Evaluating and Fine-Tuning Regression Models in Python with Scikit-learn

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Online Courses to Learn Deployment

Explore 69 data science courses covering everything you need to know about Deployment. Deployment is the process of publishing data-driven tools or systems so that they can be easily accessed by intended users and easily maintained by developers.

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69 learning opportunities
Coursera
IBM
Free
AI Workflow: Enterprise Model Deployment
Mark J Grover

9 hours

Advanced

2,126
Apache Spark Docker Watson scikit-learn Algorithms Artificial Intelligence Data Modeling Deployment Machine Learning
Coursera
University of California, Irvine
Free
Dashboarding and Deployment
Julie Pai and Majed Al-Ghandour

9 hours
Tableau Dashboards Data Analysis Data Analytics Data Science Data Visualization
Coursera
Free
Applied AI with DeepLearning

24 hours

Advanced

47,601
Apache Spark Keras Kubernetes PyTorch Python Applied Mathematics Artificial Intelligence Data Analysis Data Science Databases
edX
University of Maryland, College Park
Free
Cloud Computing Infrastructure
Patrick Appiah-Kubi and Charif El MaMouni

8 weeks, 9 hours/week

Intermediate
Amazon Web Services Cloud Computing Data Modeling Deployment
Coursera
Duke University
Free
Cloud Data Engineering
Noah Gift

17 hours

Intermediate

3,145
Amazon Web Services Apache Spark Python Big Data Cloud Computing Data Governance Data Processing Databases
Coursera
The State University of New York
Free
Data Analytics in Sports Law and Team Management

9 hours

Beginner
Data Analysis Data Analytics Deployment Functions Marketing Analytics
Coursera
University of Michigan
Free
Database Architecture, Scale, and NoSQL with Elasticsearch
Charles Russell Severance

10 hours

Intermediate

2,804
NoSQL PostgreSQL SQL Cloud Computing Data Analysis Databases Deployment Elastic Search
Coursera
DeepLearning.AI
Free
Data Pipelines with TensorFlow Data Services

16 hours

Intermediate

15,294
Tensorflow APIs Data Modeling Data Pipelines Data Sets Deep Learning
Udacity
Amazon
Deep Learning

4 months, 12 hours/week
Amazon Web Services Jupyter Keras NumPy Pandas Applied Mathematics Artificial Intelligence Classification Data Analysis Data Modeling
Coursera
Stanford University
Free
Evaluations of AI Applications in Healthcare
Tina Hernandez

11 hours

Beginner

5,749
Algorithms Artificial Intelligence Data Ethics Deployment Reporting
Coursera
DeepLearning.AI
Free
Introduction to Machine Learning in Production
Andrew Ng and Cristian Bartolomé Arámburu

10 hours

Advanced

39,838
Artificial Intelligence Big Data Classification Data Analysis Data Modeling
Udacity
Free
Intro to Cloud Computing

Beginner
Amazon Web Services S3 Cloud Computing Deployment DevOps
Free Data Science Cheat Sheets
Codecademy
Free
Learn Advanced Python 3 Cheatsheet

Advanced
Python Databases Deployment Programming
Free Data Science Cheat Sheets
Codecademy
Free
Learn Git & GitHub Cheatsheet
Git Github Deployment Programming
Free Online Data Science Textbooks
Free
Machine Learning Engineering
Andriy Burkov
Algorithms Data Collection Data Modeling Debugging Deployment
Data Science Executive Education
Massachusetts Institute of Technology
GetSmarter
Making AI Work: Machine Intelligence for Business and Society

6 weeks, 7 hours/week
Algorithms Artificial Intelligence Deployment Loops Machine Learning
Coursera
Duke University
Free
Managing Machine Learning Projects
Jon Reifschneider

18 hours

Beginner

1,633
Jupyter Artificial Intelligence Cloud Computing Data Cleaning Data Collection Data Modeling
Data Science Graduate Degrees
Carnegie Mellon University
Master of Computational Data Science

16 months

$79,500
Algorithms Artificial Intelligence Big Data Cloud Computing Data Analysis
Coursera
Georgia Institute of Technology
Free
Materials Data Sciences and Informatics

9 hours

Intermediate

12,929
Data Analysis Data Science Databases Deployment Dimension Reduction
FutureLearn
Free
Microsoft Future Ready: Designing and Implementing a Data Science Solution on Azure

3 weeks, 6 hours/week
Microsoft Azure Artificial Intelligence Automation Data Modeling Data Science Deployment
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Job Relevance

Deployment is most likely to appear on Data Engineer job descriptions where we found it mentioned 16.7 percent of the time.

1. Data Engineer
16.7%
2. Data Architect
14.7%
3. Chief Data Officer
12.5%
4. Data Scientist
10.7%
5. Business Analyst
7.0%
6. Data Analyst
4.0%

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