• Arabic (اللغة العربية)

End-to-End Python Programming and Machine learning

Course OverviewThis course covers the essentials for Machine Learning using Python libraries, including advanced components such as feature engineering, attribute combination, transformers, and empirical visualizations. Learn how real machine learning algorithms work, from preprocessing to feature scaling, from training and tuning to visualization of the models; how to save and load machine learning algorithms, how to build the models using various libraries; and how to work with the models and the plots.
Learning OutcomeAfter completing this course you will be able to:
  • Open, query and gain insights on datasets.
  • Prepare the data for Machine Learning algorithms.
  • Train and test machine learning algorithms.
  • Adjust and publish Python solutions.
  • Launch, monitor, and maintain your machine learning project.
  • Install and Configure Anaconda and Jupyter Notebook Workspace.
  • Prepare the Jupyter Workspace.
  • Discover and visualize the data to gain insights.
  • Conduct Attribute Correlations and Combinations.
  • Handle Text and Categorical Attributes using scikitlearn.
  • Apply Feature Scaling.
  • Train and Evaluate the Training Set.
  • Perform Cross Validation and Various Search Methods.
  • Evaluate Your System on the Test Set.
  • Launch, monitor, and maintain your machine learning system.
Target ParticipantsStudents and Employees in Organizations
Course Dates25-28/12/2023
Duration16 Hours
LanguageEnglish - Python - Jupyter Notebook
VenueSohar University
Registration Fees85 OMR
Contact us for more detailsName: Badriya Al Ajmi
Phone Number: 91271393 - 26850111
Email: bajmi@su.edu.om
Sohar University