PYTHON PROGRAMMING FOR AI
Course 3302
2 Days
$999
Python is the go-to language for anyone looking to dive into artificial intelligence. In this course, we’ll cover the basics of Python programming and show you how to use it for AI projects. From writing simple scripts to working with libraries that make AI magic happen, you’ll learn how to turn your ideas into reality with code.
Who Should Take This Course?
Whether you’re new to coding, transitioning from another language, or just curious about how AI works behind the scenes, this course will get you started on the right foot. No prior programming experience is necessary.
Course Format:
Lectures, facilitator presentations, guided discussions, practical hands-on exercises (both individual and large-group), collaborative discussions, and action planning.
Payment Information: We accept credit card payments. To register using a purchase order (without a surcharge), please send the purchase order to customerservice@hazadvisors.com
Learning Objectives
- Utilize Python libraries such as Pandas, NumPy, and Matplotlib for data analysis and visualization.
- Perform data cleaning, manipulation, and preprocessing tasks.
- Implement basic statistical analysis and interpret the results.
- Build and evaluate simple machine learning models using Python.
- Visualize data effectively to communicate insights.
- Write efficient and reusable Python code for data science projects.
Course Topics
Introduction to Python for Data Science
- Overview of Python's role in data science
- Setting up the Python environment
Data Handling with Pandas
- Data structures in Pandas (Series and DataFrame)
- Merging, grouping, and aggregating data
Numerical Computing with NumPy
- Understanding NumPy arrays
- Mathematical operations with NumPy
- Working with multi-dimensional data
Data Visualization with Matplotlib
- Creating plots and charts with Matplotlib
- Advanced data visualization with Seaborn
- Customizing and interpreting visualizations
Statistical Analysis
- Descriptive statistics
- Inferential statistics and hypothesis testing
Data Wrangling and Transformation
- Handling missing data and outliers
- Data normalization and scaling
Advanced Data Manipulation Techniques
- Applying functions and mapping
- Advanced indexing and slicing
Prerequisites
To make the most out of this course, you should have:
- No prerequisites required
Class Schedule
We accept credit card payments. To register using a purchase order (without a surcharge), please send the purchase order to customerservice@hazadvisors.com
**Rates below are for each participant.
August 28 - August 29, 2024
9:00 AM – 5:00 PM EST
Python Programming for AI,
Virtual, EST
$999
Class ID: 3302
September 19 - September 20, 2024
9:00 AM – 5:00 PM EST
Python Programming for AI,
Virtual, EST
$999
Class ID: 3302
October 17 - October 18, 2024
9:00 AM – 5:00 PM EST
Python Programming for AI,
Virtual, EST
$999
Class ID: 3302
November 14 - November 15, 2024
9:00 AM – 5:00 PM EST
Python Programming for AI,
Virtual, EST
$999
Class ID: 3302
January 30 - January 31, 2025
9:00 AM – 5:00 PM EST
Python Programming for AI,
Virtual, EST
$999
Class ID: 3302
February 13 - February 14, 2025
9:00 AM – 5:00 PM EST
Python Programming for AI,
Virtual, EST
$999
Class ID: 3302
March 19 - March 20, 2025
9:00 AM – 5:00 PM EST
Python Programming for AI,
Virtual, EST
$999
Class ID: 3302
