AI 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

Try it for free: Sign up to start your 7-day full access free trial.

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:

Utilize programming tools like Python, NumPy, and PyTorch.
Understand Calculus and linear algebra applications.
Perform key techniques of neural networks, including gradient descent and backpropagation.

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

What is a professional certificate?

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
Real World Project
Develop an End-to-End project that will allow you to interact in a real work environment.
Self-paced mode

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
Certificate to share
Get a certificate upon completion

100% online

Get started right away and learn at your own pace.

Level

Intermediate – advanced

ESTIMATED TIME

3 months complete

8 – 10 hours / week

English

Subtitles:  All languages

Apply to the next bootcamp

This bootcamp is a five-month program for students devoting 15-20 hours per week.

English

Subtitles:  All languages

Estimated Time
3 months complete
The next cohort starts

Aug 19, 2024

Deadline for applications

Aug 15, 2024

GET STARTED

AI Programming with Python Bootcamp

MONTHLY ACCESS

49
/month
  • 7 days free trial
  • Affordable programs and free trial for 7 days.
  • Maximum flexibility to learn at your own pace.
  • Cancel anytime.
BEST VALUE

3 MONTHS ACCESS

Learn a single topic or skill, and earn a credential
$
100
  • Visit an individual course or Specialization page to purchase.
  • Access all the courses included in the learning program
  • Get a certificate upon completion
  • Cash, credit/debit card, Paypal payment

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

You can share your Certificates in the Certifications section of your LinkedIn profile, on your printed resume, or in other documents.

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

Related Programs

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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

Learn to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets. At the end of the program, you’ll combine your new skills by completing a capstone project.

Level: Advanced

FAQ

Bootcamp AI is an organization that helps reduce the technological gap in the world, we have professional Nanodegrees curated by experts focused on job placement.

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.

This course is completely online, so you don’t need to go to a classroom in person. You can access your lessons, readings, and assignments anytime, anywhere via the Internet or your mobile device.

New jobs from companies around the world are posted every week.

Companies accept and validate the certificates obtained in Bootcamp AI.