Learning Path - TensorFlow - The Road to TensorFlow Second Edition

Location
Online
Dates
Can be taken anytime
Course Type
Professional Training Course
Accreditation
Yes (Details)
Language
English
Price
$10

Course Overview

Discover deep learning and machine learning with Python and TensorFlow

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. It can be hard to get started with machine learning, particularly as new frameworks like TensorFlow start to gain traction across enterprise companies. TensorFlow is an open source software library for numerical computation using data flow graphs. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.

This Learning Path begins by covering a mastery on Python with a deep focus on unlocking Python's secrets. We then move on to understand deep learning as implemented by Python and TensorFlow. Finally, we solve common commercial machine learning problems using TensorFlow. If you have no prior exposure to one of the most important trends impacting how we do data science in the next few years, this Learning Path will help you get up to speed. The goal of this Learning Path is to help you understand deep learning and machine learning by getting to know Python first and then TensorFlow.

This Learning Path is authored by some of the best in their fields.

Basic knowledge:

Requires a firm understanding of Python and the Python ecosystem

Who should take this course

This course is ideal for Python professionals looking to familiarize themselves with deep learning and machine learning. No commercial domain knowledge is required but familiarity with Python and matrix math is expected.

Accreditation

Course Completion Certificate

Course content

What will you learn:

  • Build Python packages to efficiently create reusable code
  • Become proficient at creating tools and utility programs in Python
  • Design and train a multilayer neural network with TensorFlow
  • Understand convolutional neural networks for image recognition
  • Create pipelines to deal with real-world input data
  • Set up and run cross domain-specific examples (economics, medicine, text classification, and advertising)
  • Learn how to go from concept to a production-ready machine learning setup/pipeline capable of real-world usage

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.

Frequently asked questions

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