Cover image of Machine Learning Archives - Software Engineering Daily

Machine Learning Archives - Software Engineering Daily

Machine learning and data science episodes of Software Engineering Daily.

Ranked #1

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TensorFlow in Practice with Rajat Monga

TensorFlow in Practice with Rajat Monga

TensorFlow is Google’s open source machine learning library. Rajat Monga is the engineering director for TensorFlow. In ... Read more

18 Aug 2016

42mins

Ranked #2

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TensorFlow Applications with Rajat Monga

TensorFlow Applications with Rajat Monga

Rajat Monga is a director of engineering at Google where he works on TensorFlow. TensorFlow is a framework for numerical... Read more

26 Apr 2018

51mins

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Ranked #3

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Kubeflow: TensorFlow on Kubernetes with David Aronchick

Kubeflow: TensorFlow on Kubernetes with David Aronchick

When TensorFlow came out of Google, the machine learning community converged around it. TensorFlow is a framework for bu... Read more

25 Jan 2019

55mins

Ranked #4

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TensorFlow with Greg Corrado

TensorFlow with Greg Corrado

“You don’t mind if failures slow things down, but its very important that failures do not stop forward progress.” Tensor... Read more

15 Dec 2015

40mins

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Ranked #5

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Hedge Fund Artificial Intelligence with Xander Dunn

Hedge Fund Artificial Intelligence with Xander Dunn

A hedge fund is a collection of investors that make bets on the future. The “hedge” refers to the fact that the investor... Read more

3 Apr 2017

53mins

Ranked #6

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Self-Driving Engineering with George Hotz

Self-Driving Engineering with George Hotz

In the smartphone market there are two dominant operating systems: one closed source (iPhone) and one open source (Andro... Read more

8 Aug 2018

56mins

Ranked #7

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Distributed Deep Learning with Will Constable

Distributed Deep Learning with Will Constable

Deep learning allows engineers to build models that can make decisions based on training data. These models improve over... Read more

14 Jun 2017

51mins

Ranked #8

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Deep Learning with Adam Gibson

Deep Learning with Adam Gibson

Deep learning uses neural networks to identify patterns. Neural networks allow us to sequence “layers” of computing, wit... Read more

10 Feb 2017

45mins

Ranked #9

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Bridging Data Science and Engineering with Greg Lamp

Bridging Data Science and Engineering with Greg Lamp

Current infrastructure makes it difficult for data scientists to share analytical models with the software engineers who... Read more

5 Oct 2015

47mins

Ranked #10

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Drishti: Deep Learning for Manufacturing with Krish Chaudhury

Drishti: Deep Learning for Manufacturing with Krish Chaudhury

RECENT UPDATES: Podsheets is our open source set of tools for managing podcasts and podcast businesses New version of So... Read more

17 Apr 2019

51mins

Ranked #11

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Scikit-learn with Andreas Mueller

Scikit-learn with Andreas Mueller

Scikit-learn is a set of machine learning tools in Python that provides easy-to-use interfaces for building predictive m... Read more

27 Sep 2016

31mins

Ranked #12

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Python Data Visualization with Jake VanderPlas

Python Data Visualization with Jake VanderPlas

Data visualization tools are required to translate the findings of data scientists into charts, graphs, and pictures. Un... Read more

16 Jan 2017

44mins

Ranked #13

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Deep Learning Systems with Milena Marinova

Deep Learning Systems with Milena Marinova

The applications that demand deep learning range from self-driving cars to healthcare, but the way that models are devel... Read more

19 Sep 2017

47mins

Ranked #14

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Real Estate Machine Learning with Or Hiltch

Real Estate Machine Learning with Or Hiltch

Stock traders have access to high volumes of information to help them make decisions on whether to buy an asset. A trade... Read more

11 Sep 2018

50mins

Ranked #15

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Deep Learning Hardware with Xin Wang

Deep Learning Hardware with Xin Wang

Training a deep learning model involves operations over tensors. A tensor is a multi-dimensional array of numbers. For s... Read more

29 Jan 2018

51mins

Ranked #16

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Self-Driving Deep Learning with Lex Fridman

Self-Driving Deep Learning with Lex Fridman

Self-driving cars are here. Fully autonomous systems like Waymo are being piloted in less complex circumstances. Human-i... Read more

28 Jul 2017

52mins

Ranked #17

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Scale Self-Driving with Alexandr Wang

Scale Self-Driving with Alexandr Wang

The easiest way to train a computer to recognize a picture of a cat is to show the computer a million labeled images of ... Read more

27 Feb 2018

43mins

Ranked #18

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Machine Learning is Hard with Zayd Enam

Machine Learning is Hard with Zayd Enam

Machine learning frameworks like Torch and TensorFlow have made the job of a machine learning engineer much easier. But ... Read more

16 Feb 2017

50mins

Ranked #19

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Word2Vec with Adrian Colyer

Word2Vec with Adrian Colyer

Machines understand the world through mathematical representations. In order to train a machine learning model, we need ... Read more

13 Sep 2017

54mins

Ranked #20

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People.ai: Machine Learning for Sales with Andrey Akselrod

People.ai: Machine Learning for Sales with Andrey Akselrod

A large sales organization has hundreds of sales people. Each of those sales people manages a set of accounts who they a... Read more

7 Aug 2019

45mins

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