Artificial Intelligence has become one of the most important technologies in the modern world, and its use has become more common in everyday life.
In this regard, the technology company Intel has launched a free Artificial Intelligence course with the aim of training workers to solve real-world problems.
The course offered by Intel focuses on a practical approach to help students understand the data science workflow, use Intel’s optimized portfolio of processors and software, and apply them to problem-solving.
This course uses an enterprise image classification problem and provides lectures for each stage of the process, accompanied by Jupyter notebooks that guide through the implementation.
Intel’s course covers a data science workflow that begins with exploring a dataset and training a model, and ends with implementing an application.
Topics include an overview of Intel’s Artificial Intelligence portfolio, with an emphasis on solving deep learning problems, preparing the dataset for model consumption, including preprocessing and data augmentation techniques, decision metrics for choosing a framework and a network (topology), and how to train and implement deep learning models using Intel’s Artificial Intelligence portfolio.
Upon completing this course, students will have practical knowledge in preparing a dataset for model consumption, training a deep learning model using TensorFlow with Intel optimizations, and implementing it on the CPU, integrated graphics, and Intel Neural Compute Stick 2 (Intel NCS2) using the Intel Distribution of OpenVINO toolkit.
The estimated time to complete this course is 5 hours.
To access this course, it is necessary to have a basic understanding of AI principles, machine learning, and deep learning, as well as knowledge of programming in Python and some exposure to different frameworks such as TensorFlow and Caffe. However, optional introductory courses are offered for those who need to review these topics.
If you are interested in downloading the complete course, you can do so from the link provided by Intel and follow the instructions for execution.
With this course, you can acquire the necessary knowledge to apply Artificial Intelligence to real-world problem-solving and stay ahead in the job market. Don’t miss this opportunity!
You can access the course page using this link or directly download the course using this other link.
