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Machine Learning courses

1795 Courses

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California Institute of Technology Udemy

AI & Cognitive Science: Bridging Minds and Machines

Explore the Intersection of Artificial Intelligence and Human Cognition to Unlock New Frontiers in Technology
provider Udemy
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California Institute of Technology Udemy

Theoretical Foundations of AI in Cybersecurity

Unlock the Power of AI: Strengthen Cybersecurity with Theoretical Insights and Advanced Techniques
provider Udemy
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California Institute of Technology

AI and Machine Learning

Master AI and machine learning with instructor support. This hands-on course teaches you to build ML pipelines, analyze data and drive innovation.
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California Institute of Technology Coursera

Generative AI in Finance

Course Description: This course provides a comprehensive exploration of Generative AI and its transformative impact on the financial sector. Learners will delve into foundational concepts, key AI models, and their applications across financial analysis, decision-making, forecasting, and compliance. With a focus on real-world case studies and hands-.
provider Coursera
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California Institute of Technology XuetangX

Big data analytics and smart rehabilitation

Course BackgroundBig data analysis and smart rehabilitation have become key trends in modern rehabilitation medicine. By leveraging advanced computing technologies, artificial intelligence (AI) algorithms, and Internet of Things (IoT) devices, healthcare professionals can assess patients’ functional status more accurately, optimize rehabilita.
provider XuetangX
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California Institute of Technology Coursera

Introduction to AI and Machine Learning

Welcome to the Introduction to AI and Machine Learning Course! This course is the first course of the 3 courses specialization - AWS Certified AI Practitioner. A journey into the world of Artificial Intelligence (AI) and Machine Learning (ML) with AWS begins with this course. This is perfect start whether you are a beginner or want to brush up on y.
provider Coursera
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California Institute of Technology

Distributed Computing & AI with Spark

You’ll get hands-on experience in building, training, and customizing models using TensorFlow and Keras. Starting from implementing simple networks by hand, this course builds to making use of advanced pre-trained models with transfer learning. You’ll complete a practical mini-project on image classification, with the help of guidance during office.
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California Institute of Technology

Generative AI For Business Leaders

Ideal for those without an analytics or data background, you’ll get a foundational understanding of how the technology works and how to use it to meet business objectives. By the end of this course you’ll be able to weigh the benefits of AI and gAI, as well as understand the limitations, tradeoffs, and legal and ethical implications.
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California Institute of Technology

Bachelor of Science in Computer Science (BCS) Online Degree

Expand your knowledge by learning about innovative software, computer programming and technology to give you a critical advantage in a popular industry. Become fluent in current programming languages like Java and Python, explore database management, and dive into the latest concepts in AI and machine learning. This degree is perfect for working p.
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California Institute of Technology

Certificate in Data Science

Gain in-demand knowledge and specialized skills in the cutting-edge world of technology. Explore data to discover insights and make important predictions. This certificate is perfect for working professionals who want a strong foundation in data science or hope to pursue a degree in the future.The Certificate in Data Science is a 21-credit program.

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!