Coursera Project Network Courses

Regression Analysis with Yellowbrick

81 ratings at Coursera

Build a linear regression model predicting concrete compressive strength while using Yellowbrick visualizers to guide exploratory data analysis, cross-validation, model evaluation, and hyperparameter tuning.

• Coursera
• 1 hour 53 minutes
• No Longer Offered
• Paid Course

Python Database Connection with MariaDB From Infosys

81 ratings at Coursera

Write Python scripts that establish and verify a connection to a MariaDB server, automating a routine database administration task.

• Coursera
• 1 hour 28 minutes
• No Longer Offered
• Paid Course

Image Compression and Generation using Variational Autoencoders in Python

77 ratings at Coursera

Build a variational autoencoder in Python that compresses 60,000 font characters from 2500 to 32 dimensions, reconstructs them faithfully, and generates brand new fonts.

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

Create a Python Application using PyMongo and MongoDB Database

77 ratings at Coursera

Build a Python application with PyMongo that creates a MongoDB database of words and their definitions, then retrieves and displays a selected word's definition.

• Coursera
• 1 hour 52 minutes
• No Longer Offered
• Paid Course

Avoid Overfitting Using Regularization in TensorFlow

76 ratings at Coursera

Apply weight regularization and dropout in Keras and TensorFlow to reduce over-fitting: build, train, and evaluate a neural network image classifier.

• Coursera
• 1 hour 33 minutes
• No Longer Offered
• Paid Course

Create an interactive fiction adventure game with Python

76 ratings at Coursera

Build an interactive fiction text adventure game in Python while picking up the basics of programming and the Python language.

• Coursera
• 2 hours 30 minutes
• No Longer Offered
• Paid Course

Create a Financial Statement using Google Sheets

75 ratings at Coursera

Populate a Google Sheets financial statement template and update its tabs to track and present your company's financial information.

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

Create a Resume and Cover Letter with Word

75 ratings at Coursera

Create a resume and cover letter from scratch in the free online version of Microsoft Word, formatting both documents to make your qualifications and skills stand out.

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

Create your first Java project using jGRASP

74 ratings at Coursera

Build a Java course-enrollment program from scratch in jGRASP, using classes, comments, variables, input and output, operators, and control flow.

• Coursera
• 2 hours 15 minutes
• No Longer Offered
• Paid Course

Company Reports: Understanding Form 10-K

74 ratings at Coursera

Read and interpret a Form 10-K: work through Apple Inc.'s 2019 SEC filing to analyze its main financial statements and company performance data.

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

Introduction to C Programming Variables Input Output

74 ratings at Coursera

Build a C program that declares the basic data types and reads and prints them, practicing input and output in a guided hands-on project.

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

Process Improvement: a Kaizen Event with Google Slides

72 ratings at Coursera

Run a Kaizen event in Google Slides: map a warehouse worker's process, perform a 5W and 2H root cause analysis, implement improvements, and analyze impact.

• Coursera
• 3 hours 4 minutes
• No Longer Offered
• Paid Course

Getting Started with Kaggle

72 ratings at Coursera

Set up a Kaggle account and explore competitions like the Titanic challenge, datasets, cloud-based Notebooks with Copy and Edit, discussion forums, and Kaggle Courses.

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

Visual Machine Learning with Yellowbrick

71 ratings at Coursera

Evaluate a random forest classifier on the Poker Hand data set with Yellowbrick visual diagnostics: feature importance, algorithm selection, cross-validation, and hyperparameter tuning.

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

Machine Learning: Predict Numbers from Handwritten Digits using a Neural Network, Keras, and R

71 ratings at Coursera

Build a neural network in Keras with R to recognize MNIST handwritten digits, covering one hot encoding, network architecture, loss optimizers, and testing model performance.

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