Fundamentals of AI, Machine Learning, and Python Programming
Fundamentals of AI, Machine Learning, and Python Programming
This course is part of Keras Deep Learning & Generative Adversarial Networks (GAN) Specialization
Instructor: Packt - Course Instructors
Access provided by National Marine Dredging Company Group
Beginner level
Recommended experience
Flexible schedule
Learn at your own pace
What you'll learn
Identify and define the core concepts of AI and machine learning
Explain Python programming fundamentals, including flow control mechanisms, data structures, and functions
Utilize essential Python libraries such as NumPy, Matplotlib, and Pandas for data manipulation and visualization
Develop and train neural networks using deep learning frameworks like TensorFlow and PyTorch, understanding their architecture and functioning
Skills you'll gain
- Integrated Development Environments
- PyTorch (Machine Learning Library)
- Matplotlib
- Tensorflow
- Programming Principles
- Classification And Regression Tree (CART)
- Computer Programming
- Predictive Modeling
- NumPy
- Artificial Neural Networks
- Artificial Intelligence and Machine Learning (AI/ML)
- Data Manipulation
- Python Programming
- Deep Learning
- Development Environment
- Pandas (Python Package)
- Regression Analysis
- Machine Learning
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
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This course is part of the Keras Deep Learning & Generative Adversarial Networks (GAN) Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate
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