Practical Data Science and Machine Learning
Description
Delve into the depths of data science with a Practical Data Science and Machine Learning certificate
Are you eager to discover just how powerful data can be? Good news: employers need more professionals like you. The Chang School’s Certificate in Practical Data Science and Machine Learning gives you the must-have knowledge and skills you need to begin or boost your data science career.
Our data science courses offer an immersive exploration of data science, machine learning, deep learning, and advanced data mining. This data science training will teach you how to harness the power of neural networks, allowing you to unlock valuable information and uncover hidden relationships in complex datasets. This data science certificate delves into cutting-edge techniques such as deep learning and ensemble models, and advanced concepts in data science and machine learning.
We prioritize hands-on learning, and participation in practical activities, projects, and real-world scenarios. We also provide support for learners throughout our data science program from experienced instructors with extensive industry knowledge and practical expertise in data analytics.
Our data scientist certificate is also recognized by an industry-leading association, The Institute for Operations Research and the Management Sciences (INFORMS), and meets the requirements for you to become a Certificated Analytics Professional (CAP®).
You can finish this certificate in as little as three semesters, and complete all your data science courses online. You’ll have all the data scientist certification you need to become highly sought after in many exciting industries, from technology and finance to healthcare. Excited to get started? We can’t wait to see what you can achieve with data.
Who should take this Practical Data Science and Machine Learning certificate?
- You’re a professional with experience in Python, machine learning, and predictive analytics who wants to expand your expertise
- You’ve already taken our Certificate in Data Analytics, Big Data and Predictive Analytics and want to learn the essential components that are intrinsic to practical data science and machine learning
What career support is available for you?
During your certificate, we offer extensive career help, including:
- Virtual mentor services
- Alumni networking
- Synchronous weekly online sessions
- Educator support
- Tutoring services
- Career discussion forums
Certificate Requirements
- 4 required courses
- Cumulative grade point average (GPA) of 1.67+
- To graduate, you must successfully complete, within your official time span, the requirements from the year you registered in the program.
Admission Criteria
- Completion of The Chang School's Data Analytics, Big Data, and Predictive Analytics certificate or equivalent. OR
- Mature student status and other relevant qualifications or relevant industry experience (to be determined by the Program Director).
- If you’re an undergraduate student, you should be aware of possible certificate restrictions. For complete details, check Curriculum Advising.
To graduate, you must successfully complete, within your official time span, the requirements from the year you registered in the program.
Required
- CIND 719 Big Data Analytics Tools
- CIND 840 Practical Approaches in Machine Learning
- CIND 850 Practical Deep Learning
- CIND 860 Advanced Data Analytics Project
Note: Check with the institution regarding start/end dates, prices, and delivery method. These may vary according to program, section, and/or semester.
Overview

- Institution: Toronto Metropolitan University (Ryerson)
- Program type: Certificate
- Language: English
- Program Code:
- Delivery Method: Fully Online/Distance
Disclaimer:
Check with the institution regarding start/end dates, prices, and delivery method. These may vary according to program, section, and/or semester.
Check with the institution regarding start/end dates, prices, and delivery method. These may vary according to program, section, and/or semester.