Course Details

Supervised Machine Learning: Regression and Classification

The Machine Learning Specialization from DeepLearning.AI and Stanford Online provides comprehensive foundations for artificial intelligence mastery. Learners gain practical experience building AI models through hands-on projects.

By completing this beginner-friendly program, you will acquire in-demand skills to apply machine learning techniques to real-world problems. The curriculum is constantly updated to keep pace with the latest AI advancements.

Key Skills You Will Learn

  • Linear regression for predicting continuous values
  • Logistic regression for binary classification tasks
  • Regularization to avoid overfitting models
  • Gradient descent optimization algorithm
  • Using Python libraries like NumPy and scikit-learn
  • Evaluating and tuning models for better performance
  • Taking a data-centric approach to improve AI systems

The course is taught by Andrew Ng, a global leader in AI research and education and 3 others experts. The on-demand structure allows you to learn at your own schedule. By the end, you will have developed job-ready expertise in machine learning foundations.

The 3 courses in the Specialization are:

  1. Supervised Machine Learning: Regression and Classification
  2. Advanced Learning Algorithms
  3. Unsupervised Learning, Recommenders, Reinforcement Learning

Hands-on projects let you internalize concepts and apply them to real examples. You will build models for prediction, image classification, clustering, recommender systems etc. Expert instructors provide guidance and support throughout your learning journey.

Upon completing all assessments with a passing grade, you earn a shareable certificate to boost your resume. The skills are valued by employers hiring AI talent across industries like technology, healthcare, finance and more.

The flexible, online format also makes this Specialization suitable for working professionals looking to transition into AI. You can learn on your phone during commutes or on your laptop anytime.

Start building your AI expertise today with this highly-rated, comprehensive program from DeepLearning.AI and Stanford Online. The skills you gain will enable you to deliver transformative AI solutions and advance your career.

Master In-Demand AI Skills with Hands-On Learning

The Machine Learning Specialization from DeepLearning.AI provides comprehensive foundations and practical expertise in artificial intelligence. Through real-world projects, you will gain in-demand skills applicable across industries. Expert instructors and flexible online format make this a great starting point for AI skill-building.

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