About This Course
Data Science Labs is a comprehensive online training course that focuses on Python for data analysis, manipulation and visualization. Discover the fundamentals of Python programming, explore data structures and master data manipulation techniques. Gain practical skills in data analysis using Pandas, perform numerical calculations, create clear and insightful visualizations, and develop predictive models using regression. Additionally, this data science training course has been fully equipped with hands-on Labs where you can practice and solidify your learnings.
Skills You’ll Get
- Create, manipulate, and analyze data frames with Pandas
- Ability to use NumPy for arrays, indexing, slicing, and mathematical operations
- Create informative visuals with Matplotlib, Seaborn, Plotly, and Bokeh
- Build and evaluate regression models
- Knowledge of logistic regression for classification tasks
- Exploratory Data Analysis (EDA) for hypothesis testing, data visualization, and identifying patterns
- Extract, transform, and load data using ETL techniques
- Conduct in-depth exploratory data analysis