Machine Learning courses

1770 Courses

Udemy

TensorFlow for Deep Learning Bootcamp

TensorFlow for Deep Learning Bootcamp | Udemy Enroll in the TensorFlow for Deep Learning Bootcamp offered by Udemy and elevate your skills in Artificial Intelligence, Machine Learning, and Deep Learning. This comprehensive course is designed to provide you with hands-on experience and in-depth knowledge using TensorFlow, Google's powerful open-so.

Udemy

Linear Regression and Logistic Regression using R Studio

Discover the foundational concepts of Linear Regression and Logistic Regression tailored for beginners in R Studio. This course provides a clear understanding of the distinctions between Regression and Classification, equipping you with essential skills for data analysis and visualization. Offered by Udemy, this course is perfect for those l.

Udemy

TensorFlow: Machine Learning e Deep Learning com Python

Udemy

Deep Learning with TensorFlow (beginner to expert level)

Coursera

Microsoft Azure for AI and Machine Learning

This comprehensive course immerses you in Microsoft Azure's AI and Machine Learning services, offering valuable hands-on experience. Develop the skills to set up, manage, and troubleshoot Azure-based AI & ML workflows. The curriculum addresses the entire ML lifecycle in Azure, spanning from data preparation to model deployment and monitoring..

Coursera

H2O ai Large Language Models (LLMs) - Level 3

Coursera

H2O ai Large Language Models (LLMs) - Level 1

Embark on your journey with Large Language Models (LLMs) through our Level 1 course, crafted for both novices and individuals with some machine learning background. Gain a deep understanding of critical concepts and techniques in language modeling, guided by Andreea Turcu, an AI education specialist from H2O ai. Discover the essence of langu.

Coursera

H2O Gen AI Ecosystem Overview - Level 1

Immerse yourself in the H2O GenAI ecosystem with the Ecosystem Overview - Level 1 course. This comprehensive course introduces you to the powerful tools and techniques of the H2O GenAI ecosystem, guided by Andreea Turcu, Head of Global Training at H2O.ai, along with guest lectures from expert H2O.ai Makers. Explore the following key areas:.

Udemy

Sentiment Analysis with NLP using Python and Flask

Embark on an enlightening journey with the "Sentiment Analysis with NLP using Python and Flask" course offered by Udemy. This course encompasses the enticing domains of Sentiment Analysis and Natural Language Processing (NLP), fortified by Python and Flask, providing a hands-on project to solidify your learning. As you delve into this course,.

XuetangX

Engineering Responsible AI

Engage deeply with the core principles and practices essential for developing responsible AI systems in this insightful course offered by Tsinghua University through XuetangX. Discover the key ethical considerations and fairness metrics necessary to create equitable AI solutions. Explore strategies for bias mitigation, understand the importa.

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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:

Voice assistant Alisa. This system, without human help, will always find the answer to any question of interest, turn on music, answer the call and much more.

Selecting relevant advertising in browsers is not an easy process for a person, but it is quick for a computer. The system will analyze the viewing data and select what a particular user will like. The same system is used on various marketplaces - products that a person viewed or purchased are offered.

Chatbots in various dialogues. For example, many banks use bots to solve customer problems. It's convenient and fast.

Data security: Machine learning models can identify data security vulnerabilities before they become breaches. By analyzing past experiences, machine learning models can predict future high-risk actions so that risk can be mitigated proactively.

Finance: Banks, trading brokers and fintech firms use machine learning algorithms to automate trading and provide financial advisory services to investors. Bank of America uses chatbot Erica to automate customer support.

Healthcare: Machine learning is used to analyze massive medical data sets to speed up the discovery of treatments and cures, improve patient outcomes, and automate routine processes to prevent human errors. For example, IBM Watson uses data mining to provide doctors with data they can use to personalize patient care.

Fraud detection: AI is used in the finance and banking sector to autonomously analyze large numbers of transactions to identify fraudulent activities in real time. Technology services company Capgemini says fraud detection systems using machine learning and analytics reduce fraud investigation time by 70% and increase detection accuracy by 90% .

Retail: AI researchers and developers are using machine learning algorithms to develop AI recommendation engines that make relevant product suggestions based on shoppers' past choices, as well as historical, geographic and demographic data.

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:

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

Average knowledge of statistics and probability.

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.

Understanding Calculus.

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!