Advanced Machine Learning and Deep Learning
Advanced Machine Learning and Deep Learning
This course is part of R Ultimate 2024 - R for Data Science and Machine Learning Specialization
Instructor: Packt - Course Instructors
Access provided by Shoolini University
Advanced level
Recommended experience
Flexible schedule
Learn at your own pace
What you'll learn
Identify and recall deep learning foundations and applications
Explain how to develop and train neural network models
Use techniques to evaluate and optimize model performance
Assess the effectiveness of CNNs for image processing and semantic segmentation
Skills you'll gain
- Time Series Analysis and Forecasting
- Dimensionality Reduction
- Regression Analysis
- Network Architecture
- Artificial Neural Networks
- Data Processing
- Shiny (R Package)
- Image Analysis
- Deep Learning
- PyTorch (Machine Learning Library)
- Tensorflow
- Artificial Intelligence and Machine Learning (AI/ML)
- Classification And Regression Tree (CART)
- Predictive Modeling
- Interactive Data Visualization
- Unsupervised Learning
Details to know
Taught in English
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
This course is part of the R Ultimate 2024 - R for Data Science and Machine Learning 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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