Learners will build fully scalable end to end data integration, machine learning and deep learning pipelines using the most prominent and widely used frameworks and technologies like Apache Spark, scikit-learn, SparkML, SystemML, TensorFlow, Keras, PyTorch, DeepLearning4J, Apache CouchDB and MQTT.
Advanced Data Science with IBM Specialization
Expert in DataScience, Machine Learning and AI. Become an IBM-approved Expert in Data Science, Machine Learning and Artificial Intelligence.
About This Specialization
As a coursera certified specialization completer you will have a proven deep understanding on massive parallel data processing, data exploration and visualization, and advanced machine learning & deep learning. You'll understand the mathematical foundations behind all machine learning & deep learning algorithms. You can apply knowledge in practical use cases, justify architectural decisions, understand the characteristics of different algorithms, frameworks & technologies & how they impact model performance & scalability.
Follow the suggested order or choose your own.
Designed to help you practice and apply the skills you learn.
Highlight your new skills on your resume or LinkedIn.
- Advanced Specialization.
- Designed for those already in the industry.
Fundamentals of Scalable Data ScienceUpcoming session: Aug 20
- English, Vietnamese
About the CourseThe value of IoT can be found within the analysis of data gathered from the system under observation, where insights gained can have direct impact on business and operational transformation. Through analysis data correlation, patterns, trends, and other
Advanced Machine Learning and Signal ProcessingUpcoming session: Aug 20
About the Course>>> By enrolling in this course you agree to the End User License Agreement as set out in the FAQ. Once enrolled you can access the license in the Resources area <<< This course, Advanced Machine Learning and Signal Processing, is part of the IBM
Applied AI with DeepLearningCurrent session: Aug 13
- 4 weeks of study, 4-6 hours/week
About the Course>>> By enrolling in this course you agree to the End User License Agreement as set out in the FAQ. Once enrolled you can access the license in the Resources area <<< This course, Applied Artificial Intelligence with DeepLearning, is part of the IBM
Advanced Data Science CapstoneCurrent session: Aug 13
About the CourseThis project completer has proven a deep understanding on massive parallel data processing, data exploration and visualization, advanced machine learning and deep learning and how to apply his knowledge in a real-world practical use case
Chief Data Scientist, Course Lead
Deep Learning Engineer
Senior Software Engineer
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