Overview:
Our machine learning course online provides a thorough guide for mastering both fundamental and advanced concepts of this transformative technology. The curriculum covers core principles and practical skills for solving real-world problems using data-driven approaches.
This course starts with machine learning for beginners with foundational concepts, including the definitions and applications of machine learning across industries like healthcare and finance. As the course progresses, learners will gain hands-on experience with algorithms such as linear regression, decision trees, and random forests, and will focus on managing overfitting and evaluating models. Advanced topics will include clustering techniques, dimensionality reduction with PCA, and neural networks, with insights into TensorFlow and Keras.
By completing this course, participants will build a solid foundation in machine learning, preparing them for roles in data science and AI development, regardless of their prior experience. They also get a machine learning certification online from Bot Campus.
What You'll Learn
- Basic concepts and terminologies of machine learning.
- Different types of machine learning: supervised, unsupervised, and reinforcement learning.
- Popular machine learning algorithms and their applications.
- Data preparation, feature engineering, and model evaluation.
- Ethical implications and best practices in machine learning.