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Learn Python online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
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EDUCBA
Build practical machine learning skills by implementing and evaluating Random Forest models in Python. In this hands-on course, you'll work through a complete supervised learning workflow using the SONAR dataset, from data preparation and exploration to decision tree construction and Random Forest…
EDUCBA
Build a complete Flippy Flip game while developing practical Python game development skills with Pygame. Designed for aspiring developers, hobbyists, and educators, this hands-on course takes you step by step from project setup to interactive gameplay and a polished graphical user interface. You’ll…
EDUCBA
Transform raw business data into professional, interactive Excel dashboards that support better decision-making. In this hands-on course, you will learn how to structure datasets, apply advanced Excel formulas, use filtering techniques, create charts and pivot tables, automate workflows with macros…
EDUCBA
Learners will develop the ability to apply data analytics techniques using Python to explore, analyze, and interpret real-world datasets. By the end of the course, learners will be able to perform numerical computations with NumPy, manipulate and analyze structured data using Pandas, visualize data…
EDUCBA
Matplotlib E-commerce Data Visualization with Python is an intermediate-level course that teaches you how to analyze e-commerce datasets and create meaningful visualizations using Python and Matplotlib. Through a practical case study, you will build the skills to set up your analysis environment, p…
EDUCBA
Build practical machine learning skills with Python by creating a diabetes prediction model using the Pima Indians Diabetes dataset. You’ll begin by installing and configuring Anaconda and essential Python libraries, then work in Jupyter Notebook to explore the machine learning workflow for healthc…
EDUCBA
By completing this course, learners will implement face detection systems, apply real-time computer vision techniques, and integrate facial feature detection using OpenCV and Python. Learners will gain hands-on experience detecting faces, eyes, and smiles across images, videos, URLs, and live webca…
EDUCBA
By the end of this course, learners will be able to explain core Natural Language Processing (NLP) concepts, preprocess and normalize textual data, extract meaningful features, and apply machine learning algorithms to solve real-world language-based problems. This course provides a structured, prac…
EDUCBA
Build practical Python programming skills by creating automation scripts, interactive games, and a deployable web application. Starting with core concepts, you will learn to write structured Python code using strings, operators, control flow, data structures, reusable functions, object-oriented pro…
EDUCBA
Master the statistical concepts that power modern data science using Python. This course teaches you how to analyze, interpret, and present data by combining statistical theory with practical implementation using Pandas and NumPy. You will build a strong foundation in descriptive statistics, probab…
EDUCBA
Learn how to build an effective monitoring workflow by combining the visualization capabilities of Kibana with Python-based automation. In this hands-on course, you will set up Elasticsearch and Kibana, configure Metricbeat to collect system metrics, create interactive dashboards, and analyze Elast…
EDUCBA
Build practical predictive modeling skills with Python and learn to prepare, build, refine, and evaluate models for real-world data analysis. You’ll begin by setting up the required tools and preparing datasets through dummy-variable creation, dataset splitting, feature scaling, missing-value treat…
EDUCBA
Learners will develop, apply, and optimize Excel automation solutions using Java, .NET, and Python to efficiently create, manage, format, and process Excel files programmatically. They will analyze workbook structures, implement form-driven data entry, and integrate real-world automation workflows…
EDUCBA
Take your Python data visualization skills to the next level by learning how to analyze and visualize data distributions with Seaborn. This intermediate course focuses on creating statistical visualizations that help you explore relationships within data and communicate insights effectively. You wi…
EDUCBA
Learners will apply Python programming to analyze financial data, interpret time-based trends, build regression models, and communicate insights through effective visualizations. By the end of this course, learners will be able to transform raw financial datasets into meaningful analytical outputs…
EDUCBA
Build practical Python GUI development skills with Tkinter and learn to create interactive, user-friendly desktop applications. You’ll begin with Python and Tkinter fundamentals, using layout managers to organize widgets and build structured interfaces. You’ll then implement mouse events, message b…
EDUCBA
Build and customize a complete Snake Game in Python with Pygame while developing practical game programming skills. Designed for learners who want hands-on experience with Python game development, this project-based course guides you from initial setup to a polished, interactive game. You’ll begin…
EDUCBA
Master the fundamentals and practical applications of machine learning in Python through a structured, hands-on learning experience that builds both conceptual understanding and technical confidence. In this course, you will explore the core principles of machine learning, work with NumPy for numer…
EDUCBA
Build practical Python GUI development skills by creating simple and scientific calculators with Tkinter. You’ll begin by defining project objectives, configuring IDEs, importing Python libraries, and learning the fundamentals of graphical user interface design. You’ll then use Tkinter widgets, lab…
EDUCBA
Build a real-world mask detection application with Python, OpenCV, TensorFlow, and AWS. In this hands-on, project-based course, you’ll learn the complete computer vision workflow, beginning with reading, writing, resizing, cropping, and annotating images. You’ll then use Haar Cascade classifiers to…
