IBM Machine Learning Professional Certificate

Machine Learning is one of the most in-demand skills for jobs related to modern AI applications, a field in which hiring has grown 74% annually for the last four years (LinkedIn). This Professional Certificate from IBM is intended for anyone interested in developing skills and experience to pursue a career in Machine Learning and leverage the main types of Machine Learning: Unsupervised Learning, Supervised Learning, Deep Learning, and Reinforcement Learning. It also complements your learning with special topics, including Time Series Analysis and Survival Analysis.
This program consists of 6 courses providing you with solid theoretical understanding and considerable practice of the main algorithms, uses, and best practices related to Machine Learning . You will follow along and code your own projects using some of the most relevant open source frameworks and libraries.
Although it is recommended that you have some background in Python programming, statistics, and linear algebra, this intermediate series is suitable for anyone who has some computer skills, interest in leveraging data, and a passion for self-learning. We start small, provide a solid theoretical background and code-along labs and demos, and build up to more complex topics.
In addition to earning a Professional Certificate from Coursera, you will also receive a digital Badge from IBM recognizing your proficiency in Machine Learning.

Sort options

Specialized Models: Time Series and Survival Analysis (Coursera)

Apr 29th 2024
Specialized Models: Time Series and Survival Analysis (Coursera)
Course Auditing
Categories
Effort
Languages
This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis [...]
Apr 29th 2024
Course Auditing
32.00 EUR/month

Deep Learning and Reinforcement Learning (Coursera)

Apr 29th 2024
Deep Learning and Reinforcement Learning (Coursera)
Course Auditing
Categories
Effort
Languages
This course introduces you to two of the most sought-after disciplines in Machine Learning: Deep Learning and Reinforcement Learning. Deep Learning is a subset of Machine Learning that has applications in both Supervised and Unsupervised Learning, and is frequently used to power most of the AI applications that we [...]
Apr 29th 2024
Course Auditing
32.00 EUR/month

Machine Learning Capstone (Coursera)

Apr 22nd 2024
Machine Learning Capstone (Coursera)
Course Auditing
Categories
Effort
Languages
In this Machine Learning Capstone course, you will be using various Python-based machine learning libraries such as Pandas, scikit-learn, Tensorflow/Keras, to: build a course recommender system; analyze course related datasets, calculate cosine similarity, and create a similarity matrix; create recommendation systems by applying your knowledge of KNN, PCA, and [...]

Unsupervised Learning (Coursera)

Apr 22nd 2024
Unsupervised Learning (Coursera)
Course Auditing
Categories
Effort
Languages
This course introduces you to one of the main types of Machine Learning: Unsupervised Learning. You will learn how to find insights from data sets that do not have a target or labeled variable. You will learn several clustering and dimension reduction algorithms for unsupervised learning as well as [...]
Apr 22nd 2024
Course Auditing
33.00 EUR/month

Supervised Learning: Regression (Coursera)

Apr 22nd 2024
Supervised Learning: Regression (Coursera)
Course Auditing
Categories
Effort
Languages
This course introduces you to one of the main types of modelling families of supervised Machine Learning: Regression. You will learn how to train regression models to predict continuous outcomes and how to use error metrics to compare across different models. This course also walks you through best practices, [...]

Exploratory Data Analysis for Machine Learning (Coursera)

This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importance of good, quality data. You will learn common techniques to retrieve your data, clean it, apply feature engineering, and [...]

Supervised Learning: Classification (Coursera)

Apr 22nd 2024
Supervised Learning: Classification (Coursera)
Course Auditing
Categories
Effort
Languages
This course introduces you to one of the main types of modeling families of supervised Machine Learning: Classification. You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. The hands-on section of this course focuses on [...]
Apr 22nd 2024
Course Auditing
33.00 EUR/month