Machine Learning with Python

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DESCRIPTION

In this four-week course, you will dive into the basics of machine learning using the well-known programming language, Python. Get introduced to data exploration and discover the various machine learning approaches like supervised and unsupervised learning, regression, and classifications and more.

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Practice exploring and visualising data using Python and built-in libraries like Pandas, Matplotlib and Scikit. Equip yourself with sought-after machine learning skills to your resume such as regression, classification, clustering and sci-kit learn. Add new projects to your portfolio and a certificate in machine learning to prove your competency.

Why Machine Learning?

Data Science has bagged the top spot in LinkedInโ€™s Emerging Jobs Report for the last three years. Thousands of companies need team members who can transform data sets into strategic forecasts. Acquire in-demand machine learning and Python skills and meet that need.
Machine Learning and AI have taken the centre-stage as more and more brands realise the possibilities of these tools in the post-COVID world. The demand for data engineers was up 50% and the demand for data scientists was up 32% in 2020 compared to the prior year. The average salary for a data scientist in the U.S. is $122,338 per year and according to the Bureau of Labor Statistics, the demand for data scientists is pegged to grow by 16% between 2020 and 2028, a rate thatโ€™s faster than the average for all occupations.

What you will learn in the Machine Learning with Python course

  • Python for Machine Learning
  • Fundamentals of Machine Learning
  • Optimization Techniques
  • Supervised Learning
  • Unsupervised Learning
  • Ensemble techniques
  • Neural Networks
  • Training Options

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