Product Description
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
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
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
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
Machine Learning with scikit-learn
Input: 2D, samples, and features
Pre-processing data
Regression
Classification
Model selection
Duration & Timings :
Duration – 30 Hours.
Course Fee : $400. Discount Offer
Training Type: Online Live Interactive Session.
Faculty: Experienced.
Access to Class Recordings.
Weekday Session – Mon – Thu 8:30 PM – 10:30 PM EST– 4 Weeks. May 7, 2018.
Weekend Session – Sat & Sun 9:30 AM to 12:30 PM (EST) – 5 Weeks. May 26, 2018.
Weekend Session – Sat & Sun 9:30 AM to 12:30 PM (EST) – 5 Weeks. June 23, 2018.
Any questions, please submit Inquiry Now
USA: +1 734 418 2465 | India: +91 40 4018 1306
