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The roadmap, in 8 stages

01Programming for AI/ML9 courses
02Statistics and ML Algorithms11 courses
03MLOps12 courses
04Deep Learning6 courses
05Agentic AI10 courses
06Time Series Forecasting9 courses
07Industry DS Projects15 courses
08Special Topics13 courses

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Courses, in 8 stages

01Programming for AI/ML9 courses
02Statistics and ML Algorithms11 courses
03MLOps12 courses
04Deep Learning6 courses
05Agentic AI10 courses
06Time Series Forecasting9 courses
07Industry DS Projects15 courses
08Special Topics13 courses

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Portfolio Project: Restaurant Visitor Forecasting for Recruit
Time series model - ARIMA

AR and MA Models - Part 2

Video · 4 min · Lesson 30 of 57

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Industry ProjectsPortfolio Project: Restaurant Visitor Forecasting for Recruit

1. Data Preprocessing Phase 16 min
2. Exploratory Data Analysis8 min
1. Evaluation Metrics5 min
1. Prophet by Facebook4 min
2. Prophet Forecasting Demo8 min
1. Final Words2 min
2. Course Review1 min

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