I'm having an aspiration to become best data scientist in market and now I'm working towards it.
| Data Analyst | ML Engineer | Data Engineer | Data Scientist | |
|---|---|---|---|---|
| Programming Tools (Python, C#, ASP.Net, VB.Net) |
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| Machine Learning (Supervised,Unsupervised,Reinforcement) |
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| Algorithm (Linear Regression,Polynomial Regression,Logistic Regression,Decision tree, K-Nearest Neighbors,Random forest,Gradientboosting,K-Means Clustering) |
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| Statistics (Frequency,Central Tendency,Dispersion or Variation,Position) |
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| Database technology (Oracle, SQL Server, My sql , sql lite, Hive) |
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| Data Visualization and Communication (Qik sense, Cognos ,tableau , OBIEE ,d3js, SSRS) |
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| Data Wrangling (Data exploration,Dealing with missing values,Reshaping data,Filtering data) |