Gain the skills you need to analyze and visualize data with Python. In this Python training, you learn the fundamentals of Python programming with a focus on data analytics, and work with popular statistical computing libraries — like numPy, Pandas, sciPy, and Scikit-learn — that allow you to begin analyzing data to answer key business questions.
The eBooks and on-demand courses provided with this offering are a great way to explore your interest in the topics covered in the instructor-led course. At any time during your annual access to this offering, you may attend one of our 1-day review sessions, Course 4509: Introduction to Python for Data Analytics.
Introduction to Python for Data Analytics Delivery Methods
- Choose from instructor-led and blended delivery methods
- Attend online or bring this course to your facility
- After-course instructor coaching
Introduction to Python for Data Analytics Course Benefits
Use Python for statistical data analysisGenerate summary statistics with pandasClean, transform, and reshape dataGlean insights from the data through visualization
Python for Data Analytics Training Outline
- Working with data stored in pandas data frame objects
- Generating summary statistics with pandas
- Statistical modelling using NumPy and SciPy
- Plotting and visualizing data using MatPlotLib
- Making use of scikit-Learn to mine and analyse a data set
Course Outline & On-Demand Training Content
- Managing Data Science
- Hands-On Data Analysis with Pandas
- Hands-On Python Natural Language Processing
- Data Science Algorithms in a Week - Second Edition
- Machine Learning for Algorithmic Trading - Second Edition
- Hands-On Neural Networks
- Mastering Machine Learning Algorithms - Second Edition
- Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits
- Hands-On Data Science for Marketing
- Python Feature Engineering Cookbook
- Artificial Intelligence By Example - Second Edition
- Hands-On Machine Learning on Google Cloud Platform
- Exploratory Data Analysis with Pandas and Python 3.x
- Advanced Data Structures and Algorithms in Python
