In today’s technology-driven world, companies have recognised the importance of data to successfully run and grow their businesses as well as gain a competitive advantage over others. As a result, many companies hire skilled data science professionals to navigate and exploit data and insights about markets, competitors, and audiences.
There are multiple data science programmes available to help freshers and professionals learn in-demand skills and advance their careers into leadership positions. In this article, we’ll look at the top five data science courses you can pursue online.
- Executive Programme in Data Science
IIM Lucknow offers a 9-month data science programme designed specifically for working professionals with a minimum of 5 years of experience. The programme focuses on providing an in-depth understanding of data science through weekly online classes from top industry experts and faculty, three-day campus immersions, real-world scenarios, a professional network and interaction with experienced peers, a capstone project, and other activities.
It helps candidates in the following ways:
- Develop a managerial understanding of data science and machine learning tools and techniques.
- Develop the ability to make data-driven, real-time organisational decisions.
- Learn the statistical concepts needed to make strategic and effective business decisions.
- Enhance your ability to implement machine learning algorithms.
- Learn the skills and knowledge required to manage your organisation’s data science and analytics teams.
- Grasp a thorough understanding of data structure and analysis.
- Certificate Programme in Data Science & Machine Learning
IIT Delhi offers a 6-month data science programme that includes live online learning, real-world case studies, and sessions to gain industry-specific insights from faculty, experts, and peers. This online bootcamp is specifically designed for both freshers and experienced professionals to help them in the following ways:
- Create predictive models with neural networks and time series data forecasting models.
- Get hands-on experience with machine learning algorithms, the statistical models that power them, and ML applications.
- Get an in-depth knowledge of popular methods such as regression, clustering, decision trees, and deep learning.
- Learn how to use optimisation formulations to reduce errors and build more accurate models.
- Professional Certificate Programme in Applied Data Science
It is an online data science programme curated specifically for early to mid-career professionals interested in developing their data science expertise through modern concepts, strategies, and real-world cases. This 26-week bootcamp is offered by IIT Palakkad to help candidates:
- Learn to use various data engineering tools to clean, optimise, and interpret raw data.
- Solve a real-world classification problem using machine learning tools and techniques.
- Learn to use cutting-edge data science tools like Python and Excel.
- Conduct a social network analysis and provide recommendations.
- Certificate Programme in Data Science
This 12-week online data science programme is offered by IIM Kozhikode for early to mid-career professionals and aspiring business and project leaders. The bootcamp provides insights into modern data science practises and helps professionals learn the in-demand skills necessary to succeed in a data-driven world. It also enables candidates to:
- Learn the importance of data in making a business decision
- Gain hands-on experience with Excel and Python for data analysis.
- Learn to drive growth with descriptive, predictive, and prescriptive analytics.
- Analyse datasets to extract insights and draw conclusions.
- Certificate Programme in Machine Learning & AI with Python
The six-month data science programme includes live online sessions from leading IIT Bombay faculty and industry experts. It helps professionals leverage machine learning and artificial intelligence for automation, better decision-making, and competitive advantage. The bootcamp also allows candidates to:
- Get an in-depth knowledge of vital machine learning algorithms.
- Create predictive models by combining neural networks and decision trees.
- Distinguish between optimisation techniques and how they solve learning problems across models, reduce errors, or maximise rewards.
- Create AI models with agent-based models that operate search algorithms and complete tasks.
So, if you are an aspiring professional looking to develop skills and strategies while also learning in-depth about data science, consider enrolling in a data science programme at one of these top Indian institutes.