Join Data Science Course to land roles at Tier-1 companies.

Kickstart your data science journey with our Data Science Course, co-created by FAANG+ data & research scientists. Deep dive into Python, SQL, Machine Learning, and more in our comprehensive data science training course.

Data Science Course details and curriculum

PART 1: Mastering Data Science

Programming with Python

• 6 weeks
  1. Python Programming Fundamentals
  2. Python Data Structures and Programming Constructs
  3. User-Defined and Built-in Python Functions and Modules
  4. Object Oriented Programming using Python
  5. File Handling & Exception Handling
  6. Python for DS/ML - NumPy, Pandas, Matplotlib

Databases & SQL Programming

• 4 weeks
  1. Introduction to Databases & SQL Programming
  2. Advanced SQL Programming & SQL Problem Solving
  3. Database Modelling
  4. SQL & Database Modelling Mini Project
  5. (Floater) Prompt Engineering & LLM Pair Programming

Mathematics for DS & ML

• 5 weeks
  1. Descriptive Statistics and Measures of Central Tendency
  2. Essentials of Probability & Probability Distributions
  3. Statistical Methods
  4. Sampling & Inferential Statistics
  5. Hypothesis Testing

Data Wrangling & Exploratory Data Analysis

• 6 weeks
  1. Data Wrangling & Data Transformation
  2. Data Preprocessing & Exploratory Data Analysis
  3. Feature Engineering
  4. Data Analysis & Visualisation
  5. Dimensionality Reduction
  6. EDA Mini Project

Classical Machine Learning

• 9 weeks
  1. Regression Algorithms
  2. Classification Algorithms
  3. Bagging & Boosting Techniques
  4. Model Selection & Evaluation
  5. Regularisation & Hyperparameter Tuning
  6. Unsupervised Machine Learning: Clustering Algorithms
  7. Working with Time Series Data
  8. Modelling Time Series Data
  9. Classical Machine Learning Mini Project
  10. (Floater) Applications of LLMs in ML Modelling

Advanced Machine Learning & Deep Learning

• 4 weeks
  1. Introduction to Neural Networks
  2. Neural Architectures
  3. Image Processing & Computer Vision
  4. Text Processing & Transformers

Big Data Analysis

• 5 weeks
  1. HDFS & Data Warehousing
  2. Data Processing with Apache Spark
  3. Cloud Computing & Big Data
  4. Data Privacy Regulations
  5. PySpark Mini Project

Data Visualisation & Storytelling

• 5 weeks
  1. Data Analysis & Visualisation with MS Excel
  2. Data Processing, Visualisation & Dashboarding with PowerBI
  3. Data Storytelling
  4. Advanced Visualisation & Real-Time Dashboarding

Choice of 6 Capstone Projects

• 4 weeks
  1. Product Reviews Summary
  2. Smart Commuting Analytics
  3. Election Campaign Analyser
  4. Audio Classifier & Track Recommender
  5. Website Analytics
  6. Stock Price Analysis

PART 2: Interview Prep

Data Structures and Algorithms Interview Prep

• 7 weeks
  1. Sorting Algorithms
  2. Binary Search
  3. Arrays: Prefix Sum, Sliding Windows
  4. Linked List
  5. Recursion & Backtracking
  6. Stacks and Queues
  7. Trees

Data Science Interview Prep

• 5 weeks
  1. Linear Regression, MLE, EM and MAP
  2. SQL Programming
  3. Intro to Machine Learning, Supervised Learning
  4. Supervised and Unsupervised ML
  5. Deep Learning and Time Series Analysis

Career & Behavioral Sessions

• 3 weeks
  1. Interview strategy and success
  2. Behavioral interview prep
  3. Offers and negotiation

Comprehensive Data Science Course

Landing a role in data science is a significant milestone. Our courses for data science will teach you everything that you need to know. Made up of two stages, you will spend 48 weeks mastering data science, then progress onto interview prep. By completing our data science training, you will have the knowledge, skills and confidence that you need to land your dream role.

Why choose our Data Science Course?

• Program by FAANG+ ML Engineers
• Individualized teaching and 1:1 help
• Capstone project
• Interview prep modules
• Mock interviews with FAANG+ ML Engineers
• Career skills development

FAQ: Data Science Course

1. How do I enroll in the program?
   Interview Kickstart’s Data Science course is for anyone with strong problem-solving and analytical skills.

2. I am a Data Analyst, Is Interview Kickstart’s Data Science Course beneficial for me?
   If you have significant years of experience as a Data Analyst, you can apply to Interview Kickstart’s Data Science program to improve your skills.

3. What is the average salary of a Data Scientist in the US?
   The average annual data science engineer salary is $164,000 in the United States.

4. What’s the job of a Data Scientist?
   A data scientist is responsible for analyzing complex data sets, developing predictive models, and generating actionable insights that drive business decisions.