Learning Path: From Python Programming to Data Science

MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 17 Hours | 4.44 GB

Genre: eLearning | Language: English

Python has become the language of choice of data scientists for performing data analysis, visualization, and machine learning. If you’re looking forward to implementing Python in your data science projects to enhance data discovery, then this is the perfect Learning Path for you. Starting out at the basic level, this Learning Path will take you through all the stages of data science in a step-by-step manner.

We begin this journey with nailing down the fundamentals of Python. You’ll be introduced to basic and advanced programming concepts of Python before moving on to data science topics. Then, you’ll learn how to perform data analysis by taking advantage of the core data science libraries in the Python ecosystem. You’ll also get a better understanding of the data visualization concepts, how to apply them, and how you can overcome any challenges while implementing them. Moving ahead, you’ll learn to use a wide variety of machine learning algorithms to solve real-world problems. Finally, you’ll learn deep learning along with an introduction to TensorFlow.