Introduction to Artificial Intelligence - AI: Essentials
This artificial intelligence basics self paced training program is designed to offer an overview of AI concepts & workflows, along with the fundamentals of machine learning and deep learning.
Learn AI along by working on specific use cases & learn the difference between supervised, unsupervised, & reinforcement learning. This free course on AI is an ideal kickstart for anyone looking to become an AI engineer.
About this Course
This introductory, self paced training course on Artificial Intelligence offers a deep dive into the basics of AI. It covers fundamental concepts of Artificial Intelligence, machine learning, machine learning algorithms, neural networks and natural language processing (NLP). This course is a blend of both theory and hands-on experience, helping learners to understand how AI is transforming industries and providing them with the skills to apply AI concepts in real-world scenarios.
Topics Covered:
- AI Foundations and Applications: Learn the history, core concepts, and applications of AI in various industries.
- Machine Learning Basics: Understand supervised, unsupervised learning, machine learning algorithms, and how machines learn from data to make predictions.
- Neural Networks & Deep Learning: Explore how neural networks mimic the human brain to process complex data.
- Natural Language Processing (NLP): Discover how Artificial Intelligence enables machines to process human language.
Outline
Lesson 00 - Course Introduction
Lesson 01 - Decoding Artificial Intelligence
Lesson 02 - Fundamentals of Machine Learning and Deep Learning
Lesson 03 - Machine Learning Workflow
Lesson 04 - Performance Metrics
Prerequisites
None
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D. Easter
PMP Certification Training, November 2008
Thanks Microtrain for conducting a great PMP course that set me on a successful path to obtain my PMP certification. I have passed the test!
Karine Bucci
Project Management
Great class, loved the interaction and team-building exercises. Plenty of materials and learning tools supplied. Although it was a full week's class, never boring. Donna [Russell] was awesome and gave many supporting examples for better understanding.
Scott Wilson - Team Bradley
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Dawn has been a pleasure to work with. She is diligent in her efforts to give MicroTrain’s students the best opportunities to connect and network with various companies and players in the job market. The curriculums and certification programs are in line with today’s current IT needs. It’s good to see that they evolve with what employers are most seeking out there. I would recommend to any employer that hires skilled IT workers that they look into MicroTrain’s career services department as a potential source of candidates. The business of hiring can be quite costly, and Dawn and her staff provide a free service to outside companies. This value-add for MicroTrain’s students aligns with their mission in both training and job assistance to set up a win/win scenario for all involved.
Robert Graf
MCSA
Microtrain presents the course material in an interesting and concise manner. Microtrain gives the student all the resources necessary to pass the certification exams. Both the Chicago and Lombard facilities were excellent, and the staff goes to any length to accommodate any student changes.
Ron Cwik
PMP Certification Training, 2008
Great training facility. Great instructors. Great experience.
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