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Data Science & Machine Learning Bootcamp

Data Science & Machine Learning Bootcamp

At Avyaa Solutions, we understand the journey of Indian students in the US. You’ve invested years in your Bachelor’s or Master’s degree, but the biggest hurdle is turning that education into a real job opportunity.

That’s why we created the Data Science & Machine Learning Bootcamp, a 3-month career accelerator program that combines hands-on training with job placement support. While you sharpen your skills with industry-ready projects, our consultancy team works in parallel to connect you with recruiters, prepare you for interviews, and guide you toward your first job in the US.

Program Highlights

  • 3 Months, Job-Focused Learning: Structured curriculum covering Python, Data Science workflows, Machine Learning, Deep Learning, and NLP.

  • Hands-On Projects: Build portfolio-worthy projects (spam email classifier, predictive models, image recognition) to showcase your skills.

  • Industry Mentorship: Learn the tools US employers use every day, including Pandas, scikit-learn, TensorFlow, Keras, and Seaborn.

  • Outcome-Driven Approach: By the end of the program, you’ll not only be trained, you’ll be job-ready with a portfolio and active job opportunities.

Who This Program is For

  • Indian students in the US who have recently completed their Bachelor’s or Master’s degree.

  • Graduates seeking their first break in Data Science, Machine Learning, or Analytics roles.

  • Job seekers who want more than a certificate, they want employment outcomes.

What You’ll Walk Away With

  • A portfolio of projects to demonstrate your skills to employers.

  • Confidence to ace interviews, backed by technical depth and practical projects.

  • Direct job support from Avyaa Solutions' consultancy team, helping you navigate applications, recruiter calls, and hiring processes.

At Avyaa Solutions, our mission is simple: we don’t just train you, we help you get hired.

The Data Science & Machine Learning Bootcamp is your fast-track path from fresh graduate to job-ready professional in just 12 weeks.


Responsible Sujal Avyaa
Last Update 14/09/2025
Completion Time 11 hours 20 minutes
Members 2
  • Introduction
    1Lessons · 5 mins
    • Introduction to Machine Learning
      New
  • Python Programming for Data Science & Machine Learning
    2Lessons · 13 mins
    • Installing Anaconda for Windows Users
      New
    • Installing Anaconda for Mac Users
      New
  • 12 Rules to Learn to Code
    1Lessons · 2 hrs 55 mins
    • 12 Rules to Learn to Code
      New
  • Python Basics
    4Lessons · 1 hr 19 mins
    • Variables & Types
      New
    • List & Arrays
      New
    • Dataframes & Series
      New
    • Module Imports
      New
  • Python Functions
    3Lessons · 39 mins
    • Defining & Calling Functions
      New
    • Arguments & Parameters
      New
    • Results & Return Values
      New
  • Data Analysis
    4Lessons · 1 hr 23 mins
    • Attributes & Methods
      New
    • Python Documentation for Data Analysis
      New
    • Working with Python Objects
      New
    • Python Tips, Code Style
      New
  • Intro to Optimisation & the Gradient Descent Algorithm
    15Lessons · 4 hrs 35 mins
    • What's Coming Up?
      New
    • How a Machine Learns?
      New
    • Introduction to Cost Functions
      New
    • LaTeX Markdown and Generating Data
      New
    • Creating Charts with Subplots
      New
    • Loops and the Gradient Descent Algorithm
      New
    • Pitfalls of Optimisation - 1
      New
    • Pitfalls of Optimisation - 2
      New
    • Understanding the Learning Rate
      New
    • How to Create 3D Charts
      New
    • How to Use SymPy
      New
    • Implementation of Batch Gradient Descent
      New
    • Loops & Performance Consideration
      New
    • Reshaping & Slicing
      New
    • NumPy Arrays
      New
  • Mean Squared Error (MSE)
    1Lessons · 11 mins
    • Introduction to MSE
      New