AI gives enterprises a view of trends in customer behavior and business operational patterns, as well as supports the development of new products. Many of today's leading companies implement fields of AI like machine learning to advance their business.By the end of this Specialization, you will have mastered key concepts and gained the practical know-how to quickly and powerfully apply machine learning to challenging real-world problems. If you’re looking to break into AI or build a career in machine learning, the new Machine Learning Specialization is the best place to start.
Objectives and target group
Who should attend?
Enthusiasts about AI
Knowledge and Benefits:
After completing the program, participants will be able to master the following:
have a broad understanding of machine learning, its concepts, and its methods.
Implementing fundamental machine learning algorithms such as back propagation and k-means clustering.
Tackling tasks such as multi-class classification and anomaly detection.
The ability to use Octave and Matlab to complete practical projects involving optical character recognition using a wide variety of approaches.
Get real-world experience on how to implement AI in the field of your work.
Introduction to Machine Learning
Applications of machine learning
What is machine learning?
Linear regression model
Cost function formula
Cost function intuition
Visualizing the cost function
Implementing gradient descent
Gradient descent intuition
Gradient descent for linear regression
Running gradient descent
Regression with multiple input variables
Gradient descent for multiple linear regression
Checking gradient descent for convergence
Choosing the learning rate
Cost function for logistic regression
Simplified Cost Function for Logistic Regression
Gradient Descent Implementation
The problem of overfitting
Cost function with regularization
Regularized linear regression
Regularized logistic regression
Note / Price varies according to the selected city
Members NO. : 1
Members NO. : 2 - 3
Members NO. : + 3
Excel Business Intelligence: Power Query Training Programme