Sales forecasting
Use time series methods to forecast monthly sales for a retail dataset and explain the trend.
Live online Data Science classes from India for learners in Singapore: 3 levels, 40–76 h, batches in Singapore time.
01Why learners in Singapore choose it
Programming, data and web skills are in demand across Asia’s IT, fintech and services sectors, and are easy to study online in the evening.
Singapore’s marine, precision-engineering, electronics and construction firms rely on CAD, BIM and automation skills, and its IT sector on data and software skills.
Roles this skill supports: Software developer, data analyst, tester, security analyst (roles vary by country).
02Levels
Choose Data Science using R (40 hours) for a short, statistics-first start, or if your research uses R. Choose Data Science & Data Engineering Using Python (64 hours) if you want Python, NLP and MySQL skills that IT employers commonly ask for. Choose Course on Data Science (76 hours) for the widest coverage, including deeper statistics, SQL Server, data mining and AWS.
| Programme | Level | Hours | Best for |
|---|---|---|---|
| Course on Data Science using R | Foundation | 40 h | Beginners and researchers who want a focused 40-hour course on statistics and machine learning with R. |
| Course on Data Science & Data Engineering Using Python | Foundation | 64 h | Learners who prefer Python and want 64 hours covering statistics, machine learning, NLP and MySQL-based data engineering. |
| Course on Data Science | Foundation | 76 h | Serious learners who want the most complete 76-hour path: R, in-depth statistics, machine learning, SQL Server, data mining and AWS cloud. |
03Tools covered
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
Use time series methods to forecast monthly sales for a retail dataset and explain the trend.
Group customers with K-means or hierarchical clustering and describe each segment.
Build a logistic regression or random forest model and measure how well it predicts.
Clean product reviews, find common words with a word cloud and summarise customer opinions.
05Class timings
Slots in your local time and the matching India time.
| City | Slot | Your local time | India time (IST) |
|---|---|---|---|
| Singapore | Weekday evening | 7:00 PM–9:00 PM | 4:30 PM–6:30 PM |
| Singapore | Weekday early morning | 6:00 AM–8:00 AM | 3:30 AM–5:30 AM late night in India |
| Singapore | Weekend morning | 9:00 AM–11:00 AM | 6:30 AM–8:30 AM |
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 Singapore
07FAQ
Still have a question? Message us on WhatsApp.
Ask on WhatsAppYes. Data Science is taught live online from India, with batches planned in Singapore time subject to trainer availability.
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.
Fees depend on level and mode. WhatsApp +91 8111 029 125 for the current fee and payment options for your country.
Yes. Hybrid and offline batches run at Vellore, Katpadi and Ranipet on dates agreed in advance.
We do not supply software. Use your own licence or an educational or trial licence where the maker offers one.
Start from anywhere
Tell us your city and preferred time. We reply on WhatsApp.