Coursera Project Network Courses

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

Facial Expression Classification Using Residual Neural Nets

71 ratings at Coursera

Build a CNN with residual blocks in Keras and TensorFlow 2.0 to classify facial expressions, using data augmentation, dropout regularization, and KPI-based performance assessment.

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

Getting Started with Cascading Style Sheet

70 ratings at Coursera

Transform a plain website into a beautifully presented one with CSS: learn how cascading style sheets work and apply styling to web development and design projects.

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

Terraform Basics: Automate Provisioning of AWS EC2 Instances

70 ratings at Coursera

Automate infrastructure with Terraform: declare resources in scripts and provision AWS EC2 server instances hands-on in under two hours.

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

Organize yourself as a remote worker or self-employed

70 ratings at Coursera

Set yourself up to work remotely: create a browser work persona and configure task, time and productivity tools, shared documents, video meetings, messaging and invoicing.

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

Travailler en ligne de commande sous Linux

69 ratings at Coursera

Apprenez à administrer un ordinateur Linux depuis la ligne de commande, notamment en automatisant des scripts basiques avec CRON.

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

Measuring Stock Liquidity

69 ratings at Coursera

Measure and compare stock liquidity using Average Daily Traded Volume, Share Turnover, Depth of Market, Bid-Ask Spread, and the Variance Ratio.

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

Creating Custom Callbacks in Keras

69 ratings at Coursera

Build a custom Keras callback that writes a log file, plots training metrics live, and reduces the learning rate at each epoch during model training.

• Coursera
• 1 hour 35 minutes
• No Longer Offered
• Paid Course

Command Line Interface (CLI) With Golang From Infosys

68 ratings at Coursera

Build a command line interface in Go that connects to a company's private cloud, gaining hands-on practice with Go tooling used for software vendor tools.

• Coursera
• 1 hour 35 minutes
• No Longer Offered
• Paid Course

Small Business Marketing Using LinkedIn

68 ratings at Coursera

Promote a small business on LinkedIn: create a business page, connect with target customers, use messaging, post relevant content, and join or start groups.

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

Containerization Using Docker

68 ratings at Coursera

Build customised Docker images with Dockerfiles, enable data persistence in containers, share images through various methods, and practise core Docker commands in hands-on tasks.

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

Build Random Forests in R with Azure ML Studio

67 ratings at Coursera

Build a Random Forests model in Azure ML Studio with R: use the Execute R Script and Create R Model modules to engineer features and predict bike rentals.

• Coursera
• 1 hour 30 minutes
• No Longer Offered
• Paid Course

Smart Contracts with Solidity: Create an Ethereum contract

67 ratings at Coursera

Build and deploy a lottery smart contract on the Ethereum testnet: write Solidity code, set up MetaMask, and obtain Sepolia test faucets.

• Coursera
• 2 hours 47 minutes
• No Longer Offered
• Paid Course

Develop a free website with WordPress

66 ratings at Coursera

Build out an existing free WordPress site: add pages, write and publish blog articles, and upload media such as photo galleries for personal or commercial use.

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

Transfer Learning for Food Classification

66 ratings at Coursera

Train a food image classifier with transfer learning: augment data, build on pre-trained InceptionResNetV2, unfreeze layers to fine-tune, and assess CNN performance with KPIs.

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