What you'll learn Understand and enumerate the various applications of Markov Models and Hidden Markov Models Understand how Markov ...
Best Data Science Courses on Udemy What you'll learn Learn the basic principles of generative models Build a variational ...
What you'll learn Understand the regular K-Means algorithm Understand and enumerate the disadvantages of K-Means Clustering ...
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You’ll Learn How to: Develop and implement precise recommendation systems for your users using both simple and cutting-edge algorithms. Perform big ...
What you'll learn Understand and derive the bias-variance decomposition Understand the bootstrap method and its application to bagging ...
What you'll learn Use adaptive algorithms to improve A/B testing performance Understand the difference between Bayesian and frequentist ...
What you'll learn Apply transformers to real-world tasks with just a few lines of code Fine-tune transformers on your own datasets with ...
What you'll learn program logistic regression from scratch in Python describe how logistic regression is useful in data science ...
What you'll learn How to setup and use the OpenAI API with ChatGPT How to effectively use prompt engineering RAG ...
What you'll learn Build a text classification system (can be used for spam detection, sentiment analysis, and similar problems) Build a ...
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What you'll learn Understand and apply transfer learning Understand and use state-of-the-art convolutional neural nets such as VGG, ResNet ...
What you'll learn Understand the theory behind principal components analysis (PCA) Know why PCA is useful for dimensionality reduction, ...
