Data Science

by CTTI Computer Education Claim Listing

The benefits of learning a Data Science course include acquiring in-depth knowledge and practical skills in statistical analysis, machine learning, and data manipulation, which not only enhance career opportunities but also enable informed decision-making through extracting valuable insights.

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img Duration

1 Month

Course Details

Embark on a transformative journey with CTTI's ISO 9001:2015 certified Data Science course in Mangalore, Karnataka, featuring expert-led immersive training, placement assistance, personalized resume building and interview preparation, self-assessment tools, a cutting-edge curriculum reflecting the latest industry trends, hands-on projects, an industry-recognized certification, and a clear pathway to career advancement in the dynamic and high-demand realm of data-driven decision-making and analytics.

The benefits of learning a Data Science course include acquiring in-depth knowledge and practical skills in statistical analysis, machine learning, and data manipulation, which not only enhance career opportunities but also enable informed decision-making through extracting valuable insights from complex data sets.

 

Course Content:

  • Data Science Overview.
  •    Data gathering.
  •    Feature Engineering.
  •    Feature Selection.
  •    Create Model.
  •    Statistics and Probability.
  •    Mathematical Computing with Python (NumPy).
  •    Scientific computing with Python (Scipy).
  •    Data Manipulation with Pandas.
  •    Data Visualization in Python using matplotlib.
  •    Machine Learning with Scikit–Learn.
  •    Linear Regression.
  •    Logistics Regression.
  •    K-Nearest Neighbours (kNN).
  •    K-means.
  •    Naive Bayes.
  •    Random Forest.
  •    Hyperparameter Tuning.
  •    Feature Generation and Feature Selection (Extracting Meaning from Data).
  •    Decision Trees; Random Forests.
  •    Dimensionality Reduction, Singular Value Decomposition, Principal Component Analysis.
  •    Data Wrangling - Web Scraping with BeautifulSoup.
  • Mangalore Branch

    Balmatta Rd, opposite Hotel Roopa, below Hotel Sai Town House, Mangalore

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