AI Programming with Python Bootcamp
September 1, 2023 2024-10-08 0:01AI Programming with Python Bootcamp
Intermediate
AI Programming with Python Bootcamp
Start using AI techniques and developing skills related to programming, linear algebra, and neural networks
Included with – BAI Plus
AI Programming with Python to drive your earnings
+$27K
Average salary increase of software engineering students who provided pre- and post-course salaries
September 2022
In this AI Programming
with Python bootcamp you will:
Meet the growing demand for AI python and master the job-ready skills that will take your career to new heights.
Get an edge with human support
Work with a mentor, career coach, and more. They have your back and will hold you accountable.
Verify skills mastery
Project review cycle creates a feedback loop with multiple opportunities for improvement—until the concept is mastered.
Verify skills mastery
Learning accelerates as skilled mentors identify areas of achievement and potential for growth.
What will you learn
You will graduate from this Bootcamp start using AI techniques and developing skills related to programming, linear algebra, and neural networks.
PREREQUISITES FOR ENROLLMENT
Prerequisites: Learner should have basic calculus knowledge, including how to calculate derivatives. Basic algebra and programming knowledge will shorten the time to mastery.
Required Hardware/Software: Learners need access to a computer running OS X or Windows.
Introduction to Python
Start coding with Python, drawing upon libraries and automation scripts to solve complex problems quickly.
- Why Python?
- Data Types & Operators
- Control Flow
- Functions
- Scripting
- Classes
Course Project
Use a Pre-Trained Image Classifier to Identify Dog Breeds
Anaconda, Jupyter Notebook, NumPy, Pandas & Matplotlib
Learn how to use all the key tools for working with data in Python: Jupyter Notebooks, NumPy, Anaconda, Pandas,
and Matplotlib.
- Anaconda
- Jupyter Notebooks
- Numpy Basics
- Panda Basics
- Matplotlib Basics
Linear Algebra Essentials
Learn the foundational math needed for AI success—vectors, linear transformations, and matrices—as well as the linear
algebra behind neural networks.
- Introduction
- Vectors
- Linear Combination
- Linear Transformation & Metrices
- Linear Algebra in Neural Networks
- Labs
Neural Networks
Gain a solid foundation in the latest trends in AI: neural networks, deep learning, and PyTorch.
- Introduction to Neural Networks
- Training Neural Networks
- Deep Learning with PyTorch
Course Project
Create Your Own Image Classifier
Develop the skills necessary to complete the job
Whether you want to start a new career or change your current career, Coursera’s professional certificates help you prepare for the position. Learn at your own pace, at a time and place that is most comfortable for you. Enroll today and discover a new career with a 7-day free trial. You can pause your classes or end the subscription at any time.
Practical projects
Apply your skills to practical projects and develop a portfolio that demonstrates your job readiness to potential employers. You will need to finish the projects correctly to get your certificate.
Get a professional credential
When you complete all the courses in the program, you earn a certificate that you can share with your professional network, as well as access to professional support resources to help you start your new career. Many professional certificates have partners interested in hiring staff who recognize the professional certificate credential, and others can help you prepare for the certificate exam. You can see more information on the pages of the particular professional certificate where it applies.
Program Offer | It includes |
---|---|
Real world projects | Yes |
STUDENT SERVICES | |
Mentor Tech Support | Yes |
Student community | Yes |
CAREER SERVICES | |
CV support | Yes |
Freelance Projects | Yes |
All the materials of the course are available, so that you can take the course at your own pace.
- Follow the suggested syllabus week by week
- Just start watching the videos and join Slack
- Check FAQ if you have problems
- If you can’t find a solution to your problem in FAQ, ask for help in Slack
100% online
Get started right away and learn at your own pace.
Level
Intermediate – advanced
3 months complete
8 – 10 hours / week
English
Subtitles: All languages
This bootcamp is a five-month program for students devoting 15-20 hours per week.
English
Subtitles: All languages
Aug 19, 2024
Aug 15, 2024
GET STARTED
AI Programming with Python Bootcamp
MONTHLY ACCESS
- 7 days free trial
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3 MONTHS ACCESS
- Visit an individual course or Specialization page to purchase.
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Ready to become a AI Python Developer? Apply now
Spots are limited, and we accept qualified applicants on a first-come, first-served basis. Start your free application
Get started
✓ Dictated by the most important companies and universities.
✓ Apply your skills in practical projects
✓ Learn at your own pace
✓ Videos and course readings
✓ Graded tests and assignments
✓ Many programs do not require a degree or experience
✓ Certificate that can be shared after completion
To share in LinkedIn
Ready to become a robotic engineer? Apply now
Spots are limited, and we accept qualified applicants on a first-come, first-served basis. Start your free application
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In this course, you will learn the fundamentals of the Python programming language, along with programming best practices. You will learn how to represent and store data using Python data types and variables, and how to use conditionals and loops to control the flow of your programs.
Level: Beginner
Asynchronous Program
Level: Advanced
FAQ
If you are subscribed, you get a 7-day free trial, which you can cancel whenever you want without any type of penalty. After that time, we do not issue refunds. However, you can cancel your subscription whenever you want. See our full refund policy .
Yes! To get started, click on the card of the course you are interested in and sign up. You can enroll and complete the course to obtain a certificate that you can share, or you can access the course as a listener to view the course materials for free. When you subscribe to a course that is part of a Certificate, you automatically subscribe to the entire Certificate. Visit the student dashboard to track your progress.
New jobs from companies around the world are posted every week.
Companies accept and validate the certificates obtained in Bootcamp AI.