Learning Path - From Python Programming to Data Science

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Course Type
Professional Training Course
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Course Overview


Your complete guide to data science. Unleash the true potential of Python by learning basic programming and high-end data science techniques.

Python has become the language of choice for most data analysts/data scientists to perform various tasks of data science. If you're looking forward to implementing Python in your data science projects to enhance data discovery, then this is the perfect Learning Path is 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.

Packt's Video Learning Paths are a series of individual video products put together in a logical and stepwise manner such that each video builds on the skills learned in the video before it.

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 understand the data visualization concepts better, learn how to apply them and overcome any challenges that you might face 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 a brief introduction to TensorFlow.

By the end of the Learning Path, you'll be able to improve the efficiency of your data science projects using Python.

Basic knowledge:

  • Basic knowledge of any programming language (preferably Python).
  • Some knowledge of linear algebra and statistics would be helpful, but is not mandatory.

Who should take this course

Students interested in machine learning - you'll get all the tidbits you need to do well in a neural networks course. Professionals who want to use neural networks in their machine learning and data science pipeline. Be able to apply more powerful models, and know its drawbacks.


Course Completion Certificate.

Course content

What will you learn:

  • Familiarize yourself with Python
  • Learn data analysis using modern processing techniques with NumPy, SciPy, and Pandas
  • Determine different approaches to data visualization, and how to choose the most appropriate one for your needs
  • Make 3D visualizations mainly using mplot3d
  • Work with image data and build systems for image recognition and biometric face recognition
  • Grasp how to use deep neural networks to build an optical character recognition system

About Course Provider

Simpliv LLC, a platform for learning and teaching online courses. We basically focus on online learning which helps to learn business concepts, software technology to develop personal and professional goals through video library by recognized industry experts or trainers.

Why Simpliv

With the ever-evolving industry trends, there is a constant need of the professionally designed learning solutions that deliver key innovations on time and on a budget to achieve long-term success.

Simpliv understands the changing needs and allows the global learners to evaluate their technical abilities by aligning the learnings to key business objectives in order to fill the skills gaps that exist in the various business areas including IT, Marketing, Business Development, and much more.

How to enroll?

You can book the course instantly by paying on GulfTalent.

(Instant booking on GulfTalent)

Frequently asked questions

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