Tag: Data science
-
Extracting data from various sheets with Python
Posted on April 12, 2020, Level beginner Resource Length medium
How to learn to unify Google Sheets, Excel, and CSV files -- a code-along guide. By Fabian Bosler.
Tags python how-to learning big-data data-science
-
Building data pipeline 101
Posted on April 11, 2020, Level beginner Resource Length medium
Haridas N is author of this article about data pipelines and how machine learning (ML) helps businesses manage, analyze, and use data more effectively than ever before.
Tags machine-learning big-data data-science miscellaneous
-
Autoencoders with Keras, TensorFlow, and Deep Learning
Posted on April 10, 2020, Level advanced Resource Length medium
In this tutorial, you will learn how to implement and train autoencoders using Keras, TensorFlow, and Deep Learning. Author discusses what autoencoders are, including how convolutional autoencoders can be applied to image data. Also more about the difference between autoencoders and other generative models, such as Generative Adversarial Networks (GANs). By Adrian Rosebrock.
Tags machine-learning big-data data-science python
-
Lessons learned from deploying a machine learning model
Posted on February 26, 2020, Level intermediate Resource Length medium
More than half a million calls go through the Talkdesk systems every day. For our clients, especially larger contact centers, it can be difficult to understand and monitor everything happening due to the amount of structured and unstructured data and the high pace at which they originate. Our main goal is to make their job easier by providing insightful dashboards about calls and the overall call center performance. By Henrique Carlos.
Tags big-data data-science
-
How to teach Artificial Intelligence
Posted on February 22, 2020, Level intermediate Resource Length short
Tom Vander Ark writes about the future of learning, work and human development. Here we have his thoughts on how to teach Artificial intelligence (AI).
Tags machine-learning big-data data-science
-
Can wearables keep up with us?
Posted on February 10, 2020, Level beginner Resource Length medium
Brinnae Bent and Jessilyn Dunn form Duke University wrote an article about wearable technology. Wearable technology has the potential to transform healthcare and research through accessible, continuous, and longitudinal health monitoring.
Tags software big-data data-science miscellaneous
-
Embodied Learning is essential to Artificial Intelligence
Posted on February 9, 2020, Level beginner Resource Length medium
Jeff Hawkins has a principle that intuitively makes a lot of sense, yet is something that Deep Learning research has not emphasized enough. This is the notion of embodied learning. That is, biological systems learn from interacting with the environment. By Carlos E. Perez.
Tags software big-data data-science miscellaneous
-
Covariant uses simple robot and gigantic neural net to automate warehouse picking
Posted on February 6, 2020, Level intermediate Resource Length long
A massive neural network connects cameras, a robot arm, and a suction gripper in Covariant's logistics system. By Evan Ackerman.
Tags miscellaneous big-data data-science iot servers
-
Quantum computing for the very curious
Posted on February 2, 2020, Level intermediate Resource Length long
If aliens have computers, it's because computers are the answer to a question that naturally occurs to both human and alien civilizations. By Andy Matuschak and Michael Nielsen.
Tags how-to cloud data-science machine-learning big-data software
-
The rise and fall of the OLAP Cube
Posted on January 30, 2020, Level beginner Resource Length long
One of the biggest shifts in data analytics over the past decade is the move away from building "data cubes", or "OLAP cubes", to running OLAP workloads directly on columnar databases. By Cedric Chin.
Tags big-data data-science miscellaneous database software-architecture
-
Algorithm that learns through rewards may show how our brain does too
Posted on January 20, 2020, Level beginner Resource Length medium
By optimizing reinforcement-learning algorithms, DeepMind uncovered new details about how dopamine helps the brain learn. By Karen Hao.
Tags miscellaneous data-science learning
-
TensorFlow 2 Tutorial: Get started in Deep Learning with tf.keras
Posted on January 17, 2020, Level advanced Resource Length long
Jason Brownlee wrote this tutorial to get you started with Deep Learning in TensorFlow. Predictive modeling with deep learning is a skill that modern developers need to know.
Tags big-data data-science python how-to learning