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Artificial Intelligence | Tensor Flow Machine Learning Certification Course

Top AI Certification online course with machine learning syllabus with hands-on experience by using latest TensorFlow JavaScript framework

Beginner (5/5 Ratings) 63 Students enrolled
Created by Joel Perez Last updated Tue, 04-Jan-2022 English

Description

Artificial intelligence is a field of computer science dedicated to solving complex problems through intelligent algorithms. These algorithms can be applied in order to solve problems that are too difficult for humans to solve manually. Artificial intelligence is designed to solve problems in a way that is similar to how humans solve them. AI is not magic and does not consist of supernatural creatures such as robots and computers. AI is simply a group of software code that helps to solve problems in a way that is similar to how humans solve them. Artificial intelligence can be used to solve problems in a wide range of industries. Some examples of industries that use artificial intelligence include:

  • Financial Services
  • Retail
  • Healthcare
  • Energy
  • Manufacturing

TensorFlow is an open-source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. 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 flexible architecture lets you deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.

TensorFlow is the latest and the most advanced deep learning and artificial intelligence framework. It is used for developing and training deep neural networks and has become a popular choice for data scientists and researchers.

What you'll learn?
  • Understand Machine Learning from basics
  • Understand basics of Tensor operations for Tensorflow
  • Use NodeJs to create comprehensive machine learning projects
  • Create project using Polynomial Regression
Course overview

Why is Artificial Intelligence Important?

In today’s world, artificial intelligence is more important than ever. In the future, it is very likely that many jobs will be replaced by machines. In fact, it is estimated that 40% of jobs will be replaced by technology in the next 20 years. This means that people may have to find a new career path. However, this does not have to be a bad thing. Now is a great time to get into a job that is booming and that will not be replaced by a machine. Artificial intelligence is a field of computer science that will not be replaced by technology any time soon. In fact, it is estimated that artificial intelligence will create 2 million jobs in the next five years. Additionally, artificial intelligence is a field that will continue to grow. In fact, it is estimated that the artificial intelligence industry will be worth over $37 billion by 2022.

What is Artificial Intelligence Used For?

Artificial intelligence is used for many different things. Artificial intelligence has many different applications. Some examples of artificial intelligence applications include:

  • Healthcare
  • Retail
  • Government
  • Financial Services

The architecture of TensorFlow is defined in a high-level, declarative language and executed in a low-level, imperative way. This makes TensorFlow very suitable for beginners and experts in the data science community.

Key components of TensorFlow

TensorFlow has four main key components:

Modules: They are the individual components that make up the TensorFlow library. These modules perform various functions such as providing functions for math operations, linear algebra, and so on.

Graphs: These are dataflow graphs used to build, train, and test deep learning models.

Estimators: These are higher-level APIs that use the TensorFlow library to build machine learning models. They can be used to train deep learning models on single machines, on multiple machines in a cluster, or even in the cloud.

Curriculum for this course
Expand All 38 Lessons 05 Hr 09 Min
Introduction
3 Lessons 21 Min
Requirements
  • Interest about Machine Learning
  • Wanting to learn Artificial Intelligence on the world's most used platform
  • Interest about Tensorflow
About the instructor
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  • 6138 Students
  • 76 Courses
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Premium Instructor at Appy Pie Academy
VP, On-boarding at Appy Pie, Joel has extensive experience in teaching and imparting training to students of all ages, particularly kids. He has a cumulative experience of over 15 years in IT, customer support, & technical support. With strong analytical skills & a broad range of computer expertise, he is great with project management tools, processes, and techniques. Fluent in Spanish & English, Joel is great at cultivating positive relationships with clients and colleagues and is particularly adept at communicating with individuals from diverse cultural and organizational backgrounds with clarity and diplomacy. He is a happy owner of a Boston Terrier - Koko with whom he loves to go on hikes.
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Includes:
  • 05 Hr 09 Min On demand videos
  • 38 Lessons
  • Full lifetime access
  • Access on mobile and tv