Nawanshahr, Mohali
+91-9915536076, Call -> +91-99144-03555
honey.cse@nitttrchd.ac.in, info@ekaim.in

Data Science

Aim to Achieve

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from many structural and unstructured data. Data science is related to data mining, deep learning and big data. Data science is a “concept to unify statistics, data analysis, machine learning, domain knowledge and their related methods” in order to “understand and analyze actual phenomena” with data. It uses techniques and theories drawn from many fields within the context of mathematics, statistics, computer science, domain knowledge and information science.

Machine Learning with Python

All above with Following Machine Learning Packages

Python Frameworks/Libraries

  • Numpy
  • Pandas
  • MatplotLib
  • Bokeh
  • Scikit

Introduction to Machine Learning

  • Applications of Machine Learning
  • Supervised vs Unsupervised Learning

Regression

  • Linear Regression
  • Non-linear Regression

Classification

  • K-Nearest Neighbour

Unsupervised Learning

  • K-Means Clustering

Recommender Systems

Duration 6 Weeks

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