Training on Statistical Analysis with Python: From NumPy to Maximum Likelihood Estimation (MLE) (NASTP Lahore)

In this in-depth training, you’ll dive into the world of statistical analysis with Python, using powerful libraries like NumPy to manipulate and analyze data effectively. We will begin by exploring the core concepts of statistics, teaching you how to apply techniques like hypothesis testing and probability distribution using Python. You’ll gain practical experience by working on exercises that utilize NumPy to manipulate datasets and perform statistical operations. The course will also introduce Maximum Likelihood Estimation (MLE), a key technique for parameter estimation, and show you how to implement it in Python. By the end of this session, you will have a strong grasp of statistical analysis with Python and the skills to implement advanced techniques in real-world scenarios.