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PrakalpanaLive online tech training
Live Online + 1-on-1 ยท Batches in ET / CT / PT (Canada)

MLOps - Machine Learning Operations Course in Canada

Take ML Models from Notebook to Production. Learn live online with optional 1-on-1 mentorship from experienced industry professionals, taught for learners across Canada, in batches scheduled for ET / CT / PT (Canada).

4.9โ˜…
Rating
890+
Learners
80+
Live hours
1:1
Mentorship
โœ“ Live interactive classesโœ“ 1-on-1 mentorshipโœ“ Lifetime recordingsโœ“ Career support
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Advanced

MLOps - Machine Learning Operations, Canada

Fees on request ยท EMI available
  • โœ“10 weeks ยท 80+ live hours
  • โœ“6 real-world projects
  • โœ“Live online + optional 1-on-1
  • โœ“Certificate + interview preparation
View full curriculum โ†’

Canada companies hiring for these skills

ShopifyAmazonRBCTD BankScotiabankTelusCGIWealthsimple
Canada
Region served
7
Metro hubs
8+
Hiring companies
C$220,000
Senior package

Live online MLOps - Machine Learning Operations training reaches learners across Canada, from Toronto, Vancouver, Montreal and beyond, in batches timed for ET / CT / PT (Canada). You are taught by engineers who build with MLOps and MLflow in production, and prepared for the way Shopify, Amazon, RBC and similar employers interview.

Why learn MLOps - Machine Learning Operations in Canada?

Canada is a fast-growing North American tech market with strong hiring across Toronto, Vancouver and the Waterloo corridor, and one of the friendliest routes for skilled software immigrants. Our live online MLOps - Machine Learning Operations training brings that opportunity to you wherever you are in Canada, no commute, no recorded playlists, just real-time classes with a working MLOps - Machine Learning Operations expert. Prefer to go at your own pace? Choose 1-on-1 training with a schedule built entirely around you.

You'll graduate with 6 portfolio-ready projects and the exact skills Canada employers screen for. Our placement network is India-based, so what we provide here is the part that travels: CV and LinkedIn review against Canada job descriptions, mock technical interviews and coaching on how these roles are assessed at Shopify, Amazon, RBC.

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Live, not recorded

Interactive classes with live coding and instant doubt-clearing.

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1-on-1 option

Personal mentor, fully flexible timings around your work.

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ET / CT / PT (Canada) batches

Live slots that fit a working day in Canada, plus recordings.

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Lifetime access

Recordings, materials and updates, forever.

What you'll master

Core skills covered in the MLOps - Machine Learning Operations course

โœ“ML Lifecycle & Pipelines
โœ“Experiment Tracking (MLflow)
โœ“Model Registry & Versioning
โœ“CI/CD for Machine Learning
โœ“Docker & Kubernetes for ML
โœ“Model Serving (FastAPI/BentoML)
โœ“Monitoring & Drift Detection
โœ“Feature Stores

Course curriculum

3 modules ยท 10 weeks

1

ML Lifecycle & Tracking

3 weeks
ML lifecycleMLflowExperiment trackingModel registryReproducibility
2

Packaging & Serving

4 weeks
Docker for MLFastAPI / BentoMLKubernetes servingBatch vs onlineScaling
3

Automation & Monitoring

3 weeks
CI/CD for MLFeature storesMonitoringDrift detectionCapstone MLOps pipeline
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Learn live from industry experts

Every MLOps - Machine Learning Operations session is delivered live by experienced professionals working hands-on with MLOps, MLflow, Docker in production. You get real-time mentorship, code reviews and instant doubt-clearing, plus an optional fully personalised 1-on-1 track.

Careers after MLOps - Machine Learning Operations in Canada

Typical Canada market salary bands for these roles

Entry level
C$70,000 โ€“ C$95,000
Mid level
C$105,000 โ€“ C$140,000
Senior / lead
C$160,000 โ€“ C$220,000

MLOps Engineer

Hiring across Canada ยท see the bands above

GoogleMicrosoftNvidia

ML Platform Engineer

Hiring across Canada ยท see the bands above

AmazonFlipkartUber

ML Engineer

Hiring across Canada ยท see the bands above

AdobeSwiggyStartups

MLOps - Machine Learning Operations training across Canada

Live online classes available to learners in every part of Canada, including:

MLOps - Machine Learning Operations in TorontoMLOps - Machine Learning Operations in VancouverMLOps - Machine Learning Operations in MontrealMLOps - Machine Learning Operations in OttawaMLOps - Machine Learning Operations in CalgaryMLOps - Machine Learning Operations in WaterlooMLOps - Machine Learning Operations in Mississauga

MLOps - Machine Learning Operations in other countries & cities

Same live training ยท available in 33+ locations

MLOps - Machine Learning Operations training in the UKMLOps - Machine Learning Operations training in the USAMLOps - Machine Learning Operations training in GermanyMLOps - Machine Learning Operations training in the UAEMLOps - Machine Learning Operations training in AustraliaMLOps - Machine Learning Operations training in SingaporeMLOps - Machine Learning Operations training in IrelandMLOps - Machine Learning Operations training in the NetherlandsMLOps - Machine Learning Operations training in Saudi ArabiaMLOps - Machine Learning Operations training in QatarMLOps - Machine Learning Operations training in New ZealandMLOps - Machine Learning Operations training in SwitzerlandMLOps - Machine Learning Operations training in SwedenMLOps - Machine Learning Operations training in MalaysiaMLOps - Machine Learning Operations training in South AfricaMLOps - Machine Learning Operations training in LondonMLOps - Machine Learning Operations training in ManchesterMLOps - Machine Learning Operations training in DubaiMLOps - Machine Learning Operations training in Abu DhabiMLOps - Machine Learning Operations training in TorontoMLOps - Machine Learning Operations training in VancouverMLOps - Machine Learning Operations training in New YorkMLOps - Machine Learning Operations training in San FranciscoMLOps - Machine Learning Operations training in DallasMLOps - Machine Learning Operations training in ChicagoMLOps - Machine Learning Operations training in BerlinMLOps - Machine Learning Operations training in MunichMLOps - Machine Learning Operations training in AmsterdamMLOps - Machine Learning Operations training in DublinMLOps - Machine Learning Operations training in SydneyMLOps - Machine Learning Operations training in MelbourneMLOps - Machine Learning Operations training in DohaMLOps - Machine Learning Operations training in Riyadh

MLOps - Machine Learning Operations in Canada, FAQs

Yes. The MLOps - Machine Learning Operations course is delivered 100% live online, so learners across Canada join the same batches as everyone else. Sessions are scheduled to fall inside working-friendly hours in ET / CT / PT (Canada) โ€” typically early morning or evening locally โ€” and every class is recorded for lifetime revision. Fully personalised 1-on-1 slots can be booked at any hour that suits you.

Batches are announced in ET / CT / PT (Canada) as well as IST. Because our trainers are based in India, the natural overlap is early morning or late evening ET / CT / PT (Canada), which works well alongside a full-time job. If none of the running batches fit, a 1-on-1 track is built entirely around your calendar.

Fees are quoted in CAD (C$) equivalent on request, and international learners can pay by card or bank transfer. WhatsApp +91 9180377502 for the current MLOps - Machine Learning Operations pricing, the next batch date in ET / CT / PT (Canada), and the 1-on-1 option.

Every session is live and interactive โ€” live coding, screen sharing and real-time doubt-clearing with a working MLOps - Machine Learning Operations engineer, not a recorded playlist. Recordings are provided afterwards so you can revise or catch up if a session lands awkwardly in ET / CT / PT (Canada).

In Canada, typical market ranges for these roles are around C$70,000 โ€“ C$95,000 at entry level, C$105,000 โ€“ C$140,000 at mid level, and C$160,000 โ€“ C$220,000 for senior and lead engineers. Actual offers depend on the employer, your experience and how well you handle the design and coding rounds โ€” which is exactly what the 6 projects and interview prep in this course target.

Teams hiring these skills across Canada include Shopify, Amazon, RBC, TD Bank, Scotiabank, Telus, CGI, Wealthsimple, plus a long tail of scale-ups and consultancies. The course is built around what those interviews actually test: MLOps, MLflow, Docker, real production practice, and 6 portfolio projects you can talk through in detail.

To be straightforward: our placement network and referral relationships are strongest in India, so we do not promise job placement in Canada. What international learners get is the part that travels โ€” CV and LinkedIn review against Canada job descriptions, mock technical interviews, portfolio projects, and coaching on how these roles are interviewed at Shopify, Amazon, RBC, TD Bank, Scotiabank and similar employers.

You receive a course completion certificate you can add to LinkedIn and your CV. Like any training certificate, it supports your application rather than replacing employer screening โ€” in Canada what carries the interview is your project portfolio and how you perform in the technical rounds, which is what the live sessions are built to prepare you for.

10 weeks, with 80+ live hours and 6 hands-on projects. Prerequisites: Python & ML fundamentals (or our Data Science course), Basic DevOps concepts. If you are returning to tech or switching stack, book a free consultation and we'll tell you honestly whether to start here or a step earlier.

Cost and access to practitioners. A live, mentor-led MLOps - Machine Learning Operations course from Prakalpana costs a fraction of an equivalent bootcamp in Canada, and you learn from engineers who work with MLOps, MLflow, Docker in production every day. You keep your job, join live from Toronto, Vancouver, Montreal, Ottawa or anywhere else, and get an optional 1-on-1 track rather than a fixed classroom schedule.

Start MLOps - Machine Learning Operations live training in Canada

Book a free demo class today. Choose a live batch or 1-on-1 mentorship in ET / CT / PT (Canada), and get a personalised Canada career roadmap.