Search result for Courses taught by Lazy Programmer Team
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Ensemble Machine Learning in Python: Random Forest, AdaBoost
by Lazy Programmer Team- 4.6
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5.5 hours on-demand video
Ensemble Methods: Boosting, Bagging, Boostrap, and Statistical Machine Learning for Data Science in Python In recent years, we've seen a resurgence in AI, or artificial intelligence, and machine learning. Machine learning has led to some amazing results, like being able to analyze medical images and predict diseases on-par with human experts. Machine learning also raises some philosophical questions....
$29.99
Artificial Intelligence: Reinforcement Learning in Python
by Lazy Programmer Team- 4.6
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14.5 hours on-demand video
Complete guide to Reinforcement Learning, with Stock Trading and Online Advertising Applications When people talk about artificial intelligence, they usually don’t mean supervised and unsupervised machine learning. These tasks are pretty trivial compared to what we think of AIs doing - playing chess and Go, driving cars, and beating video games at a superhuman level....
$199.99
Natural Language Processing with Deep Learning in Python
by Lazy Programmer Team- 4.7
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12 hours on-demand video
Complete guide on deriving and implementing word2vec, GloVe, word embeddings, and sentiment analysis with recursive nets In this course we are going to look at NLP (natural language processing) with deep learning. These allowed us to do some pretty cool things, like detect spam emails, write poetry, spin articles, and group together similar words....
$39.99
Cluster Analysis and Unsupervised Machine Learning in Python
by Lazy Programmer Team- 4.6
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8 hours on-demand video
Data science techniques for pattern recognition, data mining, k-means clustering, and hierarchical clustering, and KDE. Cluster analysis is a staple of unsupervised machine learning and data science. It is very useful for data mining and big data because it automatically finds patterns in the data, without the need for labels, unlike supervised machine learning....
$29.99
Advanced AI: Deep Reinforcement Learning in Python
by Lazy Programmer Team- 4.6
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10.5 hours on-demand video
The Complete Guide to Mastering Artificial Intelligence using Deep Learning and Neural Networks This course is all about the application of deep learning and neural networks to reinforcement learning. If you’ve taken my first reinforcement learning class, then you know that reinforcement learning is on the bleeding edge of what we can do with AI....
$29.99
Unsupervised Machine Learning Hidden Markov Models in Python
by Lazy Programmer Team- 4.6
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9.5 hours on-demand video
HMMs for stock price analysis, language modeling, web analytics, biology, and PageRank. The Hidden Markov Model or HMM is all about learning sequences. A lot of the data that would be very useful for us to model is in sequences. Stock prices are sequences of prices. Language is a sequence of words. So order is important....
$29.99
Deep Learning: GANs and Variational Autoencoders
by Lazy Programmer Team- 4.4
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7.5 hours on-demand video
Generative Adversarial Networks and Variational Autoencoders in Python, Theano, and Tensorflow Variational autoencoders and GANs have been 2 of the most interesting developments in deep learning and machine learning recently. Yann LeCun, a deep learning pioneer, has said that the most important development in recent years has been adversarial training, referring to GANs....
$29.99
Data Science: Supervised Machine Learning in Python
by Lazy Programmer Team- 4.8
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6.5 hours on-demand video
Full Guide to Implementing Classic Machine Learning Algorithms in Python and with Scikit-Learn In recent years, we've seen a resurgence in AI, or artificial intelligence, and machine learning. Machine learning has led to some amazing results, like being able to analyze medical images and predict diseases on-par with human experts. It's embedded into all sorts of different products....
$29.99
Unsupervised Deep Learning in Python
by Lazy Programmer Team- 4.5
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8.5 hours on-demand video
Autoencoders, Restricted Boltzmann Machines, Deep Neural Networks, t-SNE and PCA This course is the next logical step in my deep learning, data science, and machine learning series. I’ve done a lot of courses about deep learning, and I just released a course about unsupervised learning, where I talked about clustering and density estimation....
$34.99
PyTorch: Deep Learning and Artificial Intelligence
by Lazy Programmer Team- 4.8
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22.5 hours on-demand video
Neural Networks for Computer Vision, Time Series Forecasting, NLP, GANs, Reinforcement Learning, and More! Welcome to PyTorch: Deep Learning and Artificial Intelligence! Although Google's Deep Learning library Tensorflow has gained massive popularity over the past few years, PyTorch has been the library of choice for professionals and researchers around the globe for deep learning and artificial intelligence....
$199.99
