Milan Majumder

Years of Experience in Python Training classes

13

Teaching Experience in detail in Python Training classes

7 years of experience as machine learning in Python and R trainer. Trained to bunch of aspiring data scientists and analysts. Provided best industry standard training for employees in different industries like telecom, insurance etc. Helped students to submit assessments and final papers. Expertise in below algorithms - Regression and classification • Multiple linear regression, polynomial regression • Support Vector Machine (SVM) • Decision Tree • Random Forest • Logistic Regression • K-Nearest Neighbors (K-NN) • Naïve Bayes Association Rule Learning • Apriori • Eclat Natural Language Processing Time Series Analysis • ARIMA • Prophet Dimensionality Reduction • Principal Component Analysis (PCA) • Linear Discriminant Analysis (LDA) • Kernel PCA Model Selection & Boosting • K-fold cross validation, grid search • Ensemble learning • XGBoost, Adaboost, Voting Deep Learning • Artificial Neural Networks • Convolutional Neural Networks

Years of Experience in Data Science Classes

8

Teaching Experience in detail in Data Science Classes

8 years of training experience in data science - Statistics, computational tools (R and Python), algorithms, and machine learning principles, automation, visualization, etc. Expertise in below algorithms: Regression and classification • Multiple linear regression, polynomial regression • Support Vector Machine (SVM) • Decision Tree • Random Forest • Logistic Regression • K-Nearest Neighbors (K-NN) • Naïve Bayes Association Rule Learning • Apriori • Eclat Natural Language Processing Time Series Analysis • ARIMA • Prophet Dimensionality Reduction • Principal Component Analysis (PCA) • Linear Discriminant Analysis (LDA) • Kernel PCA Model Selection & Boosting • K-fold cross validation, grid search • Ensemble learning • XGBoost, Adaboost, Voting Deep Learning • Artificial Neural Networks • Convolutional Neural Networks

Years of Experience in Data Analysis Classes

13

Years of Experience in Microsoft Excel Training classes

12

Teaching Experience in detail in Microsoft Excel Training classes

Advance Excel, VBA, Power query, Power BI