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Details

In this course you will get an introduction to use Python for Data Science. You get acquainted with the components of IPython, NoteBook and NumPy module, among others. The second part of this online course covers complex data pieces such as pandas, machine learning via SciPy operations and the scikit-learn tool set.

Topics covered include Anaconda, JSON, SciPy stack, developing a 3D plot, managing processes in data science and much more.

Your result
After successful completion you are familiar with the basic and advanced techniques of Python in combination with Data Science.

Foreknowledge
You have basic programming knowledge.

Target audience
Software developer

Outline

Course content
Chapters

• Python for Data Science - Introduction to Python for Data Science (2 Hours, 32 Minutes)
• Python for Data Science - Complex Data Engineering in Python (2 Hours, 41 Minutes)
• Python for Data Science: Introduction to NumPy for Multi-dimensional Data (1 Hour)
• Python for Data Science: Advanced Operations with NumPy Arrays (1 Hour, 8 Minutes)
• Python for Data Science: Introduction to Pandas (1 Hour, 6 Minutes)
• Python for Data Science: Basic Data Visualization Using Seaborn (1 Hour, 7 Minutes)
• Python for Data Science: Advanced Data Visualization Using Seaborn (1 Hour, 4 Minutes)
• Python for Data Science: Manipulating and Analyzing Data in Pandas DataFrames (45 Minutes)

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What is OEM Office Elearning Menu?
OEM Office Elearning Menu provides ICT training to businesses and individuals, for end users or ICT professionals of all skill levels. From Microsoft Office to Certified Ethical Hacker, with over 200 brands of training we are sure we can get you started. By responding to new technology, we can always keep our training offerings relevant. Plus, we employ our own instructors, all of whom are certified and have years of hands-on experience.

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We offer comprehensive, customized ICT training from a variety of major A-brands to certification. For Microsoft Office, we can provide training in five languages: Dutch, English, French, German and Spanish. For Microsoft Office, we also take the exams. In addition to Microsoft Office, we offer customized training for all kinds of other software. This makes us the one-stop shop for all ICT training. Our goal is to teach people how to work with software in a goal-oriented and efficient way. We find good communication very important. We offer short lines of contact. Our customers always have a fixed point of contact with us.

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