MindsDB is an open-source, explainable AutoML (Automated Machine Learning) framework designed to simplify the process of creating and deploying machine learning models. It focuses on predictive modeling and aims to make machine learning accessible to non-experts by automating various tasks involved in the machine learning workflow.
Tailored Problem Recommendations: Minds excels at providing problems that cater to individual skill levels, preferred difficulty, and specific company requirements. This level of customization ensures a focused and efficient preparation journey.🎯
Realistic Automated Mock Interviews: By simulating real-time coding interviews, users gain invaluable practice and confidence, all within the convenience of their preferred environment.☕👩💻
Insightful Solution Explanations: Beyond answers, Minds supplies in-depth solution explanations, fostering a deep understanding of core concepts and algorithms. 🧠💡
Advanced Analytics and Personalized Feedback: The chatbot provides detailed performance analytics, allowing users to monitor their progress, spot weak points, and receive tailor-made strategies for improvement. 📈🚀
Comprehensive Interview Simulation: Minds offers a holistic interview experience that covers every aspect, from skill evaluation to real-time coding practice. 💼💪
Engagement Through Interaction: With engaging interactions and regular updates, users stay motivated and committed to refining their coding skills.💬📅
Premium Tier for Enhanced Learning: Our premium subscription tier provides curated problem sets, advanced analytics, unlimited mock interviews, live coaching, and early access to new features, making it an enticing option for those seeking exceptional value. ✨🔑
Aspiring Developers: Software engineers and developers gearing up for technical interviews can harness Minds tailored problem recommendations, realistic interview simulations, and comprehensive feedback. 🔥👩💻
Recruitment Agencies: Companies seeking a streamlined hiring process and efficient talent identification can rely on Mind to evaluate candidates' coding prowess effectively.🎓🏢
Seamless Workflow 💡
Users input their target company name.
Mind initiates the mock interview experience.
It fetches a company-tagged coding question from the dataset.
Users provide solutions, and MInds offers insightful debugging feedback.
After connecting to slack you can ask any question about a particular interview problem.
Here's the sample conversation b/w the user and the bot.
User: hello
Bot: Welcome! Kindly share the company you're preparing for.
User: amazon
Bot: Fantastic choice! Let's initiate the interview journey.
Bot: Question 1 -> Title: [Question Title] Description: [Question Description]
User: here's my code
Bot: Let's debug your solution:
[User's Provided Code]
Feedback: [Feedback from debugging]
Reply 'next' to proceed.
User: next
Bot: Question 2 -> Title: [Question Title] Description: [Question Description]
User: code snippet
Bot: Debugging your solution...
Note: The dataset used in this chatbot code is taken from Kaggle : https://www.kaggle.com/datasets/gzipchrist/leetcode-problem-dataset
- Run the Mindsdb platform via Docker or Locally.
- Copy and paste the code present in the Main.txt
For the full information about this chatbot refer to this blog: https://omega1.hashnode.dev/presenting-minds-your-path-to-acing-technical-interviews
**Interacting with the user **
Providing detailed feedback to the user
I'm truly happy about the partnership between Hashnode and MindsDB that made up this amazing hackathon. Their great services and wholesome support are appreciatable. 🍺