Course Overview

AchuthTech Academy, Mysuru offers an advanced Data Science with Python Corporate Training program designed for students, graduates, and working professionals. This course covers end-to-end data science concepts including data analysis, machine learning, statistics, and real-world project implementation used in corporate IT and analytics companies.

What You Will Learn

• Introduction to Data Science
  • What is Data Science?
  • Data Science Life Cycle
  • Applications in Corporate IT
• Python Programming for Data Science
  • Python Basics & Advanced Concepts
  • NumPy & Pandas for Data Handling
  • Data Cleaning & Preprocessing
• Data Visualization
  • Matplotlib & Seaborn
  • Exploratory Data Analysis (EDA)
  • Business Insights Visualization
• Statistics for Data Science
  • Descriptive Statistics
  • Probability & Distributions
  • Hypothesis Testing
  • Correlation & Regression
• Machine Learning
  • Supervised & Unsupervised Learning
  • Linear & Logistic Regression
  • Decision Trees & Random Forest
  • KNN, Naive Bayes, SVM
  • Clustering (K-Means, Hierarchical)
• Model Evaluation & Optimization
  • Train-Test Split & Cross Validation
  • Accuracy, Precision, Recall, F1 Score
  • Hyperparameter Tuning
• Deep Learning Basics (Optional Module)
  • Introduction to Neural Networks
  • TensorFlow / Keras Basics
  • ANN & CNN Overview
• Deployment Basics
  • Model Saving & Loading
  • Introduction to Flask for Model Deployment
  • Real-Time Prediction Demo
• Real-Time Projects & Corporate Use Cases
  • Sales Forecasting Project
  • Customer Churn Prediction
  • Fraud Detection System
  • Recommendation System
  • Healthcare or Finance Domain Mini Project

Training Features

• Hands-on Training with Real Corporate Datasets
• Live Data Science Projects & Case Studies
• Corporate-Oriented Machine Learning Techniques
• Experienced Data Scientists as Trainers
• Interview Preparation & Resume Building

Who Can Join

• Students & Fresh Graduates
• Data Analysts moving to Data Science
• Software Professionals
• Professionals from Non-IT Backgrounds

Prerequisites

• Basic computer knowledge
• Basic understanding of mathematics & statistics is helpful
• No prior coding experience required (Python covered from basics)

Course Duration

3 Months (Flexible Weekday & Weekend Batches Available)

Training Mode

• Classroom Training at AchuthTech Academy, Mysuru
• Online Live Instructor-Led Training
• Hands-on Practice with Real Industry Data

Career Opportunities

• Data Scientist
• Machine Learning Engineer
• Data Analyst
• AI Engineer (Entry Level)
• Business Intelligence Analyst

Why Choose AchuthTech Academy

• Corporate-Level Data Science Training
• Real-Time Industry Project Experience
• Expert Trainers from Corporate Backgrounds
• Affordable Fees with High Quality Training
• Placement Assistance & Career Guidance

Certification

After successful completion, students will receive an Industry-Recognized Data Science with Python Certificate valuable for corporate IT, AI, and analytics job roles.