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Blog entry by Syed Saad Peerzada

Learn Machine Learning using Python in cloud

Learn Machine Learning using Python in cloud

Data Science Dojo has launched Jupyter Hub for Machine Learning using Python offering to the Azure Marketplace with pre-installed machine learning libraries and pre-cloned GitHub repositories of famous machine learning books which help the learner to take the first steps into the field of machine learning.

What is Machine Learning?

Machine
learning is a sub-field of Artificial Intelligence. It is a cutting-edge
technology that allows machines to learn from historical data and provide the
best results to predict outcomes.

Machine Learning using Python

Machine learning requires exploratory data analysis,
data processing, and the training of data to predict outcomes. Python provides
a huge number of libraries and frameworks that let the user collect, analyze and
transform data by just using built-in functions provided by the library which makes
coding easy and also saves a significant amount of time.

Machine Learning using Python

 PRO TIP: Join our 5-day instructor-led Python for Data Science training to enhance your machine
learning skills.

Challenges
for Individuals

Individuals who are new to machine learning and
want to excel in their path in machine learning usually lack computing as well
as learning resources to gain hands-on experience with machine learning. A beginner
in machine learning also faces compatibility issues while installing libraries.

What We Provide

With just a single click, Jupyter Hub for
Machine Learning using Python comes with pre-installed machine learning python
libraries, which gives the learner an effortless coding environment in the
Azure cloud and reduces the burden of installation. Moreover, this offer provides the learner
with repositories of famous books on machine learning which contain chapter-wise
notebooks which serve as a learning resource for a user in gaining hands-on
experience with machine learning. The heavy computations required for Machine
Learning applications are not performed on the user’s local machine. Instead, they
are performed in the Azure cloud, which increases responsiveness and processing
speed.

Listed below are the pre-installed machine
learning python libraries and the sources of repositories of machine learning
books provided by this offer:

Python
Libraries:

  • Pandas
  • NumPy
  • scikit-learn
  • mlpack
  • matplotlib
  • SciPy
  • Theano
  • Pycaret
  • Orange3
  • seaborn

Repositories:

  •  Github repository of book ‘Python Machine Learning Book 1st Edition’, by author Sebastian Raschka.
  •  Github repository of book ‘Python Machine Learning Book 2nd Edition’, by author Sebastian Raschka.
  •  Github repository of book 'Hands-on Machine Learning with Scikit Learn, Keras, and TensorFlow', by author Geron-Aurelien.
  •  Github repository of ‘Microsoft Azure Cloud Advocates 12-week Machine Learning curriculum’.

Conclusion

Jupyter Hub for Machine Learning using Python provides an
in-browser coding environment with just a single click, hence providing ease of
installation. Through this offer, a user can work on a variety of machine learning
applications including stock market trading, email spam and malware filtering,
product recommendations, online customer support, medical diagnosis, online
fraud detection, and image recognition. Jupyter Hub for Machine
Learning using Python offered by Data Science Dojo is ideal to learn more about
machine learning without the need to worry about configurations and computing
resources. The
heavy resource requirement for processing and training large data for these
applications is no more an issue as data-intensive computations are now
performed on Microsoft Azure which increases processing speed.

At Data Science Dojo, we deliver data science education,
consulting, and technical services to increase the power of data. We are
therefore adding a free Jupyter Notebook Environment dedicated specifically for
Machine Learning using Python. The offering leverages the power of Microsoft
Azure services to run effortlessly with outstanding responsiveness. Install
the Jupyter Hub offer now from the Azure Marketplace by Data Science Dojo, your
ideal companion in your journey to learn
data science
!

Try Now!