TPUD - Introduction to Machine Learning with TensorFlow (Asynchronous e-Learning)
Training Provider: Temasek Polytechnic
Course Reference: TGS-2021005622
S$1,215
Original: S$4,050
Save S$2,835
About This Course
Course objectives:
1) Use Python and SQL to access and analyze data from several different data sources.
2) Build predictive models using a variety of unsupervised and supervised machine learning techniques.
3) Perform feature engineering to improve the performance of machine learning models.
4) Optimize, tune, and improve algorithms according to specific metrics like accuracy and speed.
5) Compare the performances of learned models using suitable metrics.
What You'll Learn
The ultimate goal of the Introduction to Machine Learning with TensorFlow Nanodegree program is to help students learn machine learning techniques such as data transformation and algorithms that can find patterns in data and apply machine learning algorithms to tasks of their own design.
This program emphasizes practical coding skills that demonstrate your ability to apply machine learning techniques to a variety of business and research tasks. It is designed for people who are new to machine learning and want to build foundational skills in machine learning algorithms
and techniques to either advance within their current field or position themselves to learn more advanced skills for a career transition.
This program emphasizes practical coding skills that demonstrate your ability to apply machine learning techniques to a variety of business and research tasks. It is designed for people who are new to machine learning and want to build foundational skills in machine learning algorithms
and techniques to either advance within their current field or position themselves to learn more advanced skills for a career transition.
Course Details
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