Top Irvine Machine Learning Courses
Find the perfect Machine Learning class for you in Irvine. We’ve found 5 courses available live online with class duration ranging from 14 hours to 5 weeks and pricing ranging from $1,195 to $2,990.
Python for Data Science Bootcamp Learn The Skills Guarantee™
Pick up Python fundamentals and quickly transition into analyzing real-world datasets. You will learn to how to clean and combine data, as well as generate useful statistics and visualizations. The final sessions will be focused on using linear regression to extrapolate from data and make predictions.
- 30 hours
- Free retake
- Live Online or NYC
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In this 18-hour course, students expand their Python programming skills into machine learning and algorithms that can independently learn patterns and make decisions. The course begins with linear and logistic regressions, the most time-tested and reliable tools for approaching a machine learning problem. Students then progress to algorithms with a different theoretical basis, such as k-nearest neighbors, decision trees, and random forest. This will bring important statistical concepts to the forefront, such as bias, variance, and overfitting. Participants also learn how to measure the accuracy of your models, as well as tips for choosing effective features and algorithms.Available live online (virtual training) from anywhere
- 30 Hours
- Free Retake
This course in machine learning with R introduces novice R programmers a foundation in machine learning theory. The course covers the foundations of statistics and simple linear regressions, multiple linear regression and generalized linear models, kNN and Naïve Bayes, the curse of dimensionality, tree models, and SVMs. Students who complete this course will understand the mathematics behind machine learning algorithms and be able to use them in real-world situations.Available live online (virtual training) from anywhere
- 5 Weeks, 7 hr/wk
Practical Programming Machine Learning Immersive
This machine learning course is meant for learners looking to master the concepts needed for machine learning. Students will learn how machine learning can be used for decision-making, the different machine learning techniques available, and how to tackle machine learning projects. The course covers various techniques in machine learning, including regression, classification, k-means, neural networks, and more.Available live online (virtual training) from anywhere
- 18 Hours
General Assembly Python and Machine Learning Bootcamp
This Python and machine learning course is a 2-day bootcamp designed for individuals with some familiarity with Python programming looking to advance their skill set. In this hands-on bootcamp, students will learn how to use some Python data science libraries and various machine learning techniques. Day one of the bootcamp focuses on introducing students to two data science libraries (NumPy and Pandas), best practices for preparing data, an intro to machine learning, and regression analysis. Day two starts off with cross validation and regularization of data, concludes with classification, and brings everything learned in days one and two together.Available live online (virtual training) from anywhere
- See provider
- 14 Hours
- Weekdays or Weekends
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