Big data Analytics with MLlib and pyspark with Nlp expertise
Budget: ₹600 – ₹1,500 INR
There are 4 deliverables. And here is how I had drafted a possible way to address them.
1: Identifying a multinational company of choice.
- my suggestion: Let us choose Adidas in this case.
2: Streaming its Tweets concerning customer opinions on a certain brand or segment or policy regarding its products.
- my suggestion: Let us say, Tweets concerning the Yeezy brand. Like the discussions as to whether it should be discontinued or not after the Kanye West remarks
3: Using PySpark for Analytics and Visualizations.
- my suggestion: So here you write codes for the Pre-processing, cleaning, and visualization of the dataset.
4: Using MLlib to model the dataset and provide business advisory. So here you answer the business objective; What should Adidas do concerning the Yeezy brand? What are the characteristics of various groups of customers which supported or opposed the idea to drop Yeezy?
-my suggestion: For example, say you used classification modelling. And now you have to produce a model that can predict what a new customer is likely to say about Yeezy.
1: Identifying a multinational company of choice.
- my suggestion: Let us choose Adidas in this case.
2: Streaming its Tweets concerning customer opinions on a certain brand or segment or policy regarding its products.
- my suggestion: Let us say, Tweets concerning the Yeezy brand. Like the discussions as to whether it should be discontinued or not after the Kanye West remarks
3: Using PySpark for Analytics and Visualizations.
- my suggestion: So here you write codes for the Pre-processing, cleaning, and visualization of the dataset.
4: Using MLlib to model the dataset and provide business advisory. So here you answer the business objective; What should Adidas do concerning the Yeezy brand? What are the characteristics of various groups of customers which supported or opposed the idea to drop Yeezy?
-my suggestion: For example, say you used classification modelling. And now you have to produce a model that can predict what a new customer is likely to say about Yeezy.