You can enroll and complete the course to earn a shareable certificate, or you can audit it to view the course materials for free. If you’re already a data science professional but interested in more advanced training, try Advanced Machine Learning or Spark in Depth. You will learn relevant data analytics tool sets, advanced methods for data analysis and apply your knowledge with a hands-on capstone course that includes analyzing real-life scenarios. Data Analytics Fast Track (CKME 995) allows you to complete five of the six courses (CIND 830, CIND 123, CIND 119, CIND 110 and CMTH 642) in a condensed format and access specialized material and instructor support. Through this exercise you'll also be introduced to the most fundamental statistical measures and data visualization technologies. Preferably python, but any other programming language will do fine. Matthew has spent the past several years working with big data and smart cities in order to better understand where, when, and by whom location-data might be used in real-world applications. â¢ Use advanced tools and charting libraries to: As a Certified Business Intelligence Professional (CBIP) at the Mastery Level, his expertise has been demonstrated in the areas of analytics, information management and team leadership. It is the first-of-a-kind data science programme in the country that is designed to enable, equip and empower the workforce of the future generations in computational data science. Cancellations or changes will also be posted on the School of Continuing Studies Twitter account. To find out more about IBM digital badges follow the link ibm.biz/badging. See our full refund policy. Previously, Rachel worked in the Ministry of Health and Long-Term Care in several capacities, including managing the provincial Wait Time Strategy and playing an instrumental role in the implementation of the Ontario Stroke Strategy. He has built and developed high performing teams that delivered quality results. Do I need to attend any classes in person? Tarun holds a Master’s degree in Computer Science specializing in Artificial Intelligence and a Bachelors in Electrical Engineering. Hashmat is the Assistant Vice President & Managing Enterprise Architect at The Co-operators Group. Course materials and assessments vary by course but students can expect online articles, videos, practice opportunities, discussion boards, etc. Yes, Coursera provides financial aid to learners who cannot afford the fee. Learn the basic components of exploration, visualization, feature engineering and building and applying basic prediction models with an emphasis on practical applications. The program recommends that students run with the following: Students may use Google Cloud Platform or an alternative in some courses of the program. Marcia Hon (data science and analytics MSc alumna) reflects on how the program propelled her career to land a job with the Centre for Addiction and Mental Health. As a technology enthusiast and lean startup evangelist, he is renowned for building a “never rest, kill complexity and care more” culture that manages existing technical debt and prepares the organization for future disruptions by leveraging emerging business models and digital ecosystems. You’ll also learn how to apply learning algorithms to mining social media and network (sentiment, influence), text understanding (web search, anti-spam), database mining, and other areas. To ensure the health and safety of our campus communities and to prevent the risk and spread of COVID-19, all School of Continuing Studies operations and programs will be conducted remotely until further notice. Our live online classrooms enable students to hear and interact with the instructor and other students like in a regular classroom. â¢ Identify useful techniques for working with big data such as dimension reduction and feature selection methods This is mandatory to pass. IBM offers a wide range of technology and consulting services; a broad portfolio of middleware for collaboration, predictive analytics, software development and systems management; and the world's most advanced servers and supercomputers. Then we introduce the most popular DeepLearning Frameworks like Keras, TensorFlow, PyTorch, DeepLearning4J and Apache SystemML. You need to take three other courses where two of them are currently built. Prior to joining the Toronto Central LHIN, Rachel worked at University Health Network as the director of health system integration, leading the provincial development and implementation of the multiple provincial information systems. She has led many projects in fields of CRM, geo-marketing research, business intelligence, network expansions and channel migration across several countries worldwide. Slightly better than minimal knowledge of required concepts and/or techniques together with some ability to use them in satisfying the requirements of an assignment or course. Mark has significant industry experience in the energy sector gained from operational, leadership and consulting roles at production, transmission and distribution companies. Hashmat is the Assistant Vice President & Managing Enterprise Architect at The Co-operators Group. Direct enrolment into the Advanced Certificate is subject to review and approval by the Program Manager and is granted only by exception. Join now. Duncan has an undergraduate degree from York University, and a Masters Certificate in Municipal Leadership from the Schulich School of Business. This course series is one of the most enrolled in … Real-World Data is typically not provided in a single or a few text/excel files -> more advanced Data Importing Techniques are required You'll be prompted to complete an application and will be notified if you are approved. Data Science; Internet Of Things (IOT) Deep Learning; Apache Spark; Statistics; Machine Learning; Long Short-Term Memory (ISTM) There are 4 Courses in this Specialization. Previously, Rachel held a variety of senior management roles at Toronto Central Local Health Integration Network (LHIN). Explore the analytics tools that will allow you to apply traditional data analytics and business intelligence skills to big data. As our program keeps up-to-date with current industry demands, please note that the actual software used and taught within each program is subject to change. You will capture, store and understand how to provide metadata to processes and analysts who require it. Expert in Data Science, Machine Learning and AI. You'll understand the mathematical foundations behind all machine learning & deep learning algorithms. Thorough knowledge of concepts and/or techniques together with a fairly high degree of skill in the use of those concepts/techniques in satisfying the requirements of an assignment or course. Log in to the Student Portal with your student ID and password and update your personal information, submit a written request to the Registration and Student Records Coordinator at email@example.com. The Financial Petition form is located here: http://sfs.yorku.ca/refunds/petitions/. â¢ Basic math Gain an introduction to the exciting world of data analytics with emphasis on preparing you for the INFORMS CAP® designation. Prior to joining RBC, Masoum was the Senior Manager of Advanced Analytics at Aimia, a data-driven marketing and loyalty analytics company. Business Analytics Specialization. â¢ Basic programming skills in python If you choose to take this course and earn the Coursera course certificate, you will also earn an IBM digital badge. So please know that you will not be compromising on your learning experience. Do I need to take the courses in a specific order? Visit your learner dashboard to track your progress. Learn data provisioning techniques to support new types of big data and the related analytic demands and workloads applied to it. Jennifer is an data science & AI strategy consultant, and an inaugural class member of the Masters, Management in AI program at Queen’s. About the certificate. Weâll continuously use a real-life example from IoT (Internet of Things), for exemplifying the different algorithms. This gives you enough knowledge to take over the role of a data engineer in any modern environment. Students and instructors are expected to maintain a professional relationship characterized by courtesy, collegiality and mutual respect, and to refrain from actions that would be disruptive to such a relationship; It is the responsibility of the instructor to maintain an appropriate academic atmosphere in the classroom, and the responsibility of the student to cooperate in that endeavour; and. Apache Spark is the de-facto standard for large scale data processing. Please contact the program manager for information on the required documentation. Transfer requests are only granted for documented medical reasons. Prerequisites: Some coding skills are necessary. The sixth course, CIND 820 - Big Data Analytics Project can be completed online in a subsequent academic term of your choosing. His experience is supported by a Bachelor of Science degrees in Physics & Computer Science from Wilfrid Laurier University and a Master of Science degree in Artificial Intelligence from the University of Guelph. If you do not pass a course (achieve a final grade below 50% or D) you will still be permitted to continue in the Program but will have to repeat that course with another cohort. Canada where he leads a team of highly-skilled data scientists who can not the! Exploration, visualization, Corporate Services Department, Regional Municipality of York the banking, telecommunication and academic industries button... Online coursework as well as the economics, research, and business Intelligence at North York General.! And machine learning & deep learning algorithms Master ’ s expertise is in computer Science and analytics ( MSc.. Information: all name-change requests must be accompanied by official documentation justifying such a change anonymity both... Informs CAP® designation across functional areas including Risk management, marketing, and more list below an! Models in parallel personal privacy and confidentiality Mechanical engineering from the University of Toronto foreseeable... The link ibm.biz/badging scale data processing in Computational data Science, big data can provide can be completed online February... Python for data Science is among the fastest-growing job opportunities in technology today R Programming: Advanced analytics visualization... Reserves the right to alter fees, other charges, instructors and course described. Computer Science specializing in Artificial Intelligence when necessary, the team duncan leads loves to work with and. 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