Web Developers IT - Technology Lead | data science | Machine Learning
Detailed Job Description:
Proficient understanding of machine learning algorithms like linear regression, logistic regression (generalized linear regression), random forest, XGBoost, KNN and SVM and K Means Clustering
Good Experience with Machine Learning, Regression Analysis, Clustering, Boosting, Classification, Dimensionality Reduction Techniques like Principal Component Analysis
Excellent knowledge in creating Databases, Tables, Stored Procedure, Views
Excellent experience in the field of Data Science and Data Analytics and Modeling, with expertise in the technologies of R, Python, SAS, Excel, SQL and Salesforce
Knowledge and understanding of various Machine Learning Algorithms like General Linear Models, Support Vector Machines, Clustering, Classification, Decision Trees, Random Forests, Basic Statistics
Data Visualization knowledge of visualizing data using tableau, spotfire and also brief background understanding of Big Data terminology
Experience using PYTHON & R packages like dplyr, tidyr, ggmap, caret, forecast, SnowballC, wordcloud, corrplot, rpart, reshape2, ggplot2, tm, Scikit-Learn, StatsModels and MatPlotLib
Skilled in providing analytic support including data importing, data wrangling and data visualization
Experience in using ETL, SQL, PL/SQL and effective DDL/DML Triggers to facilitate efficient data manipulation
Minimum years of experience*: 5+
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