Dr Senthilkumar J Data Scientist and Research Anslyst
No reviews yet

Hi, this is Dr Senthilkumar from Pondicherry, India. I have around 20 years experience for both teaching, training and research.

My area of Interest is Data Science Model Design and Development, Intelligent Systems, Data Analytics and Machine Learning with Python Programming Language.

I did my research in the area of Intelligent Teleradiology System for Medical Image Diagnosis. Kindly Google it my research article: *CIMIDx Framework* and impact factor is 3.188. I have a client (https://www.telrads.com) from Spain, they’re interested to purchase licenses product for CIMIDx framework.

There are some interesting types of Inferential Statistics Techniques are useful for Data Science, Data Analytics and Machine Learning fields such as,
1) One sample test of difference/One sample hypothesis test,
2) Confidence Interval,
3) Contingency Tables and Chi Square Statistic,
4) T-test or Anova,
5) Pearson Correlation, Bi-variate Regression, Multi-variate Regression, etc...

And some interesting teaching and research fields like Data Science, Data Analytics, Artificial Intelligence and Machine Learning algorithms deals with both theoretically as well as practically. The following Data Science and Machine Learning areas such as

1) Data Preprocessing Techniques (Binning, Z Score Normalization, Feature Discretization Techiques, Dimension Reduction(Feature Selections - Filter, Wrapper and Hybrid) Algorithms
2) Linear and Logistic Regression Methods
3) Decision Tree Classification (Entropy/Information(ID3 and C4.5), Gini Index) Algorithms
4) Random Forest Classification Algorithm
5) K-Neatest Neighbors (KNN) Classifier
6) Gaussian Navie Bayes Classifier
7) Support Vector Machine (SVC and LinearSVC)
8) Artificial Neural Network (Back Propogation and Feed Forward) Classifiers
9) Clustering (Partitional Clustering (K-Means Clustering, K-medoids clustering, Mean-Shift Clustering, Density-Based Spatial Clustering of Applications with Noise (DBSCAN), Expectation–Maximization (EM) Clustering using Gaussian Mixture Models (GMM)), Agglomerative Hierarchical Clustering, and Incremental Clustering) Algorithms.
10) Mining Algorithms (Apriori, Frequent Patteren(FP) Growth, Density FP Groth, etc)

In addition to the above I have very good knowledge in the area of
1) Theoretical Computer Science, Programming and Data Structure, Compiler design
2) Programming Languages like Python, R, C, C++, Java
3) Tools like Weka, IBM BI, RapidMiner, Matlab, Octave, PyTorch, TensorFlow etc.

I have very good students from all over World like US, UK, UAE, Singapore, Mexico and rest of the World.

I will support one to one online tutoring or home tuition so that the students get clear in each points.
Please contact my WhatsApp number ********* and adhityaresearch at hotmail dot com.

Thanks & Regards.
Dr Senthilkumar

Subjects

  • Big Data analytics Beginner-Expert

  • Mathematical foundations in computer science Beginner-Expert

  • Machine learning with python Beginner-Expert

  • Artificial Intelligence Deep Learning Beginner-Expert

  • Data Science and Machine Learning Beginner-Expert

  • Data Structure and Algorithms Beginner-Expert

  • Deep Learning Projects in Python Beginner-Expert

  • Data Science, Machine learning and Mathematics Beginner-Expert

  • Data Analysis with R and Python Beginner-Expert

  • Machine Learning with Advanced Mathematics Beginner-Expert

Experience

  • Data Scientist and Research Analyst (Apr, 2020–Present) at Freelancer, Pondicherry
    Data Science Model Design and Development
  • Assistant Professor (Jul, 2019–Mar, 2020) at Hindustan Institute of Technology and Science, Chennai
  • Assistant Professor (Contract) (Jun, 2006–Feb, 2019) at Anna University, chennai
    Teaching and research
    ——————————
    Teaching with theory Subjects such as Theory of Computation, Formal Language and Automate Theory, Programming and Data Structure, Algorithms, Artificial Intelligence, Machine Learning, Compiler Design, and Graph Theory.

    Teaching with Programming Languages namely C, C++, Java, R and Python.

    Research Area of Interest: Data Science, Intelligent System’s, Medical Imaging, Data Mining, Machine Learning, Deep Learning Network Design, and Cloud Based Intelligent Teleradiology Framework Design.

Education

  • Computer Science and Engineering (Jun, 2006–Dec, 2015) from College of Engineering, Anna University, Chennai-600025–scored Teaching

Fee details

    ₹800–2,500/hour (US$9.43–29.48/hour)

Reviews

No reviews yet. Be the first one to review this tutor.