Delhi NCR, India
“ 𝗪𝗲 𝗗𝗼𝗻’𝘁 𝗚𝘂𝗮𝗿𝗮𝗻𝘁𝗲𝗲, 𝗪𝗲 𝗖𝗹𝗮𝗶𝗺 “
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AI & Automation

Machine Learning Specialization Certification Course

Supervised, unsupervised aur deployment — practical ML.

  • Level: Advanced
  • Duration: 30 hours
  • Lessons: 13
  • Language: Hindi + English
  • Certificate: Yes

What you will be able to do

  • Supervised aur unsupervised algorithms samajhna
  • Feature engineering
  • Model evaluation aur overfitting handle karna
  • Hyperparameter tuning
  • Model deployment
  • ML project lifecycle manage karna

Tools covered

  • Python
  • scikit-learn
  • pandas
  • NumPy
  • Jupyter
  • Streamlit

Curriculum

5 modules · 13 lessons

ML Foundations 3 lessons
  1. ML kya hai aur kab use karein Free preview 22 min
  2. Data preparation 25 min
  3. Feature engineering 26 min
Supervised Learning 3 lessons
  1. Regression Free preview 25 min
  2. Classification 25 min
  3. Ensemble methods 24 min
Unsupervised 2 lessons
  1. Clustering Free preview 24 min
  2. Dimensionality reduction 22 min
Evaluation 3 lessons
  1. Metrics jo matter karte hain Free preview 24 min
  2. Cross-validation 20 min
  3. Overfitting 22 min
Deployment 2 lessons
  1. Model serving Free preview 24 min
  2. Monitoring aur drift 22 min

ML course aksar model training par khatam ho jaate hain. Asli kaam uske baad shuru hota hai: feature pipeline, evaluation jo sach batata ho, aur deployment.

Yeh course poore lifecycle par chalta hai, aur har concept ke saath ek dataset par hands-on practice hai.

Who this is for

  • Developers
  • Data analysts
  • Engineering students

Requirements

  • Ek laptop ya desktop (mobile se sirf videos dekh sakte hain, practice nahi)
  • Stable internet connection
  • Seekhne ki niyat — koi degree ya prior certification zaroori nahi
  • Python basics aur school-level statistics

Frequently asked questions

Maths kitni chahiye?

School-level statistics kaafi hai. Course intuition-first hai — formula se pehle concept samjhaya jaata hai.

Job ke liye yeh kaafi hai?

Yeh strong foundation deta hai. ML roles ke liye iske saath 2-3 real projects aur domain knowledge chahiye hoti hai.

Kya is course ka certificate milta hai?

Haan. Saare lessons complete karne par certificate turant issue ho jaata hai, aur uska ek public verification link bhi milta hai jise aap LinkedIn par laga sakte hain.

Course ki language kya hai?

Lessons Hindi aur English dono mein hain (Hinglish explanation, English terminology) taaki industry terms aapko waise hi samajh aayein jaise interview mein poochhe jaate hain.

Kya mujhe pehle se experience chahiye?

Nahi. Har course zero se shuru hota hai. Requirements section mein jo cheezein likhi hain bas wahi chahiye.

Access kitne din ka hai?

Lifetime. Ek baar enrol karne ke baad future updates bhi free milte hain.

Kya main apni speed se kar sakta hu?

Haan, poora course self-paced hai. Koi live class ya fixed timing nahi hai.

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