Challenge background
We live in the knowledge economy and skills are your card. Some estimates state that 50% of the jobs will be affected due to automation by 2030. Non-routine cognitive skills, often described as “soft skills”, have been increasing in importance since the first industrial revolution. Soft skills have the potential to provide the only long-term competitive advantage in the job market of the future, and open up equal opportunities to culturally-diverse remote employees. At the same time, soft skills are the hardest to learn due to their abstract nature and context-dependency. The traditional coaching platforms are unscalable by design. Online learning marketplaces and MOOCs provide content that does not stick. Self-improvement apps add up to daily distractions and fail to maintain engagement.
Project timeline
- 1
Week 1
Understanding the Problem Statement and Data Collection
- 2
Week 2
Data Preparation & exploring Pre-Trained models
- 3
Week 3
Model Training/Fine Tuning Pre-trained model, Finalizing the Model
- 4
Week 4
We will explore other possibilities such as data mining,Text analysis etc.
What you'll learn
Data Collection(Web scraping), Data Pre-Processing, NLP based EDA, Time Series Forecasting, Sentiment Analysis, Model Building