Anand Kumar

About Anand Kumar

Data CollectionGathering data from various sources such as databases, files, APIs, or surveys.Ensuring data quality by cleaning and validating the data.2. Data CleaningHandling missing or inconsistent data.Removing duplicates, correcting errors, and formatting data properly.3. Exploratory Data Analysis (EDA)Summarizing the main characteristics of the data using statistical and visualization techniques.Identifying patterns, trends, and anomalies.4. Data TransformationConverting data into a suitable format for analysis.Normalizing or aggregating data, creating new calculated fields.5. Data VisualizationUsing graphs, charts, and dashboards to represent data visually.Tools like Matplotlib, Seaborn, Power BI, and Tableau help in creating visual insights.6. Statistical AnalysisApplying statistical methods to understand relationships and distributions in the data.Techniques include regression analysis, hypothesis testing, and time-series analysis.7. Machine Learning (if applicable)Building predictive models to forecast future trends based on historical data.Algorithms include classification, clustering, and regression models.8. Interpretation and ReportingDrawing conclusions from the data analysis.Preparing reports and presentations to communicate findings to stakeholders.9. Decision-MakingUsing insights gained from data analysis to make informed business or operational decisions.Tools and Languages Commonly Used:Languages: Python, SQL.Libraries: Pandas, NumPy, SciPy, Scikit-learn.Tools: Excel, Power BI, Google Data Studio.

Experience

1. Data Analyst

   Atliq Technologies

   Jan 2025 — Present · Vadodara, IN

Education

• Maharshi Dayanand University Mdu Rohtak

  Btech, Artificial Intelligence Data Science Aids