Machine Learning

COURSE SUMMERY

Machine Learning is a kind of artificial intelligence, it mainly focuses on the enhancement and development of the computer programs, which has the property to get changed when it comes to the interaction with the new data. This online course is helpful for IP professionals in analyzing the data set with ease. This course provides the knowledge of various types of algorithms such as regression, clustering, and classification, etc. along with Artificial Neural Networks, all these help the candidates in supervising the advanced data programming techniques.

Who Should Take-up This Course

course is well-suited for participants at the intermediate level including, analytics managers, business analysts, information architects, developers looking to become data scientists, and graduates seeking a career in Data Science and Machine Learning.

What are the prerequisites for taking this course

Machine Learning course requires an understanding of basic statistics and mathematics at the college level. Familiarity with Python programming is also beneficial. You should understand these fundamental courses including Python for Data Science, Math Refresher, and Statistics Essential for Data Science, before getting into the Machine Learning online course.

Course Content

  • Introduction to Machine Learning and Set up
  • Regression
  • Classification
  • Clustering
  • Association Rule Learning
  • Reinforcement Learning
  • Artificial Neural Networks
  • Convolutional Neural Networks
  • Dimensionality Reduction
  • Principal Component Analysis (PCA)
  • Linear Discriminant Analysis (LDA)
  • Kernel PCA
  • Model Selection & Boosting

Duration: 45 days