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Machine Learning courses

1003 Courses

California Institute of Technology Pluralsight

Getting Started with the Databricks Lakehouse Platform

This course will teach you how the Data Lakehouse architecture brings you the best of both Data Lakes and Data Warehouses allowing you to meet your data needs for big data processing, SQL analytics, and machine learning in a single platform.Organizations have long collected data in a variety of formats, structured, unstructured, and semi-structured.
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provider Pluralsight
pricing Free Trial Available
duration 1 hour 39 minutes
sessions On-Demand
California Institute of Technology LinkedIn Learning

Data Science and Analytics Career Paths and Certifications: First Steps

Learn about the history, roles, career paths, and industry-recognized certifications in the field of data science and analytics.
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provider LinkedIn Learning
pricing Free Trial Available
duration 1-2 hours
sessions On-Demand
California Institute of Technology Udemy

Time Series Analysis, Forecasting, and Machine Learning

Python for LSTMs, ARIMA, Deep Learning, AI, Support Vector Regression, +More Applied to Time Series Forecasting
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provider Udemy
pricing Paid Course
duration 23 hours
sessions On-Demand
California Institute of Technology Udemy

Machine Learning Made Easy : Beginner to Advanced using R

Learn Machine Learning Algorithms using R from experts with hands on examples and practice sessions. With 5 different pr
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provider Udemy
pricing Paid Course
duration 15 hours
sessions On-Demand
California Institute of Technology Udemy

Augmented Data Visualization with Machine Learning

Automated Analytics from Oracle Analytics Cloud and Machine Learning with Data Visualizations! Hands-on with Quizzes!
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provider Udemy
pricing Free Online Course
duration 3 hours 15 minutes
sessions On-Demand
California Institute of Technology Udemy

Fraud Analytics in Banking and Credit using Machine Learning

Understand fraud detection analytics and the robust internal controls and risk management system in organizations
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provider Udemy
pricing Paid Course
duration 2-3 hours
sessions On-Demand
California Institute of Technology Udemy

From 0 to 1: Machine Learning, NLP & Python-Cut to the Chase

A down-to-earth, shy but confident take on machine learning techniques that you can put to work today
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provider Udemy
pricing Paid Course
duration 20 hours
sessions On-Demand
California Institute of Technology Coursera

Machine/Deep Learning for Mining Quality Prediction-Enhanced

In this hands-on project, we will train machine learning and deep learning models to predict the % of Silica Concentrate in the Iron ore concentrate per minute. This project could be practically used in Mining Industry to get the % Silica Concentrate at much faster rate compared to the traditional methods.
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provider Coursera
pricing Paid Course
duration 2-3 hours
sessions On-Demand
California Institute of Technology AWS Skill Builder

Fundamentos del machine learning para los responsables de decisiones técnicas y comerciales (Español de España) | Machine Learning Essentials for Business and Technical Decision Makers (Spanish from Spain)

Módulo 1. ¿Para qué sirve el machine learning?Módulo 2. ¿Cómo funciona el machine learning?Módulo 3. ¿Qué problemas puede plantear el machine learning?Módulo 4: ConclusiónMódulo 1. ¿Una solución de machine learning es adecuada para mi problema?Módulo 2. ¿Mis datos están preparados para el machine learning?Módulo 3. ¿Cómo incidirá el machine learnin.
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provider AWS Skill Builder
pricing Free Certificate
duration 1-2 hours
sessions On-Demand
California Institute of Technology Udemy

The Complete Intro to Machine Learning

Hands-on ML with Python, Pandas, Regression, Decision Trees, Neural Networks, and more!
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provider Udemy
pricing Paid Course
duration 5 hours 6 minutes
sessions On-Demand

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!