Getting Started with Inferential Statistics
In a world where data is queen, mastering inferential statistics is proving to be an essential skill. This training, developed in collaboration with ENSAE-ENSAI, offers you a deep immersion in the fascinating field of inferential statistics. In just 12 hours, you will be introduced to concepts that form the solid foundation of decision support in various professional sectors.
Imagine yourself preparing for a marathon and trying to find out if your performance has really improved compared to the previous year. Inferential statistics comes to your rescue, helping you decide this question by establishing a tangible link between the real world of observations and the theoretical world of probability. You will learn to calculate precise margins of error and to work with the notion of risk, an essential skill in all decision-making.
This course guides you through crucial notions such as estimation, confidence interval and statistical testing. It promises to transform the way you make decisions, equipping you with robust statistical tools. Prerequisites ? Familiarity with descriptive statistics and basic notions of probability. Prepare to never make decisions the same way again, with this rewarding and enlightening training.
Deepen your Knowledge of Inferential Statistics
You will dive deeper into the fascinating world of inferential statistics. You will begin by exploring the notion of inference, a concept that will enable you to establish strong links between empirical observations and theoretical probabilistic models. This skill is essential for analyzing and interpreting complex data in a variety of professional contexts.
You will also be introduced to point estimation techniques, allowing you to calculate precise confidence intervals for a variety of parameters, such as proportion and mean. These skills are crucial for performing accurate and reliable data analysis, helping businesses make informed decisions based on solid data.
But that's not all. You will also learn how to perform statistical tests, an essential skill for verifying the adequacy of a piece of data to a specific law. Whether you are looking to test a hypothesis about a proportion, mean, or variance, the course will provide you with the tools to do so with accuracy and confidence.
Putting Acquired Concepts into Practice
As you progress through this training, you will be asked to practice the skills acquired through concrete case studies. This phase is crucial, as it allows you to consolidate your knowledge and apply it in real-life scenarios, simulating the challenges you might encounter in the professional world.
The focus is on the practical application of inferential statistics concepts, guiding you through exercises that will help you determine margins of error and understand the risks associated with every decision making. You will be able to handle real data, analyze trends and make informed predictions, skills that are highly valued in the dynamic field of data science.
This phase of the training is designed to transform you into a competent professional, capable of making informed decisions based on sound statistical analyses. You will be guided every step of the way, ensuring that you are well prepared to excel in your future career.
Ultimately, this rewarding experience not only prepares you to excel in the field of data science, but also to make a meaningful contribution to your organization, helping to make decisions based on reliable and accurate data.
