Hackershala Data Science professional

Data Scientists have become a necessity for the companies in today's world . we at Hackershala strive to provide you with the best practices and knowledge to lead in the domain of Data science. To provide you with world class training with the industry leaders themselves , we have come up with a 3 step career journey which we have named as Hackershala Data Science Professional (HCSP). All this combined together with our Career Guidance and Mentoring to prepare you for the real-life challenges .

The 3 step perfect cyber security career roadmap for you !

HDSP Levels

Level-1

0X01

Level-2

0X02

Level-3

0X03

Hackershala Data Science Professional - 0X01

  • Data Preprocessing –
  • Handling Missing Data, Categorical Data, Splitting of Dataset ,Feature Sclaing
  • Regression –
  • Simple Linear Regression, Multiple Linear Regression, Polynomial Regression,
    Evaluation of Regression models

  • Classification –
  • Logistic RegressionK-Nearest Neighbours (K-NN)Support Vector Machine (SVM)Naïve BayesDecision TreeRandom ForestEvaluation of Classification models

  • Capstone Project

Hackershala Data Science Professional-0X02

  • Clustering –
  • K-Means Clustering, Hierarchial Clustering
  • Association Rule Learning –
  • Apriori, Eclat
  • Natural Language Processing (NLP)
  • Dimensionality Reduction
  • Boosting
  • Capstone Project

Hackershala Data Science Professional- 0X03

  • Deep Learning –
  • Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN), Recurent Neural Networks (RNN), Long Short-Term Memory (LSTM) neural networks
  • Time Series Analysis
  • Moving Average, Exponential Smoothing, Prophet, Auto Regressive Integrated Moving Average (ARIMA)
  • Regularization
  • Multinomial Logistic Regression
  • Capstone Project

 

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