Are You Ready to Be a Machine Learning Expert in 2023?
Basic Detail
Mathematics: linear algebra, calculus, and probability theory
Data Analysis: Data Manipulation, Visualization, and Statistical Analysis
Programming Skills: Python or R
ML Concepts
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Machine Learning Concepts
ML Concepts
Supervised Learning
Unsupervised Learning
Reinforcement Learning
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Tools and Frameworks
Tools
TensorFlow
PyTorch
Scikit-learn
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Diving into Deep Learning
Learning
Neural Networks
Recurrent Neural Networks (RNNs)
Convolutional Neural Networks (CNNs)
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Learning by Doing
Training
Participate in real-world ML challenges and learn from the community
OpenAI Gym
Create your own ML projects
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Are you ready to embrace the world of Machine Learning? Explore the Roadmap!
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