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GATE Data Science and Artificial Intelligence 2025
Live Course
31k+ 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!
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.
Read more
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
Upcoming Batches
Batch
Mentor
STARTING FROM
TIMINGS
Reviews and Ratings
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
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.
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.
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.
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.
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.
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.
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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