Data Science Portfolio by MUHAMMAD AHSAN
This Portfolio contains data science projects for academic, self learning and hobby.
Experience
- Doing Exploratory Data Analysis with Python and R.
- Verifying different Business Techniques by using Hypothesis Testings like ANOVA,Chi-square etc.
- Acquiring data from primary or secondary data sources and maintaining databases.
- Use statistical methods to analyze data and generate useful business reports.
- Gathering data from big data platform like Twitter analyzing the data and make decision.
- Providing technical expertise on data storage structures, data mining, and data cleansing.
- Making predictions Applying Machine Learning Algorithms and Libraries.
- Data Visualization with python, R and different visualization software’s like Tableau,Power BI
Programming Langue’s
Development Tools
Frameworks
Content
Data Analysis
Cardio Data Analysis
The objective was to study and analyze which of the products is effective in terms of fitness and usage. The project involved interpretation of statistical output to generate managerial recommendations, using regression as a prediction device and most importantly evaluating and choosing of alternative statistical models.
Skills and Tools
Exploratory Data Analysis ( Variable Identification, Univariate analysis, Bi-Variate analysis, Missing Value Treatement), R
R Shiny App For Exploratory Data Analysis
The objective was to build an app that helps in Exploratory Data Analysis without writing one line of code. Upload dataset in any file format like CSV/text or excel file. You can check the structure of the dataset, statistical summary, Uni-variate analysis, Bi-Variate analysis thought to the plot, user can convert strings to factor and chose a desired type of visualization. This app will collect automatically numeric columns/features and gives us the correlation among them Machine Learning algorithm Linear regression also applied on Bi-Variate visualizations.
Skills and Tools
R , R-Shiny, ggplot2,Linear Regression, shinydashboard,DataExplorer,networkD3
Natural Language Processing
Chat App with chatterbot library
ChatBot App with Deep Neural Network
Visualizations
Avocado Sales Avocado Sales link
Research and development Research and development link
DataScience Universities Accross The USA
Co2 Emission
Human Trafficking