Search result for Supervised learning techniques Online Courses & Certifications
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Data Science: Machine Learning and Statistical Modeling in R
by Star Academy- 4.2
10 hours on-demand video
Master machine learning techniques with R to solve Real-World problems and gain valuable insights from your data. In this course, we will teach you advanced techniques in machine learning with the latest code in R. Finally, we’ll move into the world of machine learning – this introduces you to data classification, regression, clustering, association rule mining, and dimension reduction....
$11.99
24h Pro data science in R
by Francisco Juretig- 3.6
18.5 hours on-demand video
This course explores several modern machine learning and data science techniques in R. We showcase a wide array of statistical and machine learning techniques. Supervised ML problems using the CARET packageData processing using sqldf, caret, etc....
$12.99
Mastering Unsupervised Learning with Python
by Packt Publishing- 3.6
4 hours on-demand video
By the end of this course, you will have mastered the application of Unsupervised Learning techniques and will be able to utilize them in your Data Science workflow—for instance, to extract more informative features for Supervised Learning problems. After having taken this course, you will have mastered the application of Unsupervised Learning with Python....
$12.99
Machine Learning: Clustering & Retrieval
by Emily Fox , Carlos Guestrin- 4.6
Approx. 17 hours to complete
Learning Outcomes: By the end of this course, you will be able to: -Compare and contrast supervised and unsupervised learning tasks. -Compare and contrast initialization techniques for non-convex optimization objectives. -Implement these techniques in Python. Important Update regarding the Machine Learning Specialization Learning LDA model via Gibbs sampling...
Machine learning with Scikit-learn
by Francisco Juretig- 3.6
6.5 hours on-demand video
Learn the most important machine learning techniques using the best machine learning library available In essence, machine learning can be divided into two big groups: supervised and unsupervised learning. In supervised learning we will have an objective variable (which can be continuous or categorical) and we want to use certain features to predict it....
$11.99
Fundamentals of Data Science & Machine Learning with Python
by Aditya Khedkar- 4.2
5 hours on-demand video
Learn Data Science, Probability & Statistics, Python, Data Gathering & Cleaning, Machine Learning & Data Visualization Applying advanced statistical techniques in Python Machine Learning Machine Learning What is Machine Learning, Supervised vs Unsupersivesd learning and All common machine learning techniques or algorithms in Python. Learn different techniques to clean the data Supervised and Unsupervised machine learning models...
$12.99
Introduction to Applied Machine Learning
by Anna Koop- 4.7
Approx. 7 hours to complete
This course is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domains, this course will introduce you to problem definition and data preparation in a machine learning project. Semi Supervised Learning (required) Identifying Machine Learning Techniques...
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Deep Learning and Reinforcement Learning
by Mark J Grover , Miguel Maldonado- 4.7
Approx. 14 hours to complete
This course introduces you to two of the most sought-after disciplines in Machine Learning: Deep Learning and Reinforcement Learning. Deep Learning is a subset of Machine Learning that has applications in both Supervised and Unsupervised Learning, and is frequently used to power most of the AI applications that we use on a daily basis. Regularization Techniques for Deep Learning...
Big Data Applications: Machine Learning at Scale
by Alexey A. Dral , Vladimir Lesnichenko , Evgeny Frolov , Ilya Trofimov , Pavel Mezentsev , Emeli Dral- 3.8
Approx. 28 hours to complete
Machine learning is transforming the world around us. With these skills, you will be able to tackle many practical machine learning tasks. These people never sleep to babysit this course day and night, to make your learning experience productive, smooth and exciting. Machine Learning Applications for BigData (Optional) Supervised learning Decision Trees & Ensemble Learning...
Violin Foundation Ultimate Workshop
by Oleg Ponomarev- 4.9
4 hours on-demand video
Every experienced teacher who loves their job eventually comes up with a system which combines bespoke methods and techniques for the maximum results and productivity, while keeping students interested and fully involved in the learning process....
$12.99