Applied Machine Learning Certificate Program

Training Method: Live Simultaneous(Synchronous) Training Remotely

The Purpose of the Program

The Machine Learning Certificate Program aims to provide participants with a comprehensive and practical education in the field of machine learning, which is a sub-branch of artificial intelligence, which is one of the popular fields of today. The program aims to provide its participants with data processing techniques used in various sectors and model development skills with machine learning algorithms. In this way, the participants will be able to meet the theoretical and practical skills in the relevant sectors

The Content of the Program

Module 1- Data acquisition tools

Module 2- Data Preprocessing

Module 3- Data Manipulation

Module 4- Introduction to Machine Learning

Module 5- Performance Criteria

Module 6- What is Regression?

Module 7- Regression Algorithms

Module 8- Supervised Machine Learning Algorithms

Module 9- Model Evaluation

Module 10- Model Performance Improvement

Module 11- Attribute Selection

Module 11- Model Optimization

Module 12- Regression Based Problem Applications

Module 13- Classification Based Problem Applications

Program Details

• The duration of the program is planned as 25 hours.
• The program opens with a minimum of 5/10 people.
• The program will be maintained online.
• The program will be completed in 5 weeks with 3 lessons per week.
• The program will be completed as theoretical knowledge and application development.
• The program will use the scikit-learn library prepared for the Python programming language and machine learning.

Who Should Participate?

• The training program is offered to graduate students.
• The training program is recommended for people with basic programming knowledge to start a new career.
• The training program is recommended for people engaged in research and development activities.
• Training Details
• The training will be broadcast live simultaneously over the Internet.
• In order to participate in the training, you must have internet access and a suitable internet package in your current environment.
• At the end of the training process, the course notes will be shared with the participants. There is no video recording in the training.

In order for the educational system to be used,camera and microphone equipment have been introduced, a device that can connect to the Internet(smartphone, tablet and preferably computer) is needed.

Participants will log in to the system with their cameras and microphones turned on together with our instructor who provides the training during the specified lesson hours.

User names and passwords will be sent to the participants' e-mails before the training starts.

Certificates are issued for participation of 80% and above of the total training period. for participation of 79% and below, no documents will be issued.

After the completion of the training period, certificates will be issued after the controls belonging to our institution and will be sent to the addresses you entered at the time of registration with PTT Cargo. Your address and contact information must be up-to-date.

Participants have all kinds of questions and problems usem@uludag.edu.tr they can write to our address. The mail will be followed up instantly during the training.