The curriculum is designed to help you become the most sought-after Data Scientist or ML Engineer

Based on a simple 30 minutes MCQ test, you enter Beginner / Intermediate / Advanced sections. Beginner and Intermediate sections cover some additional basic topics that Advanced students do not need.

Beginner
Beginner
Beginner
Intermediate
Intermediate
Intermediate
Advanced
Advanced
Advanced
I know bare minimum coding. Starting from scratch
44 Week Course
Coming soon!
I know coding in one programming language. Can build basic applications.
37 Week Course
Enrolment open
I am good at coding. I know basic problem solving, data structures, algorithms. Can build basic to advanced applications.
30 Week Course
Enrolment open
1
Introduction to Programming
arrow-icon
clock-icon 8 Weeks
  • Decision trees & control
  • Binary number system
  • Strings
  • Arithmetic operators
  • Loops
2
Programming Constructs
arrow-icon
clock-icon 8 Weeks
  • Functions
  • Recursion
  • Pointers
  • Structures, Unions & Dynamic Arrays
  • Asymptotic notations
3
Problem Solving & CS Fundamentals
clock-icon 15 Weeks
  • Time Complexity, Arrays, Strings, Binary Search, 2 Pointers, Recursion, Hashing, Sorting, Bit manipulation
  • Stacks, Queues, Linked Lists, Trees, Tries, Heap
  • Greedy, DP, Graphs
  • DB, OS, and Computer Networks
4
Statistical Analysis & Data Analytics
arrow-icon
clock-icon 8 Weeks
  • Python, Jupyter, Numpy, Pandas
  • Git, Linux Terminal, File I/O
  • Statistics, Probability, Linear Algebra
  • Distributions, Sampling, Hypothesis Testing
  • Databases, SQL, Index, Partition, Schema
  • Web API, Scraping, Automation, Flask
5
Data Science & Machine Learning
arrow-icon
clock-icon 8 Weeks
  • EDA, Data wrangling, Feature Engineering
  • Supervised & Unsupervised Models
  • Ensembling
  • Factor analysis
  • Predictive Modeling & Forecasting
  • Recommender system
6
ML Engineering - Deep Learning & Big Data
clock-icon 15 Weeks
  • Keras, TensorFlow, PyTorch
  • Neural Networks, Computer Vision, NLP
  • Reinforcement Learning
  • Research Papers in Deep Learning
  • Warehouse - AWS S3, HDFS, HBase, NoSQL
  • Ingestion - Kafka
  • Analysis - PySpark, YARN, Airflow, Hive
Become a Scaler Mentor
A chance to give back to the community. Mentor Scaler students and help them unlock their true potential.

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Access job opportunities from our 180+ employer partners
Exchange job opportunities with our 20K+ Scaler student community'
Practice mock interviews with people working in the industry
Optimize your resume & LinkedIn profile with our experienced experts

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+971
+973
+213
+20
+964
+962
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+966
+963
+216
+375
+359
+880
+420
+45
+49
+43
+30
+61
+44
+44
+233
+852
+353
+91
+254
+356
+230
+234
+64
+92
+250
+65
+255
+256
+1
+27
+260
+56
+34
+52
+595
+598
+372
+98
+358
+679
+298
+33
+594
+590
+596
+262
+972
+36
+62
+39
+81
+7
+299
+82
+370
+60
+47
+32
+31
+48
+55
+351
+40
+7
+386
+421
+381
+46
+66
+90
+380
+84
+86
+886
+374
+94
+212
+58
+265
+977
+63
+57
+855
+591
+54

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