Data science is a rapidly growing field with tremendous potential. It is used across numerous industries, including finance, healthcare, manufacturing, retail, and more. There are many online data science courses accessible today for free. However, with so many options, it can be tough to decide which one is right for you. This blog will give you a summary of the best data science courses so you can choose the program that’s ideal for you.
- LearnTube’s Data Science Courses: LearnTube offers a variety of data science courses on its platform. The course features topics on Python, ML, R-programing, Data Analytics, and more. Students can complete the course for free butt to earn a certificate of completion they have to subscribe to a basic premium plan. The course offers a series of pathways that let learners decide what concentrations to focus on based on their career goals. These courses were designed to teach learners the most essential data science skills and prepare them to handle difficult datasets to mirror real-world conditions, including corrupted data, data anomalies, and data irregularities. Students will learn how to clean and construct data for analysis, perform simple data visualizations, and model their data.
- Data Science: Machine Learning by Harvard University by edX: This course explains the most popular machine learning techniques for building predictive models. Learners will learn ML algorithms, principal component analysis, and regularization. You will also learn how to tune ML models. This course is part of the HarvardX Certificate Program in Data Science. It is best for beginners data scientists who want to improve their understanding of machine learning.
- Introduction to Data Science Specialization by Coursera: Created by IBM, this course takes roughly 4 months to complete. The course introduces students to what data science is and what does a data scientist do. This course is structured to give learners a foundation for more advanced learning. You will learn the basics of data science concepts, how these techniques are used across various industries, and how to start your data science career without prior knowledge of computer science or programming languages. The course teaches concepts such as statistical analysis, big data, and relational databases, as well as industry-recognized tools such as GitHub, and SQL. At the end of the course, you will be given projects to tackle data science problems using real-world data sets.
- Machine Learning Specialization by Coursera: This course is best for students or working professionals with basic coding knowledge and high-school-level math who want to learn the basic concepts of machine learning. This course provides a thorough introduction to machine learning, including unsupervised learning and supervised learning. You’ll learn how to build machine learning models with NumPy and sci-kit-learn, build a neural network and perform multi-class classification. This beginner-level course requires learners to have basic knowledge of loops, functions if/else statements, etc.
- Intro to Data Analysis by Udacity: This course is best for beginners who want to learn how to use data analysis and its tools. Offered by Udacity, this course takes roughly six weeks to complete. In this course, you’ll learn the entire data analysis process, from posing a question and preparing a problem statement to exploring data and wrangling. At the beginning of the course, you’ll receive a basic introduction to statistical analysis and its tools. The final session is a real-world project where learners can use their abilities on a recommended dataset. The drawback of this course is that learners should be knowledgeable about Python and familiar with Python concepts such as classes, objects, and modules. Students who don’t have this prior knowledge can find this course overwhelming.
Conclusion: That’s all about some of the top online courses to learn data science without any prior experience. The world of technology is evolving at a fast pace. It is important for you to get ahead of the game and update yourself with the changes to remain employable and stand out in the current market. Hence, with the help of these best computer programming courses, you can become an expert in your technical skills and get jobs in big tech firms. Your next step should be to opt for these courses and see your skills improve every day.
To learn more about LearnTube’s career development program courses, visit https://learntube.ai/.
