How to build Career in artificial intelligence and machine learning

by Kash Josh Learning Path

We all know that artificial intelligence (AI) and machine learning (ML) is a promising and rapidly growing field that offers various job opportunities across different industries. After the launch of the OpenAI-based ChatGPT tool, the demand for AI-based tools has increased drastically. Every product-based or service-based company is developing its own ChatBot and Tools like ChatGPT which is creating new job opportunities in the market.

Here's a guide to help you get started in AI and machine learning:

Educational Background:

Having a bachelor's degree in computer science, mathematics, or a related field is best for those looking career in AI and machine learning. If you are one, then start with a strong foundation in mathematics, statistics, and computer science.

Programming Skills:

You must have programming language knowledge. You can learn Python, R, and Julia. Python is the most widely used language in the field. This skill is very important and without programming knowledge, it's very difficult to find a suitable job in AI ML. Check here for Python Job opportunities.

AI ML Fundamentals:

Learn the basics to advanced concepts of machine learning, including supervised learning, unsupervised learning, reinforcement learning, and deep learning. and Also learn natural language processing, computer vision, and robotics.

Online Tutorials, Ebook, and Courses:

Study the online tutorials and ebooks to enhance your knowledge. YOu can also enroll in online courses to gain practical knowledge. There are so many platforms offering job-oriented AI and ML courses.

Build Real-World Projects:

Building small projects is a good idea for those who are looking career in AI & ML. It's highly recommended by top industry experts that one should apply knowledge by working on real-world projects. Creating machine learning models is another best way to get started.

Social Networking:

Social networking is the best tool to connect with industry experts or working professionals in AI & machine learning. You can join AI and ML communities, and online forums, and attend conferences & meetups. Networking sites like LinkedIn are the best platforms to explore job opportunities and skills online.

Stay Focuesd & Updated:

If you are pursuing a career in AI & ML then you must be focused and updated with the latest industry trends and updates. Read academic papers, blogs, and research documents.

Job Roles:

There are so many job options available you can choose from. You can pursue roles such as machine learning engineer, data scientist, AI researcher, AI/ML consultant, or AI product manager.

Real-World Experience:

Join startups for upskilling and get internships or entry-level positions to gain practical experience. Many companies offer internships in AI and ML.

Soft Skills:

Develop strong communication and problem-solving skills.

Certifications:

Consider obtaining certifications like AWS Machine Learning, and Microsoft Azure Certification. You can find the latest certification programs for 2023-2024.

Career Growth:

As you gain experience, you can advance to senior roles, team lead, research scientist, manager, or AI architect.