What You'll Learn
- Build, compile, and train deep learning models using TensorFlow.
- Implement Computer Vision solutions using Convolutional Neural Networks (CNNs).
- Process text and build Natural Language Processing (NLP) models.
- Work with Time Series forecasting and sequence modeling.
- Optimize model performance using callbacks and data augmentation.
- Solve real-world problems through hands-on end-to-end ML projects.
Prerequisites
Prerequisites to ensure success in this specialty track:
- Solid understanding of Python and data structures.
- Basic knowledge of linear algebra and statistics.
- Familiarity with NumPy, Pandas, and Matplotlib.
Career & Salary Outlook
TensorFlow Developer$105,000 - $160,000
Deep Learning Engineer$120,000 - $190,000
Computer Vision Engineer$115,000 - $175,000
AI Research Associate$130,000 - $185,000
* Salaries reflect current industry standards for AI specialists.
Who Is This For?
Machine Learning Engineers
Data Scientists
AI Researchers
Python Developers
Graduate Students