COLLEGE OF ENGINEERING
SCHOOL OF PROGRAMMING AND SOFTWARE DEVELOPMENT
Python: Learn to Program
Spanish
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PRESENTATION
Objectives
- Learn the fundamentals of Python and its essential commands.
- Master the creation of modules and packages in Python.
- Connect to and manipulate MySQL and SQLite databases with Python.
- Design and develop graphical user interfaces using wxPython.
- Acquire skills in handling web data with Python.
- Apply data analysis techniques using specialized libraries such as NumPy, Pandas, or Matplotlib.
- Use OpenCV for image processing and manipulation
Methodology
At Educa PHAROS, we use a highly practical methodology focused on the direct application of knowledge in the student’s professional environment, combining theoretical content with real-world cases, digital tools, and support from a team of specialized instructors.
Program
- Introduction to Advanced Python
- Commands in Python
- Methods and Operation for Python
- Order in Python
- Using Sets in Python
- How to Create a Module in Python
- How to Create Variables Using Python's Path
- Using Packages with Python
- Connecting to MySQL in Python
- Adding Data to a MySQL Database Using Python
- How to Read Data from a MySQL Database Using Python
- Delete MySQL Data
- SQLite with Python
- Inserting, Reading, and Deleting Data in SQLite
- wxPython with a graphical user interface
- Create a window for a Python app
- Graphical Interface Style, Size, and Usage
- Window Position and Menu Position in Python
- Login Window in Python
- urllib2 and BeautifulSoup in Python
- Reading Exercise in Python
- The Zen of Python and Conclusions About Python
- Introduction to Python
- What do you need?
- Libraries for Data Analysis in Python
- MongoDB, Hadoop, and Python: The Big Data Dream Team
- OpenCV Overview
- Installing OpenCV for Python on Windows
- Installing OpenCV for Python on Linux
- Anaconda and OpenCV
- File Management
- Reading an Image with OpenCV
- Display an Image Using OpenCV
- Saving an Image with OpenCV
- Arithmetic Operations on Images Using OpenCV
- Drawing Features
- Image Resizing
- Image Erosion
- Image Blurring
- Image borders
- Grayscale in Images
- Scaling, rotation, translation, and edge detection
- Image Erosion and Dilatation
- Simple Thresholds
- Adaptive thresholds
- Otsu Threshold
- Image Outlines
- Embedding Images
- Intensity in Images
- Image Log
- Close-up shot
- Morphological Operations on Images
- Image Pyramid
- Analyzing Images Using Histograms
- Histogram Equalization
- Template matching
- Detecting Fields in Documents Using Template Matching
- Color Spaces in OpenCV
- Changing the Color Space
- Color Filtering
- Color Image Denoising
- Viewing an Image in Different Color Spaces
- Line Detection
- Circle Detection
- Detecting Corners (Shi-Tomasi Method)
- Detecting Corners (Harris Method)
- Finding Circles and Ellipses
- Face and Smile Detection
- K-Nearest Neighbor
- K-Means Clustering
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Educa PHAROS is a training solution for businesses that centralizes learning, simplifies user management, and allows you to track progress through dashboards and reports.
It is designed for organizations that want to develop internal skills, standardize role-based training, and have traceability and learning metrics.
It includes learning paths by profile, user and permission management, progress reports, certification, and access to masterclasses or live sessions (depending on the plan).
It is based on best practices in security, access control, learning traceability, and implementation support. Customize this text according to your commitments (SLA, compliance, etc.).
Educa PHAROS is a next-generation training model that places a company’s human capital at the forefront. Through a platform that adapts to each company’s corporate identity and offers a total of more than 900 courses, it provides tailored training for each organization. The unlimited flat-rate plan provides each company with the number of courses that best suits its needs, as well as the ability to determine which employees will have access.