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Machine Learning courses

1334 Courses

California Institute of Technology Independent

Speaking Of: Machine Translation and Natural Language Processing (NLP)

Explore the fascinating world of machine interaction with human language through our comprehensive courses. Dive into how neural networks and natural language processing (NLP) work using AWS services. Our curriculum includes topics such as automatic speech recognition, achieving natural and fluent language translation, and uncovering insights and r.
provider Independent
pricing Free Online Course
duration 1-2 hours
sessions On-Demand
California Institute of Technology Qwiklabs

Baseline: Data, ML, AI

Explore the frontiers of technology with Baseline: Data, ML, AI, an introductory quest provided by Qwiklabs, tailored for those eager to dive into the realms of big data, machine learning, and artificial intelligence. Delve into the essentials with user-friendly services offered by Google Cloud, including Big Query, Cloud Speech API, and AI Platfor.
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provider Qwiklabs
pricing Free Certificate
duration 5 hours
sessions On-Demand
California Institute of Technology University of California, Santa Cruz

AI Materials

AI Materials Course: Unleashing the Potential of Artificial Intelligence in Materials Science Delve deep into the fascinating world of AI with the AI Materials course, offered by the prestigious University of California, Santa Cruz, and available on Coursera. This comprehensive course explores the cutting-edge materials that have significantly enha.
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provider Coursera
pricing Free Online Course (Audit)
duration 50 hours
sessions On-Demand
California Institute of Technology University of Pennsylvania

AI Fundamentals for Non-Data Scientists

Unlock the potential of AI in your business with the "AI Fundamentals for Non-Data Scientists" course, presented by the prestigious University of Pennsylvania and available on Coursera. Dive deep into the world of Machine Learning and Big Data, learning how to interpret and handle vast amounts of information effectively. Discover the creation of al.
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provider Coursera
pricing Free Online Course (Audit)
duration 7-8 hours
sessions On-Demand
California Institute of Technology University of California, San Diego

Applied Linear Algebra in AI and ML

Title: Applied Linear Algebra in AI and ML Description: Delve into the critical mathematical underpinnings of artificial intelligence (AI) and machine learning (ML) with our specialized course, offered by the University of California, San Diego, through Swayam. Designed to equip senior undergraduate and postgraduate students majoring in Computer Sc.
provider Swayam
pricing Free Online Course
duration 12 weeks
sessions 21st Jan, 2024
California Institute of Technology FutureLearn

AI For Lawyers (II): Tools for Legal Professionals

Explore how Artificial Intelligence (AI) and machine learning are revolutionizing the legal sector in the comprehensive four-week course "AI For Lawyers (II): Tools for Legal Professionals." This insightful course is an extension of "AI for Legal Professionals (I): Law and Policy," aimed primarily at lawyers and legal experts eager to enhance their.
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provider FutureLearn
pricing Free Online Course (Audit)
duration 4 weeks, 3 hours a week
sessions On-Demand
California Institute of Technology University of Colorado Boulder

Computational Vision

Explore the limits of human and artificial vision with the Computational Vision course offered by the University of Colorado Boulder, now available on Coursera. This deep dive into cognitive vision delves into sophisticated models addressing a vast range of vision tasks, paving the way for a nuanced analysis of both mind and brain functionalities..
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provider Coursera
pricing Free Online Course (Audit)
duration 8-9 hours
sessions On-Demand
California Institute of Technology edX

Self-Driving Cars with Duckietown

Explore the future of mobility with the Self-Driving Cars with Duckietown course. This educational journey offers a comprehensive introduction to the fascinating world of vehicle autonomy, blending theoretical knowledge with practical application. Dive into the realm of robotics and artificial intelligence (AI) as they promise to transform everyday.
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provider edX
pricing Free Online Course (Audit)
duration 9 weeks, 4-10 hours a week
sessions On-Demand
California Institute of Technology Taipei Medical University

Introduction to AI Applications in Pulmonary Medicine

Delve into the cutting-edge intersection of artificial intelligence (AI) and pulmonary medicine with this comprehensive four-week course offered by Taipei Medical University through FutureLearn. This course is an extensive exploration into the utilization of AI for the identification, clinical management, and investigation of respiratory illnesses..
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provider FutureLearn
pricing Free Online Course (Audit)
duration 4 weeks, 2 hours a week
sessions On-Demand
California Institute of Technology edX  Professional Certificate

Text Analytics with Python

Embark on a journey into the realm of text analytics and natural language processing (NLP) with the comprehensive Text Analytics with Python certificate. This course demystifies the core techniques of NLP and the cognitive sciences behind them, equipping learners with the skills to perform sophisticated text analysis in Python. Participants will ma.
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provider edX  Professional Certificate
pricing $498.00
duration 12 weeks, 3-6 hours a week

More and more products are now being developed using artificial intelligence. To avoid being left on the sidelines of progress, managers must understand how the robot’s “brains” work

Artificial intelligence (AI) and machine learning technologies have been used for many years, but now the intensity of their use has increased significantly. For example, machine learning is being actively implemented in telecommunications, retail, marketing and e-commerce. But many still do not fully understand what it is.

Machine learning involves the system processing a large number of examples, during which it identifies patterns and uses them to predict the characteristics of new data. In other words, this is the process of giving AI ml courses “consciousness”, the ability to remember and analyze.

Machine learning use cases

The use of machine learning has touched many areas in our lives. Let's look at the most striking examples of the use of computer intelligence:

Facial recognition in the subway will help identify violators or criminals in a huge mass of people. Ordinary observers cannot cope with this task. But a fast-learning machine will do this job without any problems.

What do you need for machine learning (ML)?

For those interested in training, there are several requirements to be met in order to be successful in this field. So, there are the main points you need to know about the machine learning course. These requirements include:

  1. Basic knowledge of programming languages such as Python, R, Java, JavaScript, etc.

  2. Average knowledge of statistics and probability.

  3. Basic knowledge of linear algebra in the ml course. In a linear regression model, a line is drawn through all the data points, and that line is used to calculate new values.

  4. Understanding Calculus.

  5. Knowledge of how to clean and structure raw data into the desired format to reduce the time required for decision making.

Machine learning courses from AI Eeducation are the best choice!