Data Science training programs

Sudaksha’s data science training course helps you become a Data Scientist. Data science is a multi-disciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data. Data Science is successfully adding value to all the business models by using Statistics, Machine Learning and Deep Learning to make better decisions and improve business. Data Science is an art of collecting the data from various sources, storing it into a structured manner and using the organized data to predict the demands, trends and helps the business to achieve its goal. It is also being used to predict possible situations and risks so that we can work on avoiding the risks.

What you will learn

  • R and Python for Data Science
  • Statistics and Probability for Data Science
  • Linear Regression
  • Naïve Bayes Classifier
  • Feature Reduction / Dimensionality reduction
  • Regularization methods
  • Logistic Regression in classification
  • Time series analysis
  • Methods and Algorithms in Machine Learning:
  • Classification rules
  • Association rules
  • Clustering
  • K-Nearest Neighbor algorithm
  • Collaborative filtering
  • Support Vector Machines (SVM) technique
  • Bagging amp
  • Boosting and its impact on bias and variance
  • C5.0 boosting
  • Random forest
  • Gradient Boosting Machines
  • XGBoost algorithm

Programme Details

Duration

12 weeks

Timings

9am - 6pm

Facilitation

90 hours

Programme Highlights

Real-time industry
exposure

Individual
systems access

Suitable for:

  • BE, B Tech, MCA, and other professional graduates
  • B Sc, B Com and other suitable graduates