Data Science

Master the art of extracting insights from data. This comprehensive Data Science program covers statistics, machine learning, deep learning, and real-world applications using Python and industry-standard tools.

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Module 1: Python for Data Science
  • Python Programming Fundamentals
  • NumPy and Pandas
  • Data Manipulation
  • Data Cleaning Techniques
  • Descriptive Statistics
  • Probability Theory
  • Inferential Statistics
  • Linear Algebra Basics
  • Supervised Learning
  • Unsupervised Learning
  • Model Evaluation
  • Feature Engineering
  • Neural Networks
  • CNNs and RNNs
  • TensorFlow and Keras
  • Transfer Learning
  • Apache Spark
  • Cloud Platforms (AWS/GCP)
  • Model Deployment
  • MLOps Fundamentals

Customer Churn Prediction

Build a machine learning model to predict customer churn for a telecom company

Image Classification with CNN

Develop a deep learning model for image recognition

Capstone: End-to-End ML Pipeline

Build and deploy a complete machine learning solution

Placement Assistance

Resume Building

Professional resume review and optimization

Mock Interviews

Practice with industry-style interviews

Job Referrals

Direct referrals to hiring partners

Certifications

Akshata IT Certificate

Course Completion

Industry Certification

Exam Preparation

IBM Partner Certificate

Premium Track

What background is required?
Basic programming knowledge is helpful. Strong analytical thinking is a plus.
You’ll complete 5+ hands-on projects including a capstone project.
Python, TensorFlow, Scikit-learn, Tableau, and cloud platforms like AWS.

Ready to Transform Your Career?

Register now for a free demo session and discover how Akshata IT can help you achieve your career goals.

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