Crash Course on Python
Offered by Google. This course is designed to teach you the foundations in order to write simple programs in Python using the most common ... Enroll for free.
Source: coursera.org
Using GPT-2 to generate Tweets
Last summer I blogged about using a Deep Neural Network to generate tweets but only used 3200 of my tweets. Since then I've used Twitter's archive mechanism to retrieve ALL my tweets (just over 30,000) to train a network. Not any old network - the GPT-2 model from OpenAI. This 'finetuning' of an existing...
Python pioneer assesses the 30-year-old programming language
At age 30, the Python programming language has never been used by more developers across more use cases than it is today.
Source: venturebeat.com
Using the right tools for the job
Since this blog has been up I've fiddled with some text analysis stuff by analysing the text and making recommendations for similar blog entries. Did it all in PHP and MySQL just to understand how the algorithms work. Eventually it started to take about 5 hours to: tokenise and stemming the textcalculate...
My next Tweet could be generated by a deep-learning neural network.
My next tweet could be generated by a deep-learning neural network. I've been training one. Would anyone notice the difference? Could I just hand over tweeting to my machine? Method: downloaded the last 3200 Tweets that I posted using allmytweets.netpruned the dates off and removed the RTs by using some...
Source: agnate.co.uk
Understanding Latent Dirichlet Allocation with Gibbs Sampling by coding it from scratch. Latent Dirichlet Allocation (LDA)
Understanding Latent Dirichlet Allocation with Gibbs Sampling by coding it from scratch. Latent Dirichlet Allocation (LDA) is a machine-learning technique that by the magic of many (many many) small calculations it can detect patterns in data and cluster documents, for example, into similar topics. ...
Source: github.io
How to Clean Text for Machine Learning with Python - Machine Learning Mastery: You cannot go straight from raw text to fitting
How to Clean Text for Machine Learning with Python - Machine Learning Mastery: You cannot go straight from raw text to fitting a machine learning or deep learning model. You must clean your text first, which means splitting it into words and handling punctuation and case. In fact, there is a whole suite...
Source: machinelearningmastery.com
Is Python Really the Fastest-Growing Programming Language? - Slashdot: An anonymous reader quotes Stack Overflow Blog: In
Is Python Really the Fastest-Growing Programming Language? - Slashdot: An anonymous reader quotes Stack Overflow Blog:
In this post, we'll explore the extraordinary growth of the Python programming language in the last five years, as seen by Stack Overflow traffic within high-income countries. The term...
Source: slashdot.org
Python is the Growing Platform for Applied Machine Learning - Machine Learning Mastery: You should pick the right tool for
Python is the Growing Platform for Applied Machine Learning - Machine Learning Mastery: You should pick the right tool for the job. The specific predictive modeling problem that you are working on should dictate the specific programming language, libraries and even machine learning algorithms to use....
Source: machinelearningmastery.com
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