IBM
IBM Machine Learning Professional Certificate

Early bird sale! Unlock 10,000+ courses from Google, Microsoft, and more for £160/year. Save now.

IBM

IBM Machine Learning Professional Certificate

Prepare for a career in machine learning. Gain the in-demand skills and hands-on experience to get job-ready in less than 3 months.

Kopal Garg
Xintong Li
Artem Arutyunov

Instructors: Kopal Garg

86,468 already enrolled

Included with Coursera Plus

Earn a career credential that demonstrates your expertise
4.6

(2,247 reviews)

Intermediate level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Earn a career credential that demonstrates your expertise
4.6

(2,247 reviews)

Intermediate level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Master the most up-to-date practical skills and knowledge machine learning experts use in their daily roles

  • Learn how to compare and contrast different machine learning algorithms by creating recommender systems in Python

  • Develop working knowledge of KNN, PCA, and non-negative matrix collaborative filtering

  • Predict course ratings by training a neural network and constructing regression and classification models

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Professional Certificate - 6 course series

What you'll learn

Skills you'll gain

Category: Machine Learning
Category: Feature Engineering
Category: Data Cleansing
Category: Exploratory Data Analysis
Category: Statistical Analysis
Category: Anomaly Detection
Category: Scalability
Category: Data Transformation
Category: Data Manipulation
Category: Data Processing
Category: Data Analysis
Category: Probability & Statistics
Category: Statistical Inference
Category: Workflow Management
Category: Data Access

What you'll learn

Skills you'll gain

Category: Regression Analysis
Category: Supervised Learning
Category: Scikit Learn (Machine Learning Library)
Category: Feature Engineering
Category: Statistical Modeling
Category: Statistical Analysis
Category: Predictive Modeling
Category: Performance Metric
Category: Machine Learning
Category: Classification And Regression Tree (CART)

What you'll learn

Skills you'll gain

Category: Machine Learning
Category: Supervised Learning
Category: Machine Learning Algorithms
Category: Random Forest Algorithm
Category: Performance Metric
Category: Data Cleansing
Category: Regression Analysis
Category: Business Analytics
Category: Scikit Learn (Machine Learning Library)
Category: Data Processing
Category: Data Manipulation
Category: Feature Engineering
Category: Applied Machine Learning
Category: Predictive Modeling
Category: Statistical Modeling
Category: Classification And Regression Tree (CART)
Category: Sampling (Statistics)

What you'll learn

Skills you'll gain

Category: Unsupervised Learning
Category: Dimensionality Reduction
Category: Machine Learning Algorithms
Category: Data Analysis
Category: Natural Language Processing
Category: NumPy
Category: Machine Learning
Category: Data Science
Category: Feature Engineering
Category: Big Data
Category: Linear Algebra
Category: Text Mining
Category: Statistical Machine Learning
Category: Scikit Learn (Machine Learning Library)
Category: Algorithms
Category: Data Mining

What you'll learn

Skills you'll gain

Category: Deep Learning
Category: Keras (Neural Network Library)
Category: Natural Language Processing
Category: Generative AI
Category: Reinforcement Learning
Category: Artificial Neural Networks
Category: Dimensionality Reduction
Category: PyTorch (Machine Learning Library)
Category: Tensorflow
Category: Machine Learning Algorithms
Category: Computer Vision
Category: Unsupervised Learning
Machine Learning Capstone

Machine Learning Capstone

Course 620 hours

What you'll learn

  • Compare and contrast different machine learning algorithms by creating recommender systems in Python

  • Predict course ratings by training a neural network and constructing regression and classification models 

  • Create recommendation systems by applying your knowledge of KNN, PCA, and non-negative matrix collaborative filtering

  • Develop a final presentation and evaluate your peers’ projects

Skills you'll gain

Category: Applied Machine Learning
Category: Machine Learning
Category: Supervised Learning
Category: Regression Analysis
Category: Exploratory Data Analysis
Category: Unsupervised Learning
Category: Python Programming
Category: Keras (Neural Network Library)
Category: Scikit Learn (Machine Learning Library)
Category: Technical Communication
Category: Data Analysis
Category: Tensorflow
Category: Statistical Analysis
Category: Data Presentation
Category: Artificial Neural Networks

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Kopal Garg
IBM
1 Course38,290 learners
Xintong Li
IBM
2 Courses54,465 learners
Artem Arutyunov
IBM
1 Course17,690 learners

Offered by

IBM

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions

¹ Median salary and job opening data are sourced from Lightcast™ Job Postings Report. Content Creator, Machine Learning Engineer and Salesforce Development Representative (1/1/2024 - 12/31/2024) All other job roles (6/1/2024 - 6/1/2025)