Online course - Machine Learning

The course offers an in-depth overview of Machine Learning topics.

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899,00 €
(VAT excluded)
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Course Overview

This Machine Learning online course offers an in-depth overview of Machine Learning topics including working with real-time data, developing algorithms using supervised and unsupervised learning, regression, classification and time series modeling. Learn how to use Python in this Machine Learning training course to draw predictions from data.

Eligibility

The Machine Learning certification 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.

Pre-requisites

This 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.

Skills Covered

  • Supervised and unsupervised learning
  • Time series modeling
  • Linear and logistic regression
  • Kernel SVM
  • Decision trees
  • K-Means clustering
  • Naive Bayes
  • Random forest classifiers
  • Boosting and Bagging techniques
  • Deep Learning fundamentals

Course Content

  1. Introduction to AI and Machine Learning
  2. Data Preprocessing
  3. Supervised Learning
  4. Feature Engineering
  5. Supervised Learning: Classification
  6. Unsupervised Learning
  7. Time Series Modeling
  8. Ensemble Learning
  9. Recommender Systems
  10. Text Mining

How do I become a Machine Learning expert?

This course will give you a complete overview of Machine Learning methodologies, enough to prepare you to excel in your next role as a Machine Learning expert. You will earn Simplilearn’s Machine Learning certification that will attest to your new skills and on-the-job expertise. Get familiar with regression, classification, time series modelling and clustering.

What I need to know to unlock my Simplilearn certificate?

  • Complete 85% of the course
  • Submit at least one completed project.

Do you provide any practice tests as part of this course?

Yes, one practice test is provided as part of the course to help you prepare for the actual certification exam.

Training provider

Simplilearn.

eLearning course content

These are the details related to the contents of the eLearning course.

Number of learning object:1
Number of test:1
Total duration:10 ore
Validity:-1 anno

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