DataHour: Extracting Value from Data
DataHour: Extracting Value from Data
11 Oct 202213:10pm - 11 Oct 202214:10pm
DataHour: Extracting Value from Data
About the Event
With data being the core of every industry in the current scenario, the complexity and size of data is increasing every second. In this session we would dive deep to find out how one can make sense out of raw unstructured data. For any aspiring Data scientist, Data processing and transformation is the stepping stone to building an interpretable machine learning model. The exercise of Data wrangling is core to explaining your predictions and outcomes. This avoids leaving the analysis or ML models from being a 'black box'.
In this DataHour, Varun will cover the following topics:
- Types of Data (Structured/ Unstructured)
- Basic Data checks (Variable types, Skewness, Variance, NULL value treatment, Data cleaning)
- Outlier detection & Treatment, NULL Value imputation, Standardization/Normalization
- Data Transforming (Transforming variables into meaningful formats, Combining redundant variables, Reducing data complexity)
- Data sets examples across different industries and their use cases
- Data wrangling concepts (Grouping, Merging, Gather/Spread/Pivot operations, Dealing with date fields. Aggregation techniques etc.)
Prerequisites: Interest in the Data Science domain, basic understanding of SQL and statistics and various data variable types.
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
Who is this DataHour for?
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
About the Speaker
Participate in discussion
Registration Details
Registered
Become a Speaker
Share your vision, inspire change, and leave a mark on the industry. We're calling for innovators and thought leaders to speak at our event
- Professional Exposure
- Networking Opportunities
- Thought Leadership
- Knowledge Exchange
- Leading-Edge Insights
- Community Contribution
