Answer complicated questions, uncover greater insights and learn high-demand skills with Python and the power of data science. This 3-day course provides the foundational knowledge needed to move beyond the limitations of traditional spreadsheets to streamline and automate time-consuming tasks and encourage data-driven decision making.
Day 1: The Essentials of Python for Data Science:
Construct variables in Python and understand commonly used data structures
Perform iterations in Python to easily apply a process over multiple values
Encapsulate a process into a function to streamline and reduce repetition
Utilize if/else statements to handle various cases and conditions
Understand string data types and common operations applied to strings
Day 2: Object-Oriented Programming (OOP) and NumPy and Pandas Python packages:
Understand how OOP is implemented and used throughout Python and its packages
Use NumPy ndarray data structures for fast, multidimensional numerical operations
Utilize Pandas’ data structures and load CSV and Excel files as Pandas dataframes
Combine tables across multiple spreadsheets into one dataframe
Handle missing entries/data with Pandas, and utilize methods to replace missing values
Day 3: Advanced Panda Techniques and Task Automation
Use grouping operations in Pandas to create groups within a dataframe
Use NumPy functions in Pandas and understand the connection between them
Utilize manipulation and analysis tools in Pandas for times series
Up and down sample time series to change frequency
Understand time series transformations
Visualize data analysis results using
Matplotlib to create line and scatter plots, histograms and bar charts
Seaborn package to generate statistically focused plots
8:30 - 9:00 a.m.Registration and Breakfast
9:00 - 12:00 p.m.Course & Lab Work
12:00 - 1:00 p.m.Buffet Lunch*
1:00 - 4:30 p.m.Course & Lab Work
Two 15 minute breaks will be given at 10:30 a.m. and 2:30 p.m.
Travel: There is no group rate held at the Hyatt Centric Fisherman's Wharf San Francisco. Complimentary Wi-Fi is available in the meeting room.
*Meals: Breakfast and lunch buffets are provided daily, along with refreshments during breaks. We make an effort to provide a variety of well-rounded offerings. However, if you have a specific dietary requirement, please bring it to our attention during the checkout process so that it can be accommodated.
Attire: Casual. Please bring a sweater or jacket in case the temperature in the meeting room gets cold.
Fees: Your course fee includes a complete set of training materials, certification test, breakfast, and lunch.
ADA: Please let us know how we can help you fully participate in the meeting at +1-480-515-1411 or email us.
|Ticket Information ||Ticket Price |
| Early Registration (15+ days out) || USD 2,985|
| Standard Registration || USD 3,185|