Spécialisation Advanced Data Science with IBM

Expert in DataScience, Machine Learning and AI. Become an IBM-approved Expert in Data Science, Machine Learning and Artificial Intelligence.

À propos de cette Spécialisation

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. If you choose to take this specialization and earn the Coursera specialization certificate, you will also earn an IBM digital badge. To find out more about IBM digital badges follow the link ibm.biz/badging.

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4 courses

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Projets

Conçu pour vous aider à vous exercer et à appliquer les compétences que vous avez acquises.

Certificats

Mettez en évidence vos nouvelles compétences sur votre CV ou sur LinkedIn.

Vue d'ensemble des projets

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.

Cours

Advanced Specialization.: Designed for those already in the industry.

COURS 1
Fundamentals of Scalable Data Science
Session en cours : Aug 20
Sous-titres
English, Vietnamese
À propos du cours
The 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
Vous pouvez choisir de suivre seulement ce cours. En savoir plus.
COURS 2
Advanced Machine Learning and Signal Processing
Session en cours : Aug 20
Sous-titres
English
À propos du cours
>>> 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
Vous pouvez choisir de suivre seulement ce cours. En savoir plus.
COURS 3
Applied AI with DeepLearning
Session à venir : Aug 27
Engagement
4 weeks of study, 4-6 hours/week
Sous-titres
English
À propos du cours
>>> 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
Vous pouvez choisir de suivre seulement ce cours. En savoir plus.
COURS 4
Advanced Data Science Capstone
Session en cours : Aug 20
Sous-titres
English
À propos du cours
This 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
Vous pouvez choisir de suivre seulement ce cours. En savoir plus.

Créateurs

IBM is recognized as one of the leading experts in machine learning and artificial intelligence.
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. Utilizing its business consulting, technology and R&D expertise, IBM helps clients become "smarter" as the planet becomes more digitally interconnected. IBM invests more than $6 billion a year in R&D, just completing its 21st year of patent leadership. IBM Research has received recognition beyond any commercial technology research organization and is home to 5 Nobel Laureates, 9 US National Medals of Technology, 5 US National Medals of Science, 6 Turing Awards, and 10 Inductees in US Inventors Hall of Fame.