Intro into data distributions and transformations for ML

Posted on February 10, 2020June 20, 2022 by Julian Simmons

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Customer Segmentation in Python

Posted on October 14, 2020June 20, 2022 by Julian Simmons

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Intro to Recommendation Engines

Posted on October 14, 2020June 20, 2022 by Julian Simmons

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Machine Learning for Marketing in Python

Posted on October 14, 2020June 20, 2022 by Julian Simmons

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Intro to Natural Language Processing in Python

Posted on October 8, 2020June 20, 2022 by Julian Simmons

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Into to Predictive Analytics in Python

Posted on September 27, 2020June 20, 2022 by Julian Simmons

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Comparing Machine Learning Algorithms

Posted on September 10, 2020June 20, 2022 by Julian Simmons

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Logistic Regression

Posted on September 7, 2020June 20, 2022 by Julian Simmons

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Deep Learning Performance Part 3 Batch Normalization, Dropout and Noise

Posted on August 22, 2020June 20, 2022 by Julian Simmons

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Deep Learning Performance 2 Weight/Activity Regularization, Weight Constraints, Early Stopping and Checkpoints

Posted on August 22, 2020June 20, 2022 by Julian Simmons

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Deep Learning Performance 1 Batch Size, Epochs and Optimizers

Posted on August 21, 2020June 20, 2022 by Julian Simmons

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How to Evaluate and Diagnose Deep Learning Models in Keras

Posted on August 20, 2020June 20, 2022 by Julian Simmons

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Introduction to Tensorflow and Keras

Posted on August 20, 2020June 20, 2022 by Julian Simmons

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Posted on August 20, 2020June 20, 2022 by Julian Simmons

Types of Neural Networks and When to Use Them

Posted on August 19, 2020June 20, 2022 by Julian Simmons

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Best Methods For Encoding Categorical Variables

Posted on August 19, 2020June 20, 2022 by Julian Simmons

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Market Basket Analysis in Python

Posted on July 27, 2020June 20, 2022 by Julian Simmons

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Thresholding and Calibration for Imbalanced Classification

Posted on July 25, 2020June 20, 2022 by Julian Simmons

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Comparing Linear and Nonlinear Correlations

Posted on July 2, 2020June 20, 2022 by Julian Simmons

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Decision Trees in Python

Posted on June 9, 2020June 20, 2022 by Julian Simmons

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Introduction to A/B testing in python

Posted on June 6, 2020June 20, 2022 by Julian Simmons

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