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Exploring the Advantages of Django Web Framework

Exploring the Advantages of Django Web Framework

UncategorizedDjangoposted by ODSC Community January 26, 2021

Python is the most acclaimed programming language in the world and it is the most used programming language. So, if you are well acquainted with Python, you must have heard about the Django web framework. Django gained popularity among the programming circle in a very short... Read more
Understanding the Mechanism and Types of Recurrent Neural Networks

Understanding the Mechanism and Types of Recurrent Neural Networks

Machine LearningModelingUncategorizedRecurrent Neural NetworksRNNposted by ODSC Community December 15, 2020

There are numerous machine learning problems in life that depend on time. For example, in financial fraud detection, we can’t just look at the present transaction; we should also consider previous transactions so that we can model based on their discrepancy. Using machine learning to solve such problems is called sequence learning, or sequence... Read more
Transforming Businesses Through Personalization

Transforming Businesses Through Personalization

Uncategorizedposted by ODSC Community November 10, 2020

In the wake of COVID-19, unprecedented acceleration in digital adoption has significantly re-shaped consumer behavior. The world is experiencing a decade’s worth of digital acceleration over the last few months, leading to significant changes in the way customers interact with brands and how brands interact with... Read more
Fight San Francisco Crime with fast.ai and Deepnote

Fight San Francisco Crime with fast.ai and Deepnote

UncategorizedDeepnoteposted by ODSC Community November 9, 2020

When most people picture San Francisco and the Bay Area, various positive connotations such as the Golden Gate Bridge, Chinatown, and software companies come to mind. However, like any metropolitan area, its dense population and wealth gap leads to an environment of lots of crime. Thanks... Read more

Predictive AI Layers for Databases

UncategorizedMindsDBPredictive AIWest 2020posted by ODSC Community October 19, 2020

Anyone that has dealt with Machine Learning (ML) understands that data is a fundamental ingredient to it. Given that a great deal of the world’s organized data already exists inside databases, doesn’t it make sense to bring machine learning capabilities straight to the database itself via... Read more
How to Explain Your ML Models?

How to Explain Your ML Models?

Blogs from ODSC SpeakersConferencesMachine LearningModelingUncategorizedEurope 2020explainable AIposted by ODSC Community August 11, 2020

Explainability in machine learning (ML) and artificial intelligence (AI) is becoming increasingly important. With the increased demand for explanations and the number of new approaches out there, it could be difficult to know where to start. In this post, we will get hands-on experience in explaining... Read more
PI and Simulation Art in R

PI and Simulation Art in R

RTools & LanguagesUncategorizedposted by Steve Miller February 25, 2020

I spent the better part of an afternoon last week perusing a set of old flash drives I’d made years ago for my monthly notebook backups. One that especially caught my attention had a folder of R scripts, probably at least 15 years old — harking... Read more
Announcing the ODSC West 2019 Data Science Award Winners

Announcing the ODSC West 2019 Data Science Award Winners

UncategorizedData Science AwardsDataKindMLRSHAPTensorFlowWest 2019posted by ODSC Team November 4, 2019

ODSC was started with a desire to build a community around data science and to make it more accessible. Sheamus McGovern, the founder of ODSC, said: “in this attempt, we owe a debt of gratitude .” Open source work is really... Read more
Machine Learning Guide: 20 Free ODSC Resources to Learn Machine Learning

Machine Learning Guide: 20 Free ODSC Resources to Learn Machine Learning

UncategorizedMachine Learningposted by Alex Landa, ODSC January 11, 2019

Machine learning, as with many other topics within data science, involves many skills, tools, languages, frameworks, and more. The #ODSC Machine Learning Guide is our compendium of 20 free resources for you to get started with machine learning, including videos from past ODSC machine learning presentations,... Read more
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