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Machine Learning with Python: from Linear Models to Deep Learning (edX)

May 27th 2024
Machine Learning with Python: from Linear Models to Deep Learning (edX)
Course Auditing
EdX
MIT
MITx
Categories
CS: Programming
Data Science
Effort
Advanced
13-24 Weeks
11-20 Hours/Week
Languages
English
English
Machine Learning with Python: from Linear Models to Deep Learning (edX)
An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites such as search engines, recommender systems (e.g., Netflix, Amazon), [...]
Statistics and Data Science MicroMasters
Machine Learning
Python
Programming
Python Programming
Linear Models
Deep Learning
Reinforcement Learning
Classification
Regression
Clustering
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May 27th 2024
Course Auditing
EdX
MIT
MITx
CS: Programming
Data Science
Advanced
13-24 Weeks
11-20 Hours/Week
274.00 EUR
English
English

Finetuning Large Language Models (Coursera)

May 6th 2024
Finetuning Large Language Models (Coursera)
Free Course
Coursera
DeepLearning.AI
Categories
Computer Science
Effort
Intermediate
1 Week
1-4 Hours/Week
Languages
English
English
Finetuning Large Language Models (Coursera)
In this short course, you’ll learn essential finetuning concepts and how to train a large language model using your own data. You’ll be equipped to incorporate the latest techniques to optimize your model and produce transformative results.
Large Language Models
LLMs
Fine-tuning
Deep Learning
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May 6th 2024
Free Course
Coursera
DeepLearning.AI
Computer Science
Intermediate
1 Week
1-4 Hours/Week
English
English

Introduction to Machine Learning with Python (Coursera)

May 6th 2024
Introduction to Machine Learning with Python (Coursera)
Course Auditing
Coursera
Arizona State University
Categories
CS: Software Engineering
CS: Programming
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
English
Introduction to Machine Learning with Python (Coursera)
This course will give you an introduction to machine learning with the Python programming language. You will learn about supervised learning, unsupervised learning, deep learning, image processing, and generative adversarial networks. You will implement machine learning models using Python and will learn about the many applications of machine learning [...]
Python: A Guided Journey from Introduction to Application Specialization
Machine Learning
Python
Python Programming
Supervised Learning
Unsupervised Learning
Deep Learning
Image Processing
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
Arizona State University
CS: Software Engineering
CS: Programming
Beginner
4 Weeks
5-10 Hours/Week
45.00 EUR/month
English
English

Introduction to AI in the Data Center (Coursera)

May 6th 2024
Introduction to AI in the Data Center (Coursera)
Course Auditing
Coursera
NVIDIA
Categories
CS: Information & Technology
Effort
Beginner
4 Weeks
1-4 Hours/Week
Languages
English
English
Introduction to AI in the Data Center (Coursera)
Welcome to the Introduction to AI in the Data Center Course! As you know, Artificial Intelligence, or AI, is transforming society in many ways. From speech recognition to improved supply chain management, AI technology provides enterprises with the compute power, tools, and algorithms their teams need to do their [...]
Artificial Intelligence
Machine Learning
Deep Learning
Data Center
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
NVIDIA
CS: Information & Technology
Beginner
4 Weeks
1-4 Hours/Week
49.00 EUR
English
English

Machine Learning: Concepts and Applications (Coursera)

May 6th 2024
Machine Learning: Concepts and Applications (Coursera)
Course Auditing
Coursera
University of Chicago
Categories
Data Science
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Machine Learning: Concepts and Applications (Coursera)
This course gives you a comprehensive introduction to both the theory and practice of machine learning. You will learn to use Python along with industry-standard libraries and tools, including Pandas, Scikit-learn, and Tensorflow, to ingest, explore, and prepare data for modeling and then train and evaluate models using a [...]
Machine Learning
Python
Python Programming
Pandas
SciKit-Learn
TensorFlow
Linear Regression
Least Squares
Maximum Likelihood Estimation
Least Squares Estimation
Logistic Regression
SVM
Support Vector Machines
Naive Bayes
Decision Tree
Clustering
Deep Learning
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
University of Chicago
Data Science
Intermediate
5-12 Weeks
5-10 Hours/Week
44.00 EUR
English
English

Supervised Text Classification for Marketing Analytics (Coursera)

May 6th 2024
Supervised Text Classification for Marketing Analytics (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Statistics & Data Analysis
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
English
Supervised Text Classification for Marketing Analytics (Coursera)
Marketing data often requires categorization or labeling. In today’s age, marketing data can also be very big, or larger than what humans can reasonably tackle. In this course, students learn how to use supervised deep learning to train algorithms to tackle text classification tasks. Students walk through a conceptual [...]
Marketing Analytics
Text Classification
Supervised Learning
Neural Networks
Deep Learning
Data Analysis
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
University of Colorado Boulder
Statistics & Data Analysis
Beginner
4 Weeks
5-10 Hours/Week
86.00 EUR
English
English

Deep Learning Methods for Healthcare (Coursera)

May 6th 2024
Deep Learning Methods for Healthcare (Coursera)
Course Auditing
Coursera
University of Illinois at Urbana-Champaign
Categories
Data Science
Effort
Advanced
4 Weeks
5-10 Hours/Week
Languages
English
English
Deep Learning Methods for Healthcare (Coursera)
This course covers deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as video lectures, self guided programming labs, homework assignments (both written and programming), and a large project.
Deep Learning for Healthcare Specialization
Deep Learning
Healthcare
Embeddings
Convolutional Neural Networks
CNNs
Recurrent Neural Networks
RNN
Autoencoders
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
University of Illinois at Urbana-Champaign
Data Science
Advanced
4 Weeks
5-10 Hours/Week
70.00 EUR/month
English
English

Health Data Science Foundation (Coursera)

May 6th 2024
Health Data Science Foundation (Coursera)
Course Auditing
Coursera
University of Illinois at Urbana-Champaign
Categories
Data Science
Effort
Advanced
4 Weeks
5-10 Hours/Week
Languages
English
English
Health Data Science Foundation (Coursera)
This course is intended for persons involved in machine learning who are interested in medical applications, or vice versa, medical professionals who are interested in the methods modern computer science has to offer to their field. We will cover health data analysis, different types of neural networks, as well [...]
Deep Learning for Healthcare Specialization
Health Data
Machine Learning
Health Data Analytics
Deep Learning
Unsupervised Learning
Neural Networks
Deep Neural Networks
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
University of Illinois at Urbana-Champaign
Data Science
Advanced
4 Weeks
5-10 Hours/Week
70.00 EUR/month
English
English

Advanced Deep Learning Methods for Healthcare (Coursera)

May 6th 2024
Advanced Deep Learning Methods for Healthcare (Coursera)
Course Auditing
Coursera
University of Illinois at Urbana-Champaign
Categories
Data Science
Effort
Advanced
4 Weeks
5-10 Hours/Week
Languages
English
English
Advanced Deep Learning Methods for Healthcare (Coursera)
This course covers deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as video lectures, self guided programming labs, homework assignments (both written and programming), and a large project.
Deep Learning for Healthcare Specialization
Deep Learning
Healthcare
Healthcare Data
Attention Models
Graph Neural Networks
Memory Networks
Variational AutoEncoders
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
University of Illinois at Urbana-Champaign
Data Science
Advanced
4 Weeks
5-10 Hours/Week
70.00 EUR/month
English
English

Deep Learning Applications for Computer Vision (Coursera)

May 6th 2024
Deep Learning Applications for Computer Vision (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Data Science
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Deep Learning Applications for Computer Vision (Coursera)
This course can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder’s departments of Applied Mathematics, Computer Science, Information Science, and others. [...]
Deep Learning
Computer Vision
Machine Learning
Image Classification
Neural Networks
Convolutional Neural Networks
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
University of Colorado Boulder
Data Science
Intermediate
5-12 Weeks
5-10 Hours/Week
42.00 EUR
English
English