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[2023] Machine Learning and Deep Learning Bootcamp in Python
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[2023] Machine Learning and Deep Learning Bootcamp in Python Course
Machine Learning, Neural Networks, Computer Vision, Deep Learning and Reinforcement Learning in Keras and TensorFlow
Interested in Machine Learning, Deep Learning and Computer Vision? Then this course is for you! This course is about the fundamental concepts of machine learning, deep learning, reinforcement learning and machine learning. These topics are getting very hot nowadays because these learning algorithms can be used in several fields from software engineering to investment banking. In each section we will talk about the theoretical background for all of these algorithms then we are going to implement these problems together. We will use Python with SkLearn, Keras and TensorFlow.
What you’ll learn
- Solving regression problems (linear regression and logistic regression)
- Solving classification problems (naive Bayes classifier, Support Vector Machines – SVMs)
- Using neural networks (feedforward neural networks, deep neural networks, convolutional neural networks and recurrent neural networks
- The most up to date machine learning techniques used by firms such as Google or Facebook
- Face detection with OpenCV
- TensorFlow and Keras
- Deep learning – deep neural networks, convolutional neural networks (CNNS), recurrent neural networks (RNNs)
- Reinforcement learning – Q learning and deep Q learning approaches
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