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Completed by ZHANFU YANG

March 2, 2020

Approximately 33 weeks to complete.

ZHANFU YANG's account is verified. Coursera certifies their successful completion of IBM IBM AI Engineering Specialization.

Course Certificates Completed

Machine Learning with Python

Introduction to Deep Learning & Neural Networks with Keras

Building Deep Learning Models with TensorFlow

AI Capstone Project with Deep Learning

Deep Neural Networks with PyTorch

Scalable Machine Learning on Big Data using Apache Spark

IBM AI Engineering

4.5 (4,373 ratings) | 13K Students Enrolled

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What you will learn

Describe machine learning, deep learning, neural networks, and ML algorithms like classification, regression, clustering, and dimensional reduction

Implement supervised and unsupervised machine learning models using SciPy and ScikitLearn

Deploy machine learning algorithms and pipelines on Apache Spark

Build deep learning models and neural networks using Keras, PyTorch, and TensorFlow

View certificate for ZHANFU YANG, IBM AI Engineering, offered through Coursera. Learners who have completed this 6 course Professional Certificate have a practical understanding of Machine Learning (ML) & Deep Learning (DL). They have technical skills to start a career in AI Engineering, and can:
• Implement ML algorithms including Classification, Regression, Clustering, and Dimensional Reduction using scipy & scikitlearn
• Perform ML on Big Data and deploy ML Algorithms and Pipelines on Apache Spark
• Demonstrate understanding of Deep Learning models such as autoencoders, restricted Boltzmann machines, convolutional networks, recursive neural networks, and recurrent networks
• Build deep learning models and neural networks using Keras, PyTorch and Tensorflow libraries
• Demonstrate ability to present and communicate outcomes of deep learning projects

Course Certificates

Earned after completing each course in the Specialization

Machine Learning with Python

IBM

Taught by: SAEED AGHABOZORGI & Joseph Santarcangelo

Completed by: ZHANFU YANG by March 2, 2020

5-6 weeks of study, 3-6 hours per week

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Introduction to Deep Learning & Neural Networks with Keras

IBM

Taught by: Alex Aklson

Completed by: ZHANFU YANG by March 2, 2020

2 - 3 hours/week

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Building Deep Learning Models with TensorFlow

IBM

Taught by: Samaya Madhavan, JEREMY NILMEIER, Romeo Kienzler & Alex Aklson

Completed by: ZHANFU YANG by March 2, 2020

4-5 hours/week

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AI Capstone Project with Deep Learning

IBM

Taught by: Alex Aklson & Joseph Santarcangelo

Completed by: ZHANFU YANG by March 2, 2020

View this certificate

Deep Neural Networks with PyTorch

IBM

Taught by: Joseph Santarcangelo

Completed by: ZHANFU YANG by March 2, 2020

View this certificate

Scalable Machine Learning on Big Data using Apache Spark

IBM

Taught by: Romeo Kienzler

Completed by: ZHANFU YANG by March 2, 2020

View this certificate