NeurIPS 2018: Rethinking transparency and accountability in machine learning
Key takeaways from the discussion
To solve problems with machine learning, you must first understand them.
Different people or groups of people are going...
Deep Learning Indaba presents the state of Natural Language Processing in 2018
The ’Strengthening African Machine Learning’ conference organized by Deep Learning Indaba, at Stellenbosch, South Africa, is ongoing right now. This 6-day conference will celebrate...
Accountability and algorithmic bias: Why diversity and inclusion matters [NeurIPS Invited Talk]
One of the most awaited machine learning conference, NeurIPS 2018 is happening throughout this week in Montreal, Canada. It will feature a series of...
How NeurIPS 2018 is taking on its diversity and inclusion challenges
This year the Neural Information Processing Systems Conference is asking serious questions to improve diversity, equity, and inclusion at NeurIPS. “Our goal is to...
5 types of deep transfer learning
Transfer learning is a method of reusing a model or knowledge for another related task. Transfer learning is sometimes also considered as an extension...
Apache Spark 2.4.0 released
Last week, Apache Spark released its latest version, Apache Spark 2.4.0. It is the fifth release in the 2.x line.
This release comes with Barrier...
Technical and hidden debts in machine learning – Google engineers’ give their perspective
In a paper, Google engineers have pointed out the various costs of maintaining a machine learning system. The paper, Hidden Technical Debt in Machine...
Deep reinforcement learning – trick or treat?
Deep Reinforcement Learning (Deep RL) is the new buzzword in the machine learning world. Deep RL is an approach which combines reinforcement learning and...
Teaching AI ethics – Trick or Treat?
The Public Voice Coalition announced Universal Guidelines for Artificial Intelligence (UGAI) at ICDPPC 2018, last week. “The rise of AI decision-making also implicates fundamental...
Filestack Workflows comes with machine learning capabilities to help business manage their digital images
Filestack has come up with Filestack Workflows, a machine learning powered solution to help businesses detect, analyze, moderate and curate content in scalable and...
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Top life hacks for prepping for your IT certification exam
I remember deciding to pursue my first IT certification, the CompTIA A+. I had signed up for a class that lasted one week, per...
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Learn Transformers for Natural Language Processing with Denis Rothman
Key takeaways
The transformer architecture has proved to be revolutionary in outperforming the classical RNN and CNN models in use today.
Artificial intelligence is...
