The number of AI startups (top) is shown on the left, compared with total startups on the right..AI investment (below) is…
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A radical new neural network design could overcome big challenges in AI
With a traditional neural net, you have to specify the number of layers you want in your net at the…
Continue ReadingWhy there are no shortcuts to machine learning
Across all companies, product managers tend to define project success metrics (36 percent), with executive management (29 percent) and data…
Continue ReadingLeveling up AI-literacy for PMs
Product managers are increasingly responsible for shipping machine learning-driven product features, making critical product decisions based on machine learning techniques,…
Continue ReadingAn introduction to web scraping with Python
In order to make them complete, we just need to add before them the URL of the main page: http://books.toscrape.com/index.html…
Continue ReadingTowards Ethical Machine Learning
We must understand this data in order to digress from these biases, rather than perpetuating them.One step to reduce biases…
Continue ReadingIntroducing TF-Ranking
Programmatically, the ranking head is exposed via the factory method tfr.head.create_ranking_head.Using TF-RankingFrom the programming standpoint, TF-Ranking implements the TensorFlow Estimator…
Continue ReadingUnderstanding the concept of Hierarchical clustering Technique
This is a less popular technique in real world.Ward’s Method: This approach of calculating similarity between two clusters is exactly…
Continue ReadingGetting Data ready for modelling: Feature engineering, Feature Selection, Dimension Reduction (Part 1)
Encoding: So, What and Why is Encoding?Most algorithms we use work with numerical values whereas more often than not categorical…
Continue ReadingSusan Li
Parsing XML, Named Entity Recognition in One-ShotConditional Random Fields, Sequence Prediction…Mobile Ads Click-Through Rate (CTR) PredictionOnline Advertising, Google PPC, AdWords Campaign…Exploring…
Continue ReadingEffective Visualization of Multi-Dimensional Data — A Hands-on Approach
Do remember you need to create your bins manually if you are using the scatterplot functionality from matplotlib as opposed…
Continue ReadingMachine learning for people who know nothing about machine learning
It does a great job of matching the data we do have, but it won’t be able to make sensible…
Continue ReadingPeter Gleeson
Master these fundamentals.How Machines Make Predictions: Finding Correlations in Complex DataA tour from Pearson’s r to the…How to visualize the programming language…
Continue ReadingSlava Kurilyak
Deep Learning A-Z™: Hands-On Artificial Neural Networks by Kirill Eremenko, Hadelin de Ponteves, and the SuperDataScience Team via UdemyTop Machine…
Continue ReadingPython vs R for Data Science: And the winner is..
Python’s suite of specialized deep learning and other machine learning libraries includes popular tools like scikit-learn, Keras, and TensorFlow, which…
Continue ReadingCoding Your First Algorithm — Draw A Line
In this tutorial, of course, we will use JavaScript.After we get a good grasp on the algorithm visually, it’s time…
Continue ReadingMachine Learning & AI Main Developments in 2018 and Key Trends for 2019
This year we posed the question:What were the main developments in Machine Learning and Artificial Intelligence in 2018, and what…
Continue ReadingLearning Machine Learning vs Learning Data Science
If you do want one of these (often excellent) jobs, we still recommend focusing a minority of your education on…
Continue ReadingClassifying Cats & Dogs images with AutoML Vision
This gave me the idea to work with a similar dataset.Also, my brothers were highly fond of pets (especially cats…
Continue ReadingLearning Python: From Zero to Hero
Only the object can interact with its internal data.First, we need to understand how public and non-public instance variables and…
Continue ReadingWhat exactly can you do with Python? Here are Python’s 3 main applications.
Here are Python’s 3 main applications.YK SugiBlockedUnblockFollowFollowingJun 14If you’re thinking of learning Python — or if you recently started learning it — you may…
Continue ReadingObject Detection with 10 lines of code
Take a look at a 2 image samples below and the new images saved after detection.Before Detection:Image Credit: alzheimers.co.ukImage Credit:…
Continue ReadingHow to Code Your First Algorithm — Draw A Line
In this tutorial, of course, we will use JavaScript.After we get a good grasp on the algorithm visually, it’s time…
Continue ReadingCoding Your First Algorithm
In this tutorial, of course, we will use JavaScript.After we get a good grasp on the algorithm visually, it’s time…
Continue ReadingRedefining Audience Targeting in the Digital Age with Predictive Analytics
By increasing their Y these companies determine that their campaigns will yield a profit.Ads in abundance are annoying yet these…
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