What you’ll learn
- Fundamental of Machine Learning; Introduction, types of machine learning, applications
- Supervised, Unsupervised and Reinforcement learning
- Principal Component Analysis (PCA); Introduction, mathematical and graphical concepts
- Confusion matrix, Under-fitting and Over-fitting, classification and regression of machine model
- Support Vector Machine (SVM) Classifier; Introduction, linear and non-linear SVM model, optimal hyperplane, kernel trick, project in Python
- K-Nearest Neighbors (KNN) Classifier; Introduction, k-value, Euclidean and Manhattan distances, outliers, project in Python
- Naive Bayes Classifier; Introduction, Bayes rule, project in Python
- Logistic Regression Classifier; Introduction, non-linear logistic regression, sigmoid function, project in Python
- Decision Tree Classifier; Introduction, project in Python
How to Enroll Machine Learning for Beginner course?
How many members can access this course with a coupon?
Machine Learning for Beginner Course coupon is limited to the first 1,000 enrollments. Click 'Enroll Now' to secure your spot and dive into this course on Udemy before it reaches its enrollment limits!
