Analytics in Practice
Analytics in Practice turns analysis into action. You’ll learn how to go from messy data to decisions and shipped systems: forecasting & time-series, A/B testing & causal inference, dashboards & automation, and ML that survives production. Expect step-by-step builds in Python/SQL/Excel (and the occasional BI tool), case studies from finance/ops/marketing, and reusable templates you can apply the same day. We also cover tradeoffs—cost vs. accuracy, speed vs. rigor—and the “last mile” of deployment (APIs, MLOps, and analytics engineering).
analytics, data science, machine learning, Python, SQL, Excel automation, Power BI/Tableau, forecasting, time series, causal inference, A/B testing, optimization, MLOps, dashboards, data engineering, finance analytics, operations analytics, etc., etc., etc.
Real Time Anomaly Detection for Wind Turbine Sensors Using Kafka
Alternative Credit Scoring – Using Non Traditional Data For Thin File Borrowers
Theme Park Attendance Forecasting and Staff Planning
Процесс интеллектуального распределения стипендий с оптимизацией и соответствием требованиям
10 Things People Actually Do With Excel + Python in the Real World
Analyzing Data Center Cooling and Load Optimization with Predictive Controls
Using Kafka to Analyze Intrusion Detection Threats, Cyber Security Threats, Etc
Analyzing the Best Pharmacy Site Selection Using Demographic Data
Insurance Claims Exposed - Severity Prediction and Fast Track Rules
Forecasting Corrosion of Long-Distance Oil & Gas Pipelines for Risk Cost Tradeoffs
Analyzing NBA Stadium Concession Staffing Needs and Minimizing the Time it Takes to Serve A Customer
Airport Gate Assignment Optimization to Minimize Tows and Decrease Delays
Rideshare Demand Forecasting to Reduce Driver Idle Time and Slash Rider Wait Time
Will Rich People Move Out of NYC if They Are Are Forced to Pay Higher Income Tax Rates
Automobile Lease Buyout + Fair Value Estimation with Auction Prices and Mileage Data
My Favorite Videos - Compilation of Random Analytics Topics
My Favorite Videos - Compilation of Financial Topics
My Favorite Videos - Compilation of Data Science Topics
Solid-Waste Collection Route Optimization with Load Balancing Across All Trucks
Mall Tenant Mix Optimization to Maximize Foot Traffic and Sales
Bike Scooter Rebalancing Optimization for Shared Mobility
Predicting Power Outages + Financial Losses Based on Extreme Weather Events
Dynamic Toll Pricing to Reduce Traffic Congestion with an Elasticity Aware Model
Use Excel's PowerQuery and PowerPivot to Fetch Data from SQL Server
Retail Return Fraud Detection with Behavior Sequences and Graph Analytics
Real Time Elevator Dispatch Optimization in a High Rise Building
Python and Excel for Fast Workflows with OpenPyXL, and XLWings
Predicting Construction Cost Overruns and Schedule Slippage
Detecting Phishing Emails with NLP and Header Forensics
Analyzing Public Wi Fi Hotspot Placement Using Foot Traffic Analytics