Data Science Essentials Advanced Algorithms and Visualizations (Project Files included)

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Data Science Essentials Advanced Algorithms and Visualizations (Project Files included)

Data Science Essentials Advanced Algorithms and Visualizations
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 50M | 1.01 GB
Genre: eLearning | Language: English


This course will make you look beyond the fundamentals with beautiful data visualizations with Seaborn and ggDescription, web development with Bottle, and even the new frontiers of deep learning with Theano and TensorFlow. We start with SVM and random forest for classification and regression. We look at big data, deep learning, and language processing. Then we use graph analysis techniques for very interesting and trending social media analytics. Finally, we take a complete overview of the principal machine learning algorithms, graph analysis techniques, and all the visualization and deployment tools that make it easier to present your results to an audience of both data science experts and business users.

All the code and supporting files for this course are available on Github at
http://github.com/PacktPublishing/Data-Science-Essentials-Advanced-Algorithms-and-Visualizations


Data Science Essentials Advanced Algorithms and Visualizations (Project Files included)


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