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Certificate in Python with Data Science and Machine Learning

Certificate in Python with Data Science and Machine Learning

Original price was: ₹5,000.0.Current price is: ₹2,500.0.

This Certificate in Python with Data Science and Machine Learning is designed for aspiring data scientists, analysts, and programmers who want to master Python for data manipulation, analysis, and machine learning applications. The course covers essential Python programming, data science libraries, statistical analysis, and machine learning algorithms to build predictive models.

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Description

Course Duration

  • Total Duration: 3-6 Months (Flexible Learning Options)

  • Mode of Delivery: Online / Classroom / Hybrid

  • Prerequisites: Basic programming knowledge (recommended but not mandatory)

Course Modules

Module 1: Python Programming Fundamentals

  • Introduction to Python

  • Data Types, Variables, and Operators

  • Control Structures (Loops & Conditionals)

  • Functions and Modules

  • File Handling in Python

  • Object-Oriented Programming (OOP) Basics

Module 2: Data Handling & Analysis with Python

  • Introduction to Data Science

  • NumPy for Numerical Computing

  • Pandas for Data Manipulation

  • Data Cleaning & Preprocessing

  • Data Visualization with Matplotlib & Seaborn

Module 3: Statistics for Data Science

  • Descriptive & Inferential Statistics

  • Probability Distributions

  • Hypothesis Testing

  • Correlation & Regression Analysis

Module 4: Machine Learning with Python

  • Introduction to Machine Learning (Supervised vs. Unsupervised Learning)

  • Scikit-Learn for ML Algorithms

  • Linear & Logistic Regression

  • Decision Trees & Random Forests

  • Support Vector Machines (SVM)

  • Clustering Techniques (K-Means, Hierarchical)

  • Model Evaluation & Hyperparameter Tuning

Module 5: Advanced Topics (Optional/Elective)

  • Natural Language Processing (NLP) Basics

  • Deep Learning Introduction (TensorFlow/Keras)

  • Big Data & Python (PySpark Basics)

  • Deployment of ML Models (Flask/Django)

Key Features of the Course

✔ Hands-on projects & real-world case studies
✔ Assignments & quizzes for practical learning
✔ Industry-relevant curriculum
✔ Capstone project for portfolio building
✔ Certificate upon successful completion

Career Opportunities After Completion

  • Data Analyst

  • Machine Learning Engineer

  • Python Developer

  • Business Intelligence Analyst

  • Research Scientist (AI/ML)

Who Should Enroll?

  • Students & fresh graduates seeking a career in data science

  • Professionals transitioning into AI/ML roles

  • Programmers looking to upskill in Python for data science

  • Analysts aiming to automate data tasks with ML

Certification

Upon completing the course and passing the assessments, participants will receive a Certificate in Python with Data Science and Machine Learning, validating their expertise in the field.

Enrollment Details

  • Next Batch Starting: [Insert Date]

  • Fee Structure: [Mention Pricing or Payment Plans]

  • Contact: [Email/Phone/Website]

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