What you'll learn

Embark on a transformative journey in our 'Complete Data Science Bootcamp.' Master the art of data analysis, machine learning, and visualization. Explore Python and its powerful libraries, dive into statistical analysis, and uncover the intricacies of data cleaning and preprocessing. Gain hands-on experience in building predictive models, leveraging algorithms for classification and regression. Understand the nuances of data visualization with tools like Matplotlib and Seaborn, conveying meaningful insights. Navigate the world of big data with Spark and Hadoop, and grasp the fundamentals of deep learning. Whether you're a novice or seasoned professional, this course equips you with the skills to thrive in the dynamic field of data science.

Table of contents

Chapter 1: Introduction
Chapter 2: Data Science Disciplines
Chapter 3: Data Science Techniques
Chapter 4: Data Science Tools
Chapter 5: Probability
Chapter 6: Statistics
Chapter 7: Python Programming Language
Chapter 8: Advanced Statistical Methods
Chapter 9: Deep Learning
Chapter 10: Software Integration