Data scienceDeep learningArtificial intelligenceData science is an umbrella term used for referring to concepts and practices of subset of the topics under artificial intelligence (AI) methodologies. AI is actually a framework to define notion of intelligence in software systems or devices in terms of...
UMAP (Uniform Manifold Approximation and Projection) Semi-Supervised Learning Label Propagation Self-Training Co-Training Transductive SVM (TSVM) Reinforcement Learning Q-Learning Deep Q-Networks (DQN) SARSA (State-Action-Reward-State-Action) Policy Gradients Deep Deterministic Policy Gradient (DDPG) Proxi...
machine learning, in artificial intelligence (a subject within computer science), discipline concerned with the implementation of computer software that can learn autonomously. Expert systems and data mining programs are the most common applications for improving algorithms through the use of machine learni...
Artificial Intelligence and Data Science Algorithms in Python for Classification and Regression All levels 74 Lectures 8h59m $29.99 $199.99 85% OFF! 4.7 Machine Learning Unsupervised Machine Learning: Hidden Markov Models in Python HMMs for stock price analysis, language modeling, web analytics, biolog...
What is machine learning? Machine learning is both a subset of AI and a technique used in data science. Machine learning algorithmsdetect patterns and relationships in data, autonomously adjusting their behavior to improve their performance over time.With enough high-quality training data, ma...
How to use Unsupervised Learning to Cluster Well Log Data using Python towardsdatascience.com Summary The algorithms covered here are just a small sample of ones that you will come across in your data science journey. There are many videos, articles and books that go into great detail about...
Boosting Algorithms in Machine Learning: Enhancing Model Accuracy As the artificial intelligence landscape keeps rapidly changing, boosting algorithms have presented us with an advanced way of predictive modelling by allowing us to change how we approach complex data problems across numerous sectors. Thes...
The book “Mastering Machine Learning Algorithms” has been published by Packt From the back cover: Machine learning is a subset of AI that aims to make modern-day computer systems smarter and more intelligent. The real power of machine learning resides in its algorithms, which make even the ...
1. Machine Learning A-Z: Hands-On Python & R In Data Science (Udemy) This is one of the courses to learn about machine learning algorithms. It will teach you how to create Machine Learning Algorithms in Python and R from two Data Science experts. This is a hands-on course and includes...
The ABCs of Data Science and Machine LearningFrom raw data to big insights, the magic of Data Science is the modern-day superpower that enables us to make sense of the vast amounts of data generated by our world. It's a cutting-edge field with powerful algorithms that blends mathemat...