Live course Intermediate Live classes

Applied Machine Learning

Hands-on machine learning specialization covering the full modeling workflow from feature engineering to deployment, with real datasets and projects.

4.8 820 learners enrolled Mentor: Dr. Priya Nair
Length
16 weeks
Live teaching
120+ hours
Level
Intermediate
Curriculum
7 modules · 14 topics

Live classes: Tue/Thu 7-9 PM (GMT).

About this program

A practical specialization for practitioners who want to build and ship machine learning models with confidence. Across 16 weeks and 120+ live hours you master the end-to-end ML workflow: feature engineering, model selection, tuning, evaluation and deployment, working on real datasets and multiple projects.

What you'll be able to do

  • Engineer features and prepare data for modeling
  • Train and tune regression and classification models
  • Use ensembles and gradient boosting effectively
  • Evaluate, interpret and validate models
  • Deploy a model as an API

Tools you'll use

Pythonscikit-learnXGBoostPandasMLflowDocker

Curriculum

  1. 01
    ML Workflow & Data Prep2 topics
    • Pipeline
    • Data prep
  2. 02
    Regression & Regularization2 topics
    • Linear models
    • Regularization
  3. 03
    Classification & Metrics2 topics
    • Classifiers
    • Metrics
  4. 04
    Trees, Random Forests & Boosting2 topics
    • Trees
    • XGBoost
  5. 05
    Feature Engineering & Selection2 topics
    • Feature engineering
    • Selection
  6. 06
    Model Tuning & Validation2 topics
    • Cross-validation
    • Hyperparameters
  7. 07
    Deployment & Applied Project2 topics
    • Model API
    • Capstone
  8. Certificate

    Verified specialization certificate with project review.

Projects you'll build

Hands-on work reviewed by your mentor. Together they become your portfolio.

  1. P1Predictive pricing model
  2. P2Deployed classification API

Where it can take you

Roles this program prepares you for:

Machine Learning EngineerData ScientistML Practitioner

Career counselling is included

A counsellor helps you plan the move, reviews your resume and LinkedIn, and prepares you for interviews for the roles above.

How it works

Your mentor

Dr. Priya NairLead Data Scientist

10+ years building ML systems at scale.

From learners

Nexify's live data science bootcamp completely changed my career. The mentors were world-class and I landed a role within 2 months.
Jordan SmithData Scientist, FinTech Co
The cybersecurity program was hands-on and practical. The SOC simulations were exactly what I needed for my new role.
Aisha KhanSecurity Analyst, CloudSecure

Questions

Is career counselling included?

Yes. One-to-one career counselling is part of this program: help planning your path, check-ins while you learn, and preparation for applications and interviews.

Can I pay monthly?

Yes. You can finance this program with Climb Credit, subject to approval. Checking your rate is a soft credit pull and does not affect your credit score.

$14,999 $18,999Save $4,000
Climb CreditOr pay monthly with Climb Credit
  • Live classes with your mentor
  • Every session recorded
  • 2 hands-on projects
  • One-to-one career counselling
  • Verified certificate

Questions?

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