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Machine Learning courses

1795 Courses

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California Institute of Technology Coursera

Generative AI in Finance

Join our course, "Generative AI in Finance," for an in-depth understanding of how AI is revolutionizing the financial sector. Explore foundational concepts, key AI models, and their applications in financial analysis, decision-making, and compliance. Target Audience: Finance Professionals & Analysts: Gain insights and automation skills.
provider Coursera
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California Institute of Technology XuetangX

Big data analytics and smart rehabilitation

Course Overview Big data analytics and smart rehabilitation are groundbreaking trends in modern rehabilitation medicine. The course empowers healthcare professionals with advanced computing technologies, A.I. algorithms, and IoT devices, enabling them to precisely assess patients’ functional status, optimize rehabilitation plans, and implement pers.
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—a crucial step in the 3-course specialization for AWS Certified AI Practitioner. This course is perfect for beginners or those looking to enhance their AI skills. Immerse yourself into essential AI topics, including major machine learning algorithms and practical applications. Key.
provider Coursera
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California Institute of Technology

Distributed Computing & AI with Spark

Join our course to explore the intersection of distributed computing and artificial intelligence. Build your skills by implementing and training models with TensorFlow and Keras, from simple networks to advanced pre-trained models using transfer learning. Engage in a hands-on mini-project on image classification and benefit from personalized gui.
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California Institute of Technology

Generative AI For Business Leaders

Unlock the potential of Generative AI tailored for business leaders! This course is designed for individuals who do not have a background in analytics or data, offering a comprehensive introduction to the technology. You'll acquire essential knowledge on how Generative AI works and how to leverage it to achieve your business goals. By the conc.
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California Institute of Technology

AI and Machine Learning

Take your skills to the next level with our comprehensive AI and Machine Learning course. This interactive and practice-oriented program, supported by experienced instructors, is designed to help you master the essential skills for building machine learning pipelines, analyzing complex data, and driving innovation in the field. Whether you're.
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California Institute of Technology

Data Wrangling with Python

Unlock the full potential of data by mastering data wrangling with our comprehensive Python course. Designed for ease of learning, this self-paced course provides hands-on experience coupled with live instructor support, equipping you with the skills to make messy data usable. Incorporate Python into your toolkit and enhance your capabilities.
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California Institute of Technology

Bachelor of Science in Computer Science (BCS) Online Degree

Advance your career by learning cutting-edge software, programming, and technological skills to gain an edge in the tech industry. Master programming languages such as Java and Python, understand database management, and explore AI and machine learning concepts. This online degree is tailored for professionals seeking a comprehensive understandi.
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California Institute of Technology Coursera

Artificial Intelligence in Finance and Wealth Management

Dive into the future of finance with our specialized course series on Artificial Intelligence in Finance and Wealth Management. This comprehensive 3-course specialization on Coursera explores the integration of AI and Machine Learning in financial planning and wealth management. Course one, "Machine Learning and Human Learning," delves into the.
provider Coursera
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California Institute of Technology

Certificate in Data Science

Elevate your expertise in the evolving tech landscape with our Certificate in Data Science. Delve into the realm of data to uncover insights and forecast critical trends. This program is tailored for professionals aiming to build a robust data science foundation or considering further academic pursuits. Our comprehensive 21-credit Certificate.

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!