Advanced Data Science with IBM 專項課程

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

本專項課程介紹

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.

製作方：

4 courses

按照建議的順序或選擇您自己的順序。

項目

旨在幫助您實踐和應用所學到的技能。

證書

在您的簡歷和領英中展示您的新技能。

項目概覽

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.

課程

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

第 1 門課程
Fundamentals of Scalable Data Science
當前班次：Aug 20
字幕
English, Vietnamese
課程概述
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 in
您可以選擇只參加本課程。 了解更多。
第 2 門課程
Advanced Machine Learning and Signal Processing
當前班次：Aug 20
字幕
English
課程概述
>>> 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 Adv
您可以選擇只參加本課程。 了解更多。
第 3 門課程
Applied AI with DeepLearning
計劃開課班次：Aug 27
課程學習時間
4 weeks of study, 4-6 hours/week
字幕
English
課程概述
>>> 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 Adv
您可以選擇只參加本課程。 了解更多。
第 4 門課程
Advanced Data Science Capstone
當前班次：Aug 20
字幕
English
課程概述
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 whe
您可以選擇只參加本課程。 了解更多。

製作方

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.