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- Learn to manipulate and analyze flexibly structured data with MongoDB.
- Learn how to produce interactive web maps with ease using leaflet.
- Imitate Shakespear, translate language and autocomplete sentences using Deep Learning in Python.
- Learn how to pull character strings apart, put them back together and use the stringr package.
- Learn how to build data engineering pipelines in Python.
- Learn sentiment analysis by identifying positive and negative language, specific emotional intent and making compelling visualizations.
- Use your knowledge of common spreadsheet functions and techniques to explore Python!
- Prepare for your next statistics interview by reviewing concepts like conditional probabilities, A/B testing, the bias-variance tradeoff, and more.
- Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.
- Learn R for data science by wrangling, visualizing, and modeling political data like polls and election results.
- Explore association rules in market basket analysis with Python by bookstore data and creating movie recommendations.
- This course covers the basics of financial trading and how to use quantstrat to build signal-based trading strategies.
- Learn about AWS Boto and harnessing cloud technology to optimize your data workflow.
