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

MP4 | Video: AVC 1920×1080 | Audio: AAC 48KHz 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 ggplot, 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.

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