Basic Statistics and Data Mining for Data Science

🚀 Course Title: Basic Statistics and Data Mining for Data Science
🎓 Headline: Enter the world of Statistics, Data Analysis, and Data Science!

Unlock the Secrets of Data with Basic Statistics and Data Mining for Data Science

Why You Should Take This Course: Data science is a goldmine for those who can harness the power of statistics and data mining to extract meaningful insights from oceans of data. This course serves as an excellent starting point for anyone interested in delving into the world of data science, offering a comprehensive introduction to the fundamental concepts of statistics and data mining that underpin this fascinating field.

What You'll Learn:

• Understanding Data Analysis: The first step in any data project is to analyze the data you have. This course begins by guiding you through the key steps to effectively analyze your dataset and determine which summary statistics are most relevant for your analysis.

• Summarizing Individual Variables: In this chapter, you'll discover why it's crucial to summarize variables and learn various procedures, including how to calculate and interpret frequencies. You'll also get hands-on experience with creating a range of graphs that will help you visualize your data effectively.

• Inferential Statistics & Probability: Dive into the world of inferential statistics, where you'll understand the principles of probability and learn how to perform hypothesis testing. This knowledge is key to making informed decisions based on data.

• Statistical Analyses Techniques: Get acquainted with the tools you need for performing basic statistical analyses, such as chi-square tests, t-tests (independent and paired), one-way ANOVA, post-hoc tests, and bivariate correlations. You'll also learn how to present your findings through clustered bar charts, error bar charts, and scatterplots.

• When & How to Use Statistical Techniques: Understand the nuances of different statistical techniques and know when to apply them. This chapter will also guide you on how to set up your analyses and interpret the results effectively.

👨‍🏫 Instructor Insight: Jesus Salcedo

Jesus Salcedo, your course instructor, is not just an educator but a seasoned statistical consultant with a Ph.D. in Psychometrics from Fordham University. With over 20 years of experience using SPSS, Jesus has been at the forefront of data analysis. As a former SPSS Curriculum Team Lead and Senior Education Specialist, he has authored numerous training courses and educated thousands of users. His expertise will be your compass in navigating the complex world of statistics and data mining for data science.

What's Inside:

• Step-by-Step Instructions: Easy-to-follow tutorials that take you from the basics to advanced statistical techniques.

• Hands-On Practice: Real-world examples and exercises to apply what you learn directly to your own datasets.

• Expert Guidance: Insights from a respected expert in the field, ensuring you're getting accurate and practical advice.

• Flexible Learning: Access course material anytime, anywhere, fitting seamlessly into your schedule.

Who This Course Is For:

• Aspiring data scientists looking to build a strong foundation in statistics and data mining.

• Current data scientists who wish to enhance their knowledge and skills with up-to-date statistical techniques.

• Researchers, analysts, or professionals in any field that relies on data for decision-making.

Enroll Now and Embark on Your Journey to Mastering Data Science! 🌟