efficiently managing your Microsoft Teams deployment long after it has been rolled out. By Michal Pisarek.
Tags azure learning cio management miscellaneous
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101 machine learning algorithms for data science with cheat sheets
Posted on November 10, 2021, Level beginner Resource Length medium
Your one-stop shop for machine learning algorithms. These 101 algorithms are equipped with cheat sheets, tutorials, and explanations. By Nathan Piccini.
Tags big-data learning data-science analytics
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How to tell a story with data: A guide for beginners
Posted on November 4, 2021, Level beginner Resource Length long
Over the past few years, data storytelling has taken off. This is not only because data and the role it plays in our lives is increasing. It's also because storytelling is the way we as humans have always come to understand ourselves and the world we live in. By Lydia Hooper.
Tags data-science learning cio agile miscellaneous
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How to deal with resistance of executives in transformation projects
Posted on November 3, 2021, Level intermediate Resource Length medium
The digital transformation is in full swing. Digitalization is not only changing technology and processes, but also the way we work together, i.e., the organization, leadership, and culture in companies. The companies that recognize these connections and continuously develop them are successful in the changes. But the reality is also: Many of these transformation projects fail, do not have the expected successes or are still waiting, because the associated changes and resistances are seen as too high hurdles. By Klaus Peren.
Tags management cio learning agile miscellaneous
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Videogames or homework? Why not both
Posted on October 27, 2021, Level beginner Resource Length short
Despite the growth of technology in our daily lives, the integration of digital technologies into education has been slower than anticipated. There seem to be a number of factors at work here, including problems with access to technology and the time and support needed to use technology successfully in the classroom. By Amber McLeod and Jo Blannin.
Tags learning miscellaneous how-to management software
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What's wrong with business cases
Posted on October 20, 2021, Level beginner Resource Length short
Older but still valid article by Jason Kitcat. Business cases are not a good way to make decisions. They give us false certainty and almost invariably mislead some or all of an organisation's leadership.
Tags cio learning management miscellaneous
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The state of security operations: How SOCs changed in 2021
Posted on October 17, 2021, Level beginner Resource Length medium
Security operations has seen non-stop evolution and growth for many years, but the past 18 months has been particularly impactful on security operations teams. In addition to the drastic transformation brought on by the COVID-19 pandemic, there have also been some significant breaches that have shifted perspectives and highlighted some key areas of concern. By pwheiler.
Tags cio learning infosec miscellaneous