Coursera Project Network Courses

Build Data Analysis tools using R and DPLYR

287 ratings at Coursera

Learn the six main dplyr verbs — filter, select, group_by, summarize, mutate, and arrange — through hands-on exercises in R and RStudio to transform datasets.

• Coursera
• 2 hours 8 minutes
• No Longer Offered
• Paid Course

Image Compression with K-Means Clustering

283 ratings at Coursera

Apply k-means and Mini-Batch K-Means with scikit-learn in Python to compress images, adding Jupyter widget sliders and drop-downs for interactive control.

• Coursera
• 1 hour 23 minutes
• No Longer Offered
• Paid Course

Neural Network from Scratch in TensorFlow

278 ratings at Coursera

Implement a neural network with TensorFlow's core operations instead of Keras, coding gradient descent yourself using automatic differentiation.

• Coursera
• 1 hour 40 minutes
• No Longer Offered
• Paid Course

Image Denoising Using AutoEncoders in Keras and Python

277 ratings at Coursera

Train an autoencoder in Keras with TensorFlow 2.0 to remove noise from grayscale images, from adding random noise and preprocessing to evaluating model performance.

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

HR Analytics- Build an HR dashboard using Power BI

275 ratings at Coursera

Build an interactive HR dashboard in Power BI: import data, create employee demographics and detail pages, and visualize diversity with pie and doughnut charts, slicers and buttons.

• Coursera
• 1 hour 31 minutes
• No Longer Offered
• Paid Course

Create eye-catching logos using Canva for an ebrand

262 ratings at Coursera

Design logos from scratch in the free version of Canva: work to a project brief and combine color schemes, shapes and fonts, then prepare files for sharing.

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

Building a Calculator using C# in Visual Studio

257 ratings at Coursera

Build a calculator as a C# console application while learning variables, constants, assignment statements, decision-making statements, loops, and arrays through hands-on practice.

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

Classify Radio Signals from Space using Keras

255 ratings at Coursera

Build and train a convolutional neural network from scratch in Keras to classify 2D spectrograms of deep space radio signals into four classes.

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

Predict Employee Turnover with scikit-learn

254 ratings at Coursera

Grow decision trees and random forests in scikit-learn to predict employee turnover, interpret them with feature importance plots, and tune parameters via Jupyter widgets.

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

Generate Synthetic Images with DCGANs in Keras

249 ratings at Coursera

Build and train a Deep Convolutional GAN with the Keras Sequential API and TensorFlow 2, sampling Gaussian noise to generate synthetic Fashion MNIST clothing images.

• Coursera
• 1 hour 45 minutes
• No Longer Offered
• Paid Course

Car Transport App in Figma

245 ratings at Coursera

Prototype a car transport app: link a full e-commerce journey from product selection to purchase, animate interactive and sticky content, and share the prototype with stakeholders.

• Coursera
• 2-3 hours
• No Longer Offered
• Paid Course

Intro to Time Series Analysis in R

244 ratings at Coursera

Build autoregressive, moving average, ARMA, ARIMA, and decomposition models on a real data set in R to analyze time series and forecast the future.

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

Predictive Modelling with Azure Machine Learning Studio

240 ratings at Coursera

Build a predictive model without writing code in Azure Machine Learning Studio, predicting US flight delays from Bureau of Transportation Statistics and NOAA weather data.

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

Database Design and Diagramming in Dia

237 ratings at Coursera

Design a database from user requirements: identify data categories, add details, map logical relationships, and document an Entity Relationship Diagram using the Dia diagramming tool.

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

Neural Network Visualizer Web App with Python

237 ratings at Coursera

Build a neural network visualizer web app: train a multi-output Keras model with the functional API, serve it via Flask, and display node activations in Streamlit.

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