Guide to Vibe Coding in Windsurf

  • BeginnerLevel

  • 2256+Students Enrolled

  • 40 MinsDuration

  • 4.5Average Rating

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About this Course

  • Learn the fundamentals of Windsurf for seamless workflow management, making coding, analysis, and visualization more efficient.
  • Use Windsurf's tools to explore and interpret datasets like Titanic, uncovering key insights through Exploratory Data Analysis (EDA).
  • Leverage Windsurf's visualization features to track trends, enhance decision-making, and optimize machine learning models effectively.

Learning Outcomes

Master Windsurf Basics

Learn Windsurf for seamless coding, workflow, and analysis.

Analyze Data : Windsurf

Explore datasets like Titanic and uncover insights using EDA tools.

Visualize with Windsurf

Track trends, enhance decisions, and optimize models with Windsurf.

DeepSeek Architecture

Understand key components and innovations in DeepSeek models.

Course Curriculum

Explore a comprehensive curriculum covering Python, machine learning models, deep learning techniques, and AI applications.

tools

  1. 1. Task 1: Create a game using windsurf

  2. 2. Task 2: Create EDA on Titanic dataset

  3. 3. Task 3: Create an visualization to explain the effect of learning rate on Gradient descent

  4. 4. Task 4: Create a RAG architecture

Meet the instructor

Our instructor and mentors carry years of experience in data industry

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Apoorv Vishnoi

Head - Training, Analytics Vidhya

Apoorv is a seasoned AI professional with over 14 years of experience. He has founded companies, worked at start-ups and mentored start-ups at incubation cells.

Get this Course Now

With this course you’ll get

  • 40 Mins

    Duration

  • Apoorv Vishnoi

    Instructor

  • Beginner

    Level

Certificate of completion

Earn a professional certificate upon course completion

  • Globally recognized certificate
  • Verifiable online credential
  • Enhances professional credibility
certificate

Frequently Asked Questions

Looking for answers to other questions?

Windsurf is an intuitive coding platform designed to streamline workflows for data science, machine learning, and AI development. It simplifies coding, analysis, and visualization, making it an efficient tool for both beginners and experienced developers.

Absolutely! You can use popular Python libraries like Pandas, Matplotlib, Seaborn, and Scikit-learn within Windsurf.

Yes, the course provides a certification upon completion.

It supports popular ML libraries like TensorFlow, PyTorch, Scikit-learn, and XGBoost, making model training and evaluation seamless.

Yes, Windsurf enables users to run SQL queries alongside Python, making it easy to manipulate and analyze structured datasets.

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