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Project: Image Compression with K-Means Clustering

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Project: Support Vector Machines with scikit-learn

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Project: Create Custom Layers in Keras

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Big Data, Artificial Intelligence, and Ethics

Big Data, Artificial Intelligence, and Ethics

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Project: Visual Machine Learning with Yellowbrick

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Project: Linear Regression with NumPy and Python

Project: Linear Regression with NumPy and Python

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Project: Image Noise Reduction with Auto-encoders using TensorFlow

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Project: Classification with Transfer Learning in Keras

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Project: Image Classification with CNNs using Keras

Project: Image Classification with CNNs using Keras

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Social Network Analysis

Social Network Analysis

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Reinforcement Learning for Trading Strategies

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The Data Scientist’s Toolbox

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Computational Social Science Methods

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Big Data Modeling and Management Systems

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Hadoop Platform and Application Framework

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Data Analysis and Representation, Selection and Iteration

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Data Processing Using Python

Data Processing Using Python

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Project: Multiple Linear Regression with scikit-learn

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Basic Statistics

Basic Statistics

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Applied Text Mining in Python

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Pattern Discovery in Data Mining

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Math behind Moneyball

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Introduction to People Analytics

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Data Visualization

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Data Manipulation at Scale: Systems and Algorithms

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Spatial Data Science and Applications

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Sequence Models for Time Series and Natural Language Processing

Sequence Models for Time Series and Natural Language Processing

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