Level
Advanced
Prerequisites
[same as DRL and NLP] Advanced Program. Intermediate/Advanced Python – can write nested for loops and can read and understand code written by others. intermediate statistics and probability.
Intermediate Machine learning – can describe backpropagation and have seen examples of neural network architecture, eg. a CNN. Familiarity with deep learning framework like TensorFlow, Keras, or PyTorch.
Course Duration
3 months
Udacity current price ( USD)
1017
Reseller price (USD)
775
Career Focus
This program is designed to build on your skills in machine learning and deep learning. As such, it doesn’t prepare you for a specific job, but expands your skills in the computer vision domain. These skills can be applied to various applications such as image and video processing, automated vehicles, smartphone apps, and more.
Target Audience
students looking to go deep into a specialized AI field. already have experience in the field (even if not actually an AI engineer)
General Curriculum)
Feature extraction and deep learning; combining CNNs and RNNs for image classification; object tracking and localization. Uses _____ (tools / technology)
Why Take This ND?
N/A
Tools
- What They Need: Need a computer on which all of these programs can be installed
- What They Will Use/Learn: Python, PyTorch (library in Python), Jupyter Notebook, NumPy, Anaconda, Pandas
Projects
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- Facial Keypoint Detection
- Automatic Image Captioning
- Landmark Detection & Tracking
Syllabus
Course Features
- Lectures 0
- Quizzes 0
- Duration 3 months
- Skill level All levels
- Language English
- Students 0
- Assessments Yes