Destination Data - Learn Machine Learning,
the right way

Learn data science skills from scratch, completely online

Course Overview

Data Science is the hottest job of the 21st century. Despite a raging pandemic that affected industries across the board, caused layoffs and reduced salaries everywhere, data science stood out with a 25.4% salary growth in India. The demand for data professionals has grown by 47.1% in India in the year 2020-21, which testifies for the huge demand-supply gap.

With the global data market expected to grow $230.8 billion, there is a dire need to inculcate industry-relevant, practical knowledge into the practitioners of tomorrow. Therefore, we came up with the Destination Destination Data - Learn Machine Learning, the right way for teaching the essentials right from scratch, to give you a solid foundation and make you job-ready.

The course addresses the following topics, going from the absolute basics to the advanced concepts step-by-step:

• Basics of programming in Python for data science. Even if you have not coded before, you will be able to understand it all!
• In-demand libraries like NumPy and Matplotlib, along with a pinpoint focus on Pandas.
• Statistics - which pertains to measures of central tendency, variables, distributions and their types, central limite theorem, hypothesis testing and sampling.
• Machine Learning, which includes a deep-dive introduction and primers on exploratory data analysis (EDA), data visualization, bias-variance tradeoff and building a model.
• Supervised Learning, which focuses on Linear Regression, Logistic Regression, Random Forests, decision trees, bagging and boosting.
• Unsupervised Learning, that explains K-Means Clutsering, hierarchical clustering and building recommendation systems.

Features

Comprehensive Curriculum