About this Program

Machine learning and deep learning continues to change our world in profound ways. As the technology continues to advance and acquire more capabilities, machine learning is driving automation and efficiency in existing fields and charting new areas of exploration. Future machine learning innovations are limited only by the imagination.

In this three-course certificate program, we’ll prepare you for the machine learning scientist or machine learning engineer role. We’ll examine both the mathematical and applied aspects of machine learning. You’ll study the underlying algorithms and statistical methods that are at the core of machine learning techniques. We’ll also apply these practices using the most popular tools and platforms — along with your developing judgment and intuition — to address actual business needs and real-world challenges. 

▸ Related Article: How to Become a Machine Learning Engineer

DESIGNED FOR

Software programmers, statisticians, experienced applied mathematicians and data scientists who want to become machine learning scientists and engineers.

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▸ Explore More: Want to compare our data-related programs? Find the right data program for you. 

WHAT YOU’LL LEARN

• Essential concepts of statistical analyses, probability, mathematical modeling and optimization techniques
• Supervised and unsupervised learning models for tasks such as forecasting, predicting and outlier detection
• Bayesian and frequentist machine learning applications, including recommendation systems, reinforcement learning and natural language processing
• The latest deep learning concepts and methods
•  Data preprocessing and feature engineering techniques

GET HANDS-ON EXPERIENCE

• Work with open-source tools such as scikit-learn, TensorFlow and Keras
• Develop algorithmic solutions to real-world problems

Career Stats

EARN DIGITAL BADGES

You can earn a digital achievement badge for successfully completing this certificate program, as well as a separate badge for each course. These badges can be shared on LinkedIn and other social media sites. Learn more about digital badges.

OUR ENROLLMENT COACHES ARE HERE TO HELP

Connect with an enrollment coach to learn more about this offering. Or if you need help finding the right certificate, specialization or course for you, reach out to explore your options.