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Python Training for Employees and Individuals in the San Jose area
Data Creative provides live, instructor-led Python classes to learn the versatile and widely adopted programming language that serves a multitude of purposes. Its simplicity and readability make it an excellent choice for beginners, while its vast ecosystem of libraries and frameworks caters to the needs of professionals in various domains. Python finds extensive use in web development, data analysis, scientific computing, artificial intelligence, machine learning, automation, and scripting. Its flexibility and ease of integration with other languages make it a go-to language for both small-scale projects and large-scale enterprise applications. Whether it’s building websites, analyzing complex data sets, training machine learning models, or automating repetitive tasks, Python empowers developers with its robustness and scalability, making it one of the most popular languages across industries.
Python Training for Private Groups in the San Jose area
Data Creative can deliver live, in-person Python classes to your group at your location in the San Jose, California area. Our instructors will go onsite to deliver standard or customized classes to meet your needs, schedule and budget. Contact Data Creative today to learn more about our private group training capabilities.
Request a private group training event here for your group in San Jose, California or call 916-601-0992 for more information.
San Jose Python Classes
Introduction to Python
Python Coding Fundamentals — 3 Days
Our live, interactive three-day Introduction to Python course is designed to take complete beginners or experienced developers up to speed on Python’s capabilities, setting up students for success in using Python for their specific field of expertise.
- Python System Setup
- Jupyter Notebooks
- Python Data Types
- Key Data Structures
- Logic and Control Flow
- Functions
- Debugging
- Modules
- Object Oriented Programming
- File I/O
- Testing
- Decorators
- Generators
- Automation of Tasks
- Web Scraping
- Graphical User Interfaces
Class Schedule
Python for Data Science
Python Data Science Ecosystem — 3 Days
This three-day instructor-led course is designed to teach you everything you need to know for the full data science tech stack required to work at the world’s top companies. This Python for Data Science course takes a structured approach that will guide you through understanding not just how to use data science, but why we use them by providing a balance between practical real world case studies and mathematical theory behind the data science algorithms.
- Use data science with Python
- Create pipeline workflows
- Build portfolio of data science projects
- Analyze data sets
- Master critical data science skills
- NumPy for numerical processing
- Pandas for data manipulation
- Matplotlib for data visualizations
- Seaborn for statistical plots
- Anaconda data science stack environment
Class Schedule
Python for Machine Learning
Data Science and Machine Learning — 2 Days
This two-day instructor-led course is designed for experienced Python developers looking to understand a wide variety of machine learning algorithms, including supervised and unsupervised learning algorithms.
- Data science and machine learning
- NumPy
- Jupyter Notebooks
- Pandas
- Matplotlib
- Machine learning concepts
- Machine learning methods
- Linear Regression
- Logistic Regression
- K Nearest Neighbors
- Support Vector Machine
- Decision Trees
- Unsupervised Learning Methods
- Feature Engineering and Data Preparation