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Sahiba ChopraFebruary 7, 2019

An Introduction To Building a Classification Model Using Random Forests In Python

A random forest is an ensemble machine learning algorithm that is used for classification and regression problems. In this tutorial, learn how to build a random forest, use it to make predictions,...
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Gautam SingarajuJanuary 31, 2019

Introduction to Embedding in Natural Language Processing

Oracle Digital Assistant Architect and Software Lead Gautam Singaraju, Ph.D. gives an introduction on word embeddings along with techniques that embed higher dimensional artifacts into low...
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Joe HahnJanuary 30, 2019

Predictive Maintenance for Upstream Oil and Gas

Oracle Data Scientist Joe Hahn presents a toy-model simulation to assess a predictive maintenance strategy that can be applied to upstream oil and gas.
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Mats StellwallJanuary 24, 2019

Overview of Traditional Machine Learning Techniques

Oracle Data Scientist Mats Stellwall goes over four types of machine learning techniques that is considered as traditional machine learning.
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Manish BhogeJanuary 23, 2019

Using the Artificial Neural Network for Credit Risk Management

Oracle Financial Software Services Solution Architect Manish Bhoge introduces the Artificial Neural Network and how it can used in credit risk analysis.
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Mayank MishraJanuary 10, 2019

Computer Vision in Artificial Intelligence

Infostretch Data Scientist Mayank Mishra gives an introduction to computer vision and the Convolutional Neural Network.
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DataScience StaffJanuary 9, 2019

Data Science Concepts From A to Z: A Quickstart Guide for Non-Technical Professionals

Beyond technical challenges, misalignment between data science and business teams is one of the most common reasons data projects fail. Learn the lingo of data science — and improve outcomes — with...
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Quan NguyenDecember 17, 2018

Asynchronous Programming in Python for Web Scraping

Data Scientist Quan Nguyen provides a thorough explanation of asynchronous programming in this tutorial, which illustrates the basics through a variety of examples. Follow along to learn how to build...
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Ben LevineDecember 6, 2018

Character-Based Neural Networks for NLP in the Real World

Oracle Principal Software Engineer Ben Levine presents character-based approaches for real-world text classification problems.
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Dylan StoreyDecember 3, 2018

Random Forests, Decision Trees, and Ensemble Methods Explained

Data scientist Dylan Storey goes over how to implement a random forest from the ground up as well as how to train, make a prediction, and compare a random forest to a decision tree.
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