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Data Science with Python

http://www.learntek.org/product/data-science-python/ Learntek is global online training provider on Big Data Analytics, Hadoop, Machine Learning, Deep Learning, IOT, AI, Cloud Technology, DEVOPS, Digital Marketing and other IT and Management courses. We are dedicated to designing, developing and implementing training programs for students, corporate employees and business professional. www.learntek.org

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Data Science with Python

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  1. DATA SCIENCE WITH PYTHON

  2. The following topics will be covered in our DATA SCIENCE WITH PYTHON Online Training: Copyright @ 2015 Learntek. All Rights Reserved.

  3. Using Python to Control and Document Your Data Science Processes • Data Science with Python Training: Data types and objects • Loading packages, namespaces • Reading and writing data • Simple plotting • Control flow • Debugging • Code profiling Copyright @ 2015 Learntek. All Rights Reserved.

  4. Accessing and Preparing Data • Acquiring Data with Python • Loading from CSV files • Accessing SQL databases • Cleansing Data with Python • Stripping out extraneous information • Normalizing data • Formatting data Copyright @ 2015 Learntek. All Rights Reserved.

  5. Numerical Analysis, Data Exploration, and Data Visualization with NumPy Arrays & Matplotlib • The NumPy array • 2D plotting with Matplotlib • N-dimensional array operations and manipulations • Memory mapped files Copyright @ 2015 Learntek. All Rights Reserved.

  6. Exploring Data with Pandas and scipy.stats • Data manipulation with Pandas • Statistical analysis with Pandas • Time series analysis with Pandas • Overview of statistical tools in scipy.stats Copyright @ 2015 Learntek. All Rights Reserved.

  7. Machine Learning with scikit-learn • Input: 2D, samples, and features • Pre-processing data • Regression • Classification • Model selection Copyright @ 2015 Learntek. All Rights Reserved.

  8. Copyright @ 2015 Learntek. All Rights Reserved.

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