Machine Learning courses

1736 Courses

Udemy

Master Vector Database with Python for AI & LLM Use Cases

Embark on a comprehensive learning journey with the "Master Vector Database with Python for AI & LLM Use Cases" course offered by Udemy. Whether you're delving into the world of Vector Databases or enhancing your skills in Python, Pinecone, LangChain, Open AI, or Hugging Face, this course is designed to suit your development needs. Learn to.

Udemy

Master RAG: Retrieval-Augmented Generation Systems [NEW]

Discover the cutting-edge RAG Triad by mastering advanced techniques in retrieval-augmented generation systems. This course empowers you with the knowledge to enhance information retrieval processes and refine response generation using RAG. Enroll now on Udemy and delve into the world of artificial intelligence, focusing on the integration.

Udemy

Generative AI for data analytics

Unlock the potential of Generative AI for Data Analytics with this cutting-edge course on Udemy. Dive into the world of data science, harness the power of ChatGPT, and develop your expertise in key areas such as mathematics, coding, and statistics. This course is perfect for those looking to excel in Artificial Intelligence, Machine Learning, an.

Udemy

[NEW]Google Cloud Digital Leader Certification-For Beginners

Embark on an exciting journey into the world of cloud computing with our beginner-friendly course "[NEW] Google Cloud Digital Leader Certification." This course offers a comprehensive introduction to cloud computing essentials using Google Cloud. Designed for those aiming to become a Certified Cloud Digital Leader, this program follows the lat.

Udemy

Practical Guide to AI & ML: Mastering Future Tech Skills

Embark on a comprehensive journey into the world of Artificial Intelligence (AI) and Machine Learning (ML) with this practical guide aimed at equipping you with essential future tech skills. Benefit from real-world applications and skill development tailored by expert instructors. Enhance your proficiency in various domains such as reinforceme.

Udemy

The Ultimate Beginner's Guide to AI and Machine Learning

Embark on an immersive journey with 'The Ultimate Beginner's Guide to AI and Machine Learning.' Delve into crucial areas where AI meets Human dynamics, uncover the potential of Generative AI in enhancing leadership abilities, and learn how AI is revolutionizing operations. Study its profound impact on business strategy through this comprehensiv.

Udemy

Generative AI for DevOps Engineers

Join the comprehensive course on Generative AI, specifically designed for DevOps and DevSecOps Engineers. Enhance your skills by exploring the basics of Generative AI and master the implementation of AI models both online and on your local machine. Offered by Udemy, this course falls under several key categories, including Artificial Intellig.

Udemy

Master Generative AI For Leaders And Business Professionals

Discover how to leverage Generative AI to streamline your organization's operations and drive increased productivity. This course is perfect for leaders and business professionals aiming to harness the power of advanced artificial intelligence technologies. Offered by Udemy, engage in detailed modules on AI, machine learning, and business stra.

Udemy

Text Analysis and Natural Language Processing With Python

Enhance your skills in text analysis and natural language processing with this comprehensive Python course offered by Udemy. Utilize Python and Google CoLab to explore social media mining and unlock the potential of NLP in real-world applications. This course belongs to various categories including: Python Courses Machine Learning Course.

Udemy

Introduction to ChatGPT: A Beginner Course on ChatGPT and AI

Embark on a journey to understand ChatGPT and the immense capabilities of Artificial Intelligence with our comprehensive beginner course. Offered by Udemy, this course is designed to teach you the fundamentals of ChatGPT, a cutting-edge chatbot technology developed by OpenAI. Whether you're a professional looking to integrate AI into your wo.

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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!