Using Machine Learning to Distinguish Between Spam and Legitimate Emails

Sorting Your Inbox: Using Machine Learning to Distinguish Between Spam and Legitimate Emails

Machine learning has revolutionized email spam detection, offering sophisticated solutions to combat the continuous influx of unwanted emails. Deep learning techniques, with their advanced pattern recognition capabilities, have significantly improved spam detection accuracy, ensuring that users receive only relevant and valuable information in their inboxes. Explore how machine learning is enhancing email security and reducing spam effectively.

Navigating your way: Traffic Prediction with Machine Learning

Machine learning is revolutionizing traffic prediction, enhancing route planning and reducing congestion in urban commuting. Explore advanced algorithms like Uni-LSTM and BiLSTM for accurate forecasts, along with Google Maps’ integration of deep learning for improved ETA accuracy. Discover the practical utility of machine learning in everyday life.

Energy Management: Solar Power Generation Forecasting

Energy Management: Solar Power Generation Forecasting

Explore how energy management is evolving with advanced solar power generation forecasting, enabling more efficient use of renewable resources and optimizing grid performance. Dive into the future of sustainable energy solutions.

Data Science Job Market Trends: Navigating the Shifts from 2023 to 2024

For those of you who read my last blog, I looked at how the data science job market had performed in 2023 – at least since August  when the data collection began.  The end of the calendar year provided a fitting moment to take a step back and assess what had transpired in the ensuing […]

Navigating the Path to Become a Machine Learning Engineer in 2024: A Step-by-Step Guide

Machine Learning Engineer: Navigate the evolving landscape of ML in 2024 with insights from WeCloudData’s workshop. Explore the structured ML pipeline, data engineering essentials, model engineering nuances, ML Ops challenges, and diverse tools. Build robust ML systems and embark on a successful journey into the dynamic world of ML engineering.

Consulting Case Study: Topic Modelling on Technician Notes

Client Info Our client is one of Canada’s largest construction vehicle suppliers. They employ thousands of skilled technicians across multiple provinces to support their clients and are known for their excellent customer service and quality of work. The technicians handle repair and maintenance services for their client’s purchased vehicles. For each job that a technician […]

Consulting Case Study: E-commerce Customer Segmentation

Background Our client is a company manufacturing consumer electronic products like mobile devices, printers, computer monitors and so on, who is leading the electronic goods merchant wholesalers industry for many years. Their advanced data analytics team connected to WeCloudData for the machine learning solution on predicting their top merchandize sales and marketing strategies on their […]

Consulting Case Study: Lookalike Models for Audience Expansion

Background Our client is one of the largest news publishers in North America. With their print and digital formats reach millions of readers every week, they lead the national discussion by engaging audiences through its prestigious coverage of news, politics, business, investing and lifestyle topics, across multiple platforms. The WeCloudData team worked with the client’s […]

Consulting Case Study: Integrated AI Content Search

Executive Summary WeCloudData is one of the fastest growing Data & AI training companies in the world. Since 2016, WeCloudData has trained and helped thousands of students and clients level up their data skills and mature their data organizations. As organizations continue to undergo digital transformations all over the world, enterprises are experiencing pains that […]

Consulting Case Study: Recommender Systems

Client Info Our client is one of Canada’s most well-established and decorated news outlets. They have been the recipient of numerous journalism awards and have a reach of millions of readers for their print and digital content across all news categories. In the early to mid 2010s, our client began to shift its focus towards […]

Streaming Stack Overflow Data Using Kinesis Firehose

The blog is posted by WeCloudData’s  student Sneha Mehrin. Overview on how to ingest stack overflow data using Kinesis Firehose and Boto3 and store in S3 This article is a part of the series and continuation of the previous post. Why using Streaming data ingestion? Traditional enterprises follow a methodology of batch processing where you […]

Preprocessing Criteo Dataset for Prediction of Click Through Rate on Ads

The blog is posted by WeCloudData’s student Amany Abdelhalim. In this post, I will be taking you through the steps that I performed to preprocess the Criteo Data set. Some Aspects to Consider when Preprocessing the Data Criteo data set is an online advertising dataset released by Criteo Labs. It contains feature values and click feedback […]

Let’s Read Customer Reviews (actually-make machines do it!)

The blog is posted by WeCloudData’s Bid Data course student Udayan Maurya. Customer reviews are invaluable information to understand the gap in your product market fit. If you sell your products on e-platforms: Amazon, Ebay, Appstore, Playstore, Youtube, etc. then you are in luck. You have direct access to your customers mind. However, to leverage customer’s […]

Live Twitter Sentiment Analysis

The blog is posted by WeCloudData’s Big Data course student Udayan Maurya. This Live Twitter Sentiment Analyzer helps track present sentiment for a given track word. In this document, I will describe the work flow I followed to develop this SaaS app. Contents Data Pipeline Map Data Collection Preparing Data for Data Analysis Training the […]

An Introduction to Big Data & ML Pipeline in AWS

The blog is posted by WeCloudData’s Big Data course student Abhilash Mohapatra. This story represents an easy path for below items in AWS : Build an Big Data Pipeline for both Static and Streaming Data. Process Data in Apache Hadoop using Hive. Load processed data to Data Warehouse solution like Redshift and RDS like MySQL. […]