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These are the only 6 steps you need to master machine learning. I've studied machine learning and deep learning for hours and I built this roadmap because I wish it existed when I started. First, learn Python and core data tools like Nampai and Pendos. These tips you have to clean, transform and work with data. If you skip this, you'll struggle the moment the data set is messy. Then, learn Essential Met alongside classical machine learning. Focus on linear algebra, probability and gradients. And don't let that scare you. I've included the exact resources and the projects for every step. more advanced models. But these are still not enough and I can't include everything in this video. So if you want complete roadmap with the best resources, projects and what to learn at every step, comment roadmap and I will send you the links.
These are the only 6 steps you need to master machine learning. I've studied machine learning and deep learning for hours and I built this roadmap because I wi…
Ideas in this flowchart
- Mastering Machine Learning
- Learning Python and Data Tools
- Python
- Core Data Tools
- Data Cleaning and Transformation
- Essential Mathematics
- Linear Algebra
- Probability
- Gradients
- Resources and Projects
- Exact Resources
- Projects for Each Step
- Complete Roadmap
- Request Links