EDUCBA
AI Driven Machine Learning with Python Specialization
EDUCBA

AI Driven Machine Learning with Python Specialization

Build Intelligent Models with Python. Master machine learning theory and projects using Python, TensorFlow, and real-world datasets.

EDUCBA

Instructor: EDUCBA

Access provided by Vooxell Group SAC

Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Apply supervised and unsupervised machine learning algorithms using Python and scikit-learn.

  • Build, train, and deploy deep learning models using TensorFlow and real-world datasets.

  • Integrate machine learning workflows into data-driven projects with performance optimization and visualization.

Details to know

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Taught in English
Recently updated!

October 2025

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  • Learn in-demand skills from university and industry experts
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  • Develop a deep understanding of key concepts
  • Earn a career certificate from EDUCBA

Specialization - 4 course series

What you'll learn

  • Build and optimize ML models using scikit-learn.

  • Preprocess and visualize data with NumPy, Pandas, and Matplotlib.

  • Apply regression, classification, and clustering techniques.

Skills you'll gain

Category: Pandas (Python Package)
Category: Data Processing
Category: Regression Analysis
Category: Dimensionality Reduction
Category: NumPy
Category: Matplotlib
Category: Machine Learning
Category: Machine Learning Algorithms
Category: Statistical Modeling
Category: Data Manipulation
Category: Data Science
Category: Scikit Learn (Machine Learning Library)
Category: Data Visualization
Category: Feature Engineering
Category: Python Programming
Category: Unsupervised Learning
Category: Statistical Machine Learning
Category: Performance Tuning
Category: Predictive Modeling
Category: Applied Machine Learning

What you'll learn

  • Build and train CNNs for image-based mask detection.

  • Integrate AI models into interactive front-end apps.

  • Deploy deep learning solutions using AWS cloud.

Skills you'll gain

Category: Deep Learning
Category: Computer Vision
Category: Image Analysis
Category: Tensorflow
Category: Application Development
Category: Application Deployment
Category: Amazon Web Services
Category: Front-End Web Development
Category: Cloud Applications
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Data Processing

What you'll learn

  • Apply logistic regression to healthcare datasets.

  • Preprocess and transform medical data in Python.

  • Evaluate prediction models using ROC curves.

Skills you'll gain

Category: Data Processing
Category: Jupyter
Category: Predictive Modeling
Category: Applied Machine Learning
Category: Machine Learning
Category: Scikit Learn (Machine Learning Library)
Category: Analytics
Category: Supervised Learning
Category: Pandas (Python Package)
Category: Software Installation
Category: Health Informatics
Category: Predictive Analytics
Category: Data Transformation
Category: NumPy

What you'll learn

  • Build and evaluate regression, clustering, and classification models.

  • Prepare, train, and interpret data for predictive modeling.

  • Apply ML techniques to solve real-world business problems.

Skills you'll gain

Category: Scikit Learn (Machine Learning Library)
Category: Regression Analysis
Category: Classification And Regression Tree (CART)
Category: Data Visualization
Category: Time Series Analysis and Forecasting
Category: Machine Learning Algorithms
Category: Applied Machine Learning
Category: Unsupervised Learning
Category: Supervised Learning
Category: Predictive Modeling
Category: Feature Engineering
Category: Machine Learning
Category: Python Programming
Category: Statistical Modeling
Category: Predictive Analytics
Category: Credit Risk
Category: Data Manipulation

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Instructor

EDUCBA
EDUCBA
557 Courses146,901 learners

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EDUCBA

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