Coursera Project Network Courses

Perform Sentiment Analysis with scikit-learn

409 ratings at Coursera

Build a logistic regression model with scikit-learn to classify IMDB movie reviews as positive or negative, learning the fundamentals of sentiment analysis.

• Coursera
• 1 hour 25 minutes
• No Longer Offered
• Paid Course

Clustering Geolocation Data Intelligently in Python

401 ratings at Coursera

Cluster geolocation data in Python: clean and interactively visualize points, apply K-Means, DBSCAN and HDBSCAN, evaluate the models, and handle outliers.

• Coursera
• 1 hour 55 minutes
• No Longer Offered
• Paid Course

Building Digital Media using Graphic Design in Google Slides

394 ratings at Coursera

Design a networking event flier in Google Slides, applying audience analysis, typeface selection, imagery, color theory, and grid-based page layout before publishing.

• Coursera
• 1 hour 55 minutes
• No Longer Offered
• Paid Course

Traffic Sign Classification Using Deep Learning in Python/Keras

377 ratings at Coursera

Build a convolutional neural network in Keras with TensorFlow 2.0 to classify 43 traffic sign images, using grayscale conversion, normalization, dropout regularization, and performance assessment.

• Coursera
• 1 hour 50 minutes
• No Longer Offered
• Paid Course

Multiple Linear Regression with scikit-learn

355 ratings at Coursera

Build univariate and multivariate linear regression models in scikit-learn on the Advertising dataset: explore data with seaborn, evaluate with R² and RMSE, model interaction effects.

• Coursera
• 1 hour 22 minutes
• No Longer Offered
• Paid Course

Introduction to Networks and Cisco Devices

350 ratings at Coursera

Build simulated network topologies in Packet Tracer, identify end devices, intermediary devices and media, and manage Cisco devices via telnet, SSH, console, and password encryption.

• Coursera
• 1 hour 56 minutes
• No Longer Offered
• Paid Course

Image Super Resolution Using Autoencoders in Keras

338 ratings at Coursera

Build and train an autoencoder in Keras with TensorFlow to turn low-resolution source images into sharper, high-resolution ones.

• Coursera
• 1-2 hours
• No Longer Offered
• Paid Course

Command Line Basics in Linux

337 ratings at Coursera

Learn your first Linux command-line commands: navigate directories, list, copy and move files, run commands as super-user, and view manual pages and command history.

• Coursera
• 2 hours 2 minutes
• No Longer Offered
• Paid Course

Unsupervised Machine Learning for Customer Market Segmentation

331 ratings at Coursera

Segment bank customers with unsupervised learning: apply k-means in Scikit-Learn, pick the optimal cluster count with the elbow method, and reduce dimensions with PCA.

• Coursera
• 1 hour 55 minutes
• No Longer Offered
• Paid Course

Python Data Structures

326 ratings at Coursera

Build a Python application that reads words and definitions from a file and uses built-in data structures like lists to generate a multiple choice quiz.

• Coursera
• 2 hours 5 minutes
• No Longer Offered
• Paid Course

Pandas Python Library for Beginners in Data Science

318 ratings at Coursera

Learn pandas syntax from scratch: gain insight into data, clean it, and do basic pre-processing, coding along with hands-on challenges and solutions.

• Coursera
• 1 hour 50 minutes
• No Longer Offered
• Paid Course

Docker for absolute beginners

308 ratings at Coursera

Learn Docker architecture, run commands to manage images and containers, set up networks and volumes, and deploy a web application as a container.

• Coursera
• 2 hours 7 minutes
• No Longer Offered
• Paid Course

Support Vector Machines with scikit-learn

307 ratings at Coursera

Learn the intuition behind support vector machines and apply them with scikit-learn and Python to classification tasks, including building a simple facial recognition model.

• Coursera
• 2 hours 35 minutes
• No Longer Offered
• Paid Course

Introduction to Docker: Build Your Own Portfolio Site

295 ratings at Coursera

Build a portfolio website from a Bootstrap template inside a Docker container while learning images, containers, registries, volumes, port mapping, and basic container debugging.

• Coursera
• 2 hours 6 minutes
• No Longer Offered
• Paid Course

Git for Developers Using Github

294 ratings at Coursera

Learn to fork and clone repositories, create branches, set remotes, commit and push, open pull requests, resolve merge conflicts, stash, rebase, and revert changes.

• Coursera
• 2 hours 5 minutes
• No Longer Offered
• Paid Course