Data Science

AI Data Science

Kaggle Days Paris 2019

In this video, Siraj Raval reports from the recent Kaggle Days event in Paris.

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Data Science Developer

The Open Source Computer Science Degree

In this video, ForrestKnight shares his curated list of free courses from reputable universities like MIT, Stanford, and Princeton that satisfy the same requirements as an undergraduate Computer Science degree, minus general education. Everything is open source online and free.

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Data Science Python

Predictive Customer Lifetime Value Models in Python

Implementing and Training Predictive Customer Lifetime Value Models in Python are covered in this talk by Jean-Rene Gauthier and  Ben Van Dyke. Customer lifetime value models (CLVs) are powerful predictive models that allow analysts and data scientists to forecast how much customers are worth to a business. CLV models provide crucial inputs to inform marketing […]

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Data Driven Data Science

Be Playful With Your Data

In this Data Point, I explain why you should be playful with your data and judicious with your time in this unusually philosophical Data Point Press the play button below to listen here or visit the show page at DataDriven.tv

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AI Data Science

A Data Science Rap Song? Yes, Please

Can you create a tight jam that also teaches the fundamentals of AI and Machine Learning? Siraj Raval can and does in this jam.

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Data Science Mathematics

Probability vs Likelihood

I’m often asked where’s the best place to get started in data science and AI. My answer is almost always the same: statistics. Statistics is the bedrock of data science and it’s a core pillar of AI. You could make the argument that statistics make up the core for understanding reality itself, but I have […]

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Career Data Science

5 Steps to Ace Data Science Interviews

In case you haven’t noticed, Data Science has become more and more popular as a career choice as it offers both lucrative salaries and the opportunity to have a huge impact. The Data Science interview process is challenging, but with dedicated practice you can succeed. In this video, Siraj Raval outlines the 7 steps to […]

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Computer Vision Data Science Python

Build a Pet Detector in 30 Minutes or Less

Ever wondered what breed that dog or cat is? In this show, you’ll learn how to train, optimize and deploy a deep learning model using Azure Notebooks, Azure Machine Learning Service, and Visual Studio Code using Python. Using transfer learning to retrain a mobilenet model via Tensorflow to recognize dog and cat breeds using the […]

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Data Science Privacy

Privacy in Data Science

Siraj Raval explores the thorny world of privacy in data science. In this video, he demos three privacy techniques; differential privacy, secure multi party computation, and federated learning.

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AI Data Science

How the Azure ML Data Prep SDK Will Make Your Life Easier

As anyone in this space can tell you, data preparation can be a very time consuming and error prone part of the advanced analytics process. In this video, we look at the recently released AML data prep SDK that uses AI and ML to make the data prep process easier and faster. Getting Started docs for the […]

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