Essential Knowledge for Learning Machine Learning

Machine Learning is a broad field that encompasses a range of topics including statistics, problem-solving, and programming activities. As a subfield of artificial intelligence (AI), it has grown in popularity and importance in recent years. If you are aiming to develop a proper understanding of machine learning, it is important to start with the basics.

Getting Started with Online Courses

Machine learning courses can be taught using a variety of online resources and ed-tech platforms. Here, we will explore some of the best online courses for learning machine learning.

IBM Machine Learning Professional Certificate

Offered by IBM, this course is designed for those who want to learn about machine learning algorithms, decision trees, and more. While it does not offer live classes, it provides ample opportunities for practical work through projects. The course is suitable for both beginners and those looking to dive deeper into the subject.

Advanced AI Machine Learning Programs for Tech Professionals

This program offers domain-based training in sectors like marketing, sales, BFSI (banking, financial services, and insurance), and more. Additionally, students will receive IBM certifications, micro-skill certifications, and project completion certificates. The program offers a hybrid learning mode, with access to project innovation labs in Hyderabad, Pune, Bangalore, Kolkata, and Delhi. There are also 12 real-time projects and 2 capstone projects to increase practical exposure. The program even offers job assistance services to students.

Learnbay - AI and Machine Learning Programs

Learnbay offers a 9 to 11 month program that includes 350 hours of training. The program is designed for various fields and includes artificial intelligence and machine learning courses. Students can choose to specialize in fields such as BFSI, telecom, manufacturing, and communication. The program offers three certificates to students who excel in the program, including an IBM certification. The hybrid learning environment allows students to participate in live online mentoring sessions while completing assignments in real-time. The program includes challenging projects, such as developing a self-driving car and speech emotion recognition for different cities in India. Learnbay also offers employment recommendations after the course is over, making it a valuable tool for those looking to enter the field of machine learning.

Importance of Specialization

While online courses are a great way to learn the basics, it is also important to specialize. Working as an ML engineer requires more than just a degree or certification. Domain specialization has become a crucial component of data science, helping professionals land jobs and be more competitive in the job market. Specialization is especially important in a field where demand for specialists is greater than for generalists.

Conclusion

Both IBM and Learnbay provide high-quality courses that can help you gain the essential knowledge needed to learn machine learning. These programs offer a combination of theoretical and practical training, as well as career support. Whether you are a beginner or looking to enhance your skills, these courses provide a comprehensive learning experience.