Machine learning is now a very important area of data science because it can help companies drive growth, open new revenue channels, and solve complex problems across industries by designing systems that learn or perform based on the data they analyze.
Data has become a driver of business decisions, but the human brain cannot process big data quickly. So companies use machine learning algorithms to perform high-speed analysis of big data to get faster results.
Today, machine learning is in every field. When we use chatbots, shop online, use social media, or use search engines, we find that machine learning algorithms play an important role in making our experience personal and seamless. These few examples show how machine learning models can help play a role in Our life. Daily.
Unlike data science courses, which cover topics such as data analysis, statistics, and visualization techniques, machine learning courses focus only on machine learning algorithms, how they work with mathematics, and how they are used in programming languages.
Machine learning skills will be in demand by 2022, and machine learning is expected to become one of the most in-demand skills in the world by 2025, according to the Future of Jobs report published by the World Economic Forum.
Many international universities and major technology companies offer courses to help you develop skills in this field, and today we will review Harvard courses:
Data Science Course: Machine Learning
The Harvard Data Science: Machine Learning course covers the basics of machine learning, common machine learning algorithms, and building a visual content recommendation system using curation techniques.
You will learn information about training data and how to use the dataset to reveal potential predictive relationships. As you build your visual content recommendation system, you will learn how to use training data to train algorithms so that they can predict the results of future datasets.
This course lasts for 8 weeks, with 2-4 hours allowed per week. The course is completely free, but the certificate costs $99.
What will you learn in this course?
- Machine learning basics.
- Many popular machine learning algorithms.
- How to create a machine learning based visual content recommendation system.
- Learn more about regularization, a technique for calibrating machine learning models, and why is it important?
Course details:
- Course duration: 8 weeks.
- Study time: 2 to 4 hours per week.
- Free.
- Level: suitable for beginners.
- With Certificate: Yes, but it costs $99.
Harvard University offers a training course (Data Science: Machine Learning) on the Edx platform, which is one of the leading online education platforms in the world, which was founded in 2012 as a non-profit initiative in partnership with Harvard University and MIT and now serves more than 160 universities and companies collaborate to provide Thousands of courses.