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GATE Data Science and Artificial Intelligence 2025

Self-Paced Course
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interested count31k+ interested Geeks

Unlock success with our GATE Data Science and ArtificiaI Intelligence 2025. Specially curated by experts, our courses in Machine Learning and Artificial Intelligence are your gateway to academic excellence. Fast-track your career and unleash your potential - Enroll now!

course duration26 Weeks
interested count31k+ interested Geeks
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For further queries reach us via Call/WhatsApp at: +91-9266851324

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Course Overview

Course Features

  • Expert mentors have curated an in-depth coverage of all GATE subjects.
  • The course includes detailed strategies to approach and excel in the GATE exam.
  • You will learn quick tips and effective tricks to solve problems efficiently.
  • Extensive practice sessions are provided to enhance your problem-solving skills.
  • The course is designed to strengthen your understanding of fundamental concepts.
  • There is thorough coverage of the entire GATE syllabus to ensure comprehensive preparation.

Exclusive Resources

  • Access to comprehensive and easy-to-understand e-study materials.
  • Interactive doubt-solving sessions to clarify your queries in real-time.
  • Regular quizzes and assignments to track your progress and reinforce learning.
  • Detailed solutions and explanations for previous years' GATE questions.

Additional Benefits

  • Attend classes from anywhere, at your convenience.
  • Engage in live doubt sessions where you can clear your doubts without hesitation.
  • Suitable for aspirants at any stage of their preparation, ensuring a well-rounded approach.

Beneficial in Preparation for:

  • GATE DA
  • ESE
  • PGEE
  • ISRO
  • BARC

Goals and Outcomes

  • Gain the confidence and skills needed to tackle the GATE exam effectively.
  • Aim for top All India Ranks and secure admission to prestigious institutions.
  • Open doors to dream institutions and organizations with a strong GATE score.

Enrollment

  • Join our course today and take the first step towards acing the GATE exam.
  • Receive ongoing support and guidance throughout your preparation journey.
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Course Content

01Probability and Statistics
  • Counting (Permutations and Combinations)
  • Probability Axioms
  • Sample Space, Events
  • Independent Events, Mutually Exclusive Events
  • Marginal, Conditional, and Joint Probability
  • Bayes' Theorem
  • Conditional Expectation and Variance
  • Mean, Median, Mode, and Standard Deviation
  • Correlation and Covariance
  • Random Variables
  • Discrete Random Variables and Probability Mass Functions
  • Uniform, Bernoulli, Binomial Distribution
  • Continuous Random Variables and Probability Distribution Functions
  • Uniform, Exponential, Poisson, Normal, Standard Normal Distributions
  • t-Distribution, Chi-Squared Distributions
  • Cumulative Distribution Function
  • Conditional Probability Density Function
  • Central Limit Theorem
  • Confidence Interval
  • z-Test, t-Test, Chi-Squared Test
02Linear Algebra
  • Vector Space
  • Subspaces
  • Linear Dependence and Independence of Vectors
  • Matrices
  • Projection Matrix
  • Orthogonal Matrix
  • Idempotent Matrix
  • Partition Matrix and their Properties
  • Quadratic Forms
  • Systems of Linear Equations and Solutions
  • Gaussian Elimination
  • Eigenvalues and Eigenvectors
  • Determinant
  • Rank
  • Nullity
  • Projections
  • LU Decomposition
  • Singular Value Decomposition
03Calculus and Optimization
  • Functions of a Single Variable
  • Limit
  • Continuity
  • Differentiability
  • Taylor Series
  • Maxima and Minima
  • Optimization Involving a Single Variable
04Programming, Data Structures, and Algorithms
  • Programming in Python
  • Basic Data Structures
    • Stacks
    • Queues
    • Linked Lists
    • Trees
    • Hash Tables
  • Search Algorithms
    • Linear Search
    • Binary Search
  • Basic Sorting Algorithms
    • Selection Sort
    • Bubble Sort
    • Insertion Sort
  • Divide and Conquer
    • Mergesort
    • Quicksort
  • Introduction to Graph Theory
    • Basic Graph Algorithms
    • Traversals
    • Shortest Path
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Reviews and Ratings

Yuvraj Gupta
Yuvraj Gupta
Placed at Veersa Technologies
The course helped me progress from the basics to an intermediate level in machine learning, providing a solid foundation and equipping me with essential skills to further explore the field.

Reviews and Ratings

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koustubh
GATE AIR 3397
Finding excellent articles elucidating fundamental Gate exam concepts was pivotal for my success. Staying composed throughout the preparation journey was essential. These resources provided clarity, instilled confidence, and ultimately contributed to my achievement in the exam. Highly recommended for aspirants seeking effective study materials.
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Daram Vishnu Vardhan
GATE AIR 2340
GFG notes were instrumental in my success. Their concise yet comprehensive content made studying efficient and effective. I found clarity on complex topics, boosting my understanding and confidence. Grateful for such invaluable resources.
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Abhishek Saini
Placed at Carelon Global
Thanks to this course, I gained a deep understanding of Python, data analysis, and machine learning, including essential concepts like Deep Learning, NLP, and machine learning algorithms. GFG's weekly doubt support was invaluable in helping me grasp these complex topics systematically, as I could ask questions and receive clear explanations from experienced instructors.
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Satti Satya Reddy
Placed at SHIPGLOBAL
The "Complete Machine Learning and Data Science Program" offered a robust and thorough foundation in both the theoretical and practical aspects of machine learning and data science. Covering essential topics such as data preprocessing, model selection, and evaluation, the course provided a deep understanding of the core principles that drive machine learning algorithms. Through practical exercises and projects, I was able to apply this theoretical knowledge to real-world datasets, significantly enhancing my problem-solving skills and familiarity with tools like Python, TensorFlow, and sci-kit-learn. The program also explored advanced topics such as Support Vector Machines, Tree Models, and Advanced Regression, equipping me with the expertise to address complex machine-learning challenges. The knowledge and skills I gained have not only prepared me for roles in data science and machine learning but have also improved my competitiveness in the job market.
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Saransh Bangar
Placed at Fuelemy
The Data Science course was extremely helpful, the concepts were explained in a very easy to understand way by the teachers. They used both laptops and whiteboards for better understanding of the students.
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Harsh
Placed at Marvell
In this course I was able to understand all the concepts clearly and also I did projects which helped me to get hands on practice on language and tools.
user profile
koustubh
GATE AIR 3397
Finding excellent articles elucidating fundamental Gate exam concepts was pivotal for my success. Staying composed throughout the preparation journey was essential. These resources provided clarity, instilled confidence, and ultimately contributed to my achievement in the exam. Highly recommended for aspirants seeking effective study materials.

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