Customer churn classifier
Pre-process a customer dataset and compare Decision Tree, KNN and Logistic Regression using precision, recall and F-score.
Machine Learning Course Online for USA
Live online Machine Learning classes from India for learners in United States: 2 levels, 56–96 h, batches in USA time.
United States2 levels56–96 hLive online · Hybrid · Offline
01Why learners in USA choose it
Machine Learning for work and study in USA
Programming, data and cybersecurity skills are widely asked for abroad. Learners usually study alongside work or study, so the course is organised into short live sessions with practice tasks between them.
US learners are spread across several time zones, so the practical window is early morning or weekend.
Roles this skill supports: Software developer, data analyst, tester, security analyst (roles vary by country).
Machine Learning – at a glance
- 2 levels: 56–96 h
- Live trainer-led online classes
- Hybrid or 100% offline when you visit India
- Project assessed before certification
- Batches planned in USA time
02Levels
Which Machine Learning level to choose
Choose Machine Learning using Python (56 hours) if you want to work mainly in Python and finish faster. Choose the Course on Machine Learning (96 hours) if you want more time on statistics, learn R for analysis and also apply the main models in Python. After either, Artificial Intelligence or Data Science are natural next steps.
| Programme | Level | Hours | Best for |
|---|---|---|---|
| Course on Machine Learning using Python | Foundation | 56 h | Students and professionals who want a focused 56-hour machine learning course in Python. |
| Course on Machine Learning | Foundation | 96 h | Learners who want a deeper 96-hour course that teaches machine learning in R and then applies key models in Python. |
03Tools covered
What you will work with
PythonR and RStudioPython standard libraries and packagesR packagesClassification and regression algorithmsClustering algorithms and PCAConfusion matrix and evaluation metricsText mining and word cloudsArtificial Neural Networks (ANN)Recurrent Neural Networks (RNN)
We provide training and instruction only. Software and licences are not included; use your own licence, or an educational or trial licence where the software maker offers one. See our Software & Licensing Policy. Certificates are skill-training certificates, not degrees or professional licences.
04Projects
Practice projects
House price or sales forecast
Build linear and multiple regression models, then try Lasso and Ridge to see how regularisation changes results.
Customer segmentation
Group customers with k-means and hierarchical clustering and use PCA to visualise the clusters.
Review text analysis
Extract text, clean it and build a word cloud to find the most common themes in product reviews.
05Class timings
Machine Learning class timings in USA
Slots in your local time and the matching India time.
| City | Slot | Your local time | India time (IST) |
|---|---|---|---|
| New York · Atlanta (Eastern) | Weekday evening | 7:00 PM–9:00 PM | 5:30 AM–7:30 AM (next day)winter · summer: 4:30 AM–6:30 AM (next day) late night in India |
| New York · Atlanta (Eastern) | Weekday early morning | 6:00 AM–8:00 AM | 4:30 PM–6:30 PMwinter · summer: 3:30 PM–5:30 PM |
| New York · Atlanta (Eastern) | Weekend morning | 9:00 AM–11:00 AM | 7:30 PM–9:30 PMwinter · summer: 6:30 PM–8:30 PM |
| Chicago · Dallas (Central) | Weekday evening | 7:00 PM–9:00 PM | 6:30 AM–8:30 AM (next day)winter · summer: 5:30 AM–7:30 AM (next day) |
| Chicago · Dallas (Central) | Weekday early morning | 6:00 AM–8:00 AM | 5:30 PM–7:30 PMwinter · summer: 4:30 PM–6:30 PM |
| Chicago · Dallas (Central) | Weekend morning | 9:00 AM–11:00 AM | 8:30 PM–10:30 PMwinter · summer: 7:30 PM–9:30 PM |
| San Francisco · Seattle (Pacific) | Weekday evening | 7:00 PM–9:00 PM | 8:30 AM–10:30 AM (next day)winter · summer: 7:30 AM–9:30 AM (next day) |
| San Francisco · Seattle (Pacific) | Weekday early morning | 6:00 AM–8:00 AM | 7:30 PM–9:30 PMwinter · summer: 6:30 PM–8:30 PM |
| San Francisco · Seattle (Pacific) | Weekend morning | 9:00 AM–11:00 AM | 10:30 PM–12:30 AMwinter · summer: 9:30 PM–11:30 PM |
Slots marked “late night in India” need the trainer’s confirmation. Final timings are fixed on WhatsApp based on trainer and student availability; any date and time can be arranged where a trainer is available.
06More for USA
Other courses learners in USA take
07FAQ
Machine Learning in USA – FAQ
Still have a question? Message us on WhatsApp.
Ask on WhatsAppCan I learn Machine Learning from United States?
Yes. Machine Learning is taught live online from India, with batches planned in USA time subject to trainer availability.
What are the Machine Learning class timings for USA?
Typical slots are weekday evening, weekday early morning and weekend morning in your local time. The planner above shows the matching India time; final timings are fixed on WhatsApp.
What is the fee?
Fees depend on level and mode. WhatsApp +91 8111 029 125 for the current fee and payment options for your country.
Can I attend in person when I visit India?
Yes. Hybrid and offline batches run at Vellore, Katpadi and Ranipet on dates agreed in advance.
Do I need to buy the software?
We do not supply software. Use your own licence or an educational or trial licence where the maker offers one.
Start from anywhere
Machine Learning for USA: syllabus, fee and next batch
Tell us your city and preferred time. We reply on WhatsApp.
- Live online, hybrid or 100% offline in India
- Batches in your time zone, based on trainer availability
- Free counselling and a syllabus on WhatsApp
- One number for everything: +91 8111 029 125