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 Your AI skills are worth less than you think
We are in the middle of an AI boom. That doesn’t mean that making your AI startup succeed is easy. I think there are some important pitfalls ahead of anyone trying to build their business around AI.
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Data Science Project Flow for Startups
The aim of this post, then, is to present the characteristic project flow that I have identified in the working process of both my colleagues and myself in recent years. Hopefully, this can help both data scientists and the people working with them to structure data science projects in a way that reflects their uniqueness.
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Building AI to Build AI: The Project That Won the NeurIPS AutoML Challenge
This is an overview of designing a computer program capable of developing predictive models without any manual intervention that are trained & evaluated in a lifelong machine learning setting in NeurIPS 2018 AutoML3 Challenge.
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Comparing Machine Learning Models: Statistical vs. Practical Significance
Is model A or B more accurate? Hmm… In this blog post, I’d love to share my recent findings on model comparison.
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Why Applied MSc in Data Engineering? Data Engineers are in greater demand than Data Scientists
2 graduate programmes now available at Data ScienceTech Institute in France: Applied MSc in Data Engineering Applied MSc in Data Science & Artificial Intelligence, with enterprise level certifications included in each. There is a 100% conversion to an internship and 90% to a job contract.
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 How to build an API for a machine learning model in 5 minutes using Flask
Flask is a micro web framework written in Python. It can create a REST API that allows you to send data, and receive a prediction as a response.
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Word Embeddings & Self-Supervised Learning, Explained
There are many algorithms to learn word embeddings. Here, we consider only one of them: word2vec, and only one version of word2vec called skip-gram, which works well in practice.
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How to solve 90% of NLP problems: a step-by-step guide
Read this insightful, step-by-step article on how to use machine learning to understand and leverage text.
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Practical Apache Spark in 10 Minutes
Check out this series of articles on Apache Spark. Each part is a 10 minute tutorial on a particular Apache Spark topic. Read on to get up to speed using Spark.
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The Role of the Data Engineer is Changing
The role of the data engineer in a startup data team is changing rapidly. Are you thinking about it the right way?
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Your AI skills are worth less than you think
How to build an API for a machine learning model in 5 minutes using Flask