Clankart Logo

Find from over 1000s of used books online

Buy Second Hand Books, Used Books Online In India

Advertisement
Want to see your books here? Have Used Books?
Make some extra cash by selling your old books for actual money in your UPI/Bank account. Go on, it's quick and easy.
Machine Learning GTU (AI&ML/AI&DS/CSE(AI&ML) - BE05000211)

Machine Learning GTU (AI&ML/AI&DS/CSE(AI&ML) - BE05000211)

₹224 ₹335
33% off

Syllabus Machine Learning - (BE05000211) Total Credits = TH / 30 Assessment Pattern and Marks Total Marks Theory Tutorial / Practical ESE (E) PA (M) PA (I) PBL (I) ESE (V) 03 70 30 20 30 50 200 Unit No. Content 1 Introduction What is Learning, Machine Learning, Comparison of machine learning with traditional programming, AI vs ML vs DL, Machine learning lifecycle, Types of machine learning: Supervised, Unsupervised and Reinforcement learning, Types of problems: Regression, Classification and Clustering, Dataset: Training, Testing, Underfitting, Overfitting, Bias-Variance Tradeoff. (Chapter - 1) 2 Supervised Learning - Regression Simple Linear regression, Multiple linear regression, Gradient Descent Algorithm, Polynomial Regression, Cost function. (Chapter - 2) 3 Supervised Learning Classification Logistic Regression, Decision Tree, CART, Support Vector machine, Nave bayes, K-NN, Dimensionality Reduction - PCA. (Chapter - 3) 4 Ensemble Learning and Model Evaluation Ensemble Methods: Bagging (Random Forest), Boosting (XGBoost), Model Evaluation and Validation: Confusion Matrix, Accuracy, Precision, Recall, ROC Curve, F1- score, Cross-validation techniques: k-fold, stratified k-fold. (Chapter - 4) 5 Unsupervised Learning Introduction of Unsupervised Learning, Application of unsupervised learning, Clustering algorithms - Partitioning Methods (k-means and k-Medoids), Hierarchical Methods (Agglomerative, Divisive), Density-based methods (DBSCAN). (Chapter - 5) 6 Advanced Topics Introduction to Neural Networks, overview of Reinforcement Learning, Components of Reinforcement learning, ML Tools: Numpy, Pandas, Tensorflow, Scikit Learn, Case Studies of Machine Learning Applications. (Chapter - 6)

9 hours ago
Advertisement
Arihant Handbook  - Physics

Arihant Handbook - Physics

₹150 ₹250
40% off

Physics of higher level has too many concept and remembering all them on tips all the time is not an easy task. Handbook of Physics is an important, useful and compact reference book suitable for everyday study, problem solving or exam revision for class XI – XII, Engineering & Medical entrances and other Competitions Aspirants. This book is a multi-purpose quick revision resource that contains almost all key notes, terms, Definitions and formulae that all students & professionals in physics will want to have this essential reference book within easy reach. Its unique format displays formulae clearly, places them in the context and crisply identifies describes all the variables involved, summary about every equation and formula that one might want while learning physics is one of the unique features of the book, a stimulating and crisp extract of fundamental physics is to be enjoyed by the beginners and experts equally. The book is best-selling from its first edition and one of the most useful books of its type. Table of contents Measurement, Vectors, Motion in a Straight Line, Projectile Motion and Circular Motion, Laws of Motion, Work, Power and Energy, Rotational Motion, Gravitation, Elasticity, Hydrostatics, Hydrodynamics, Surface Tensions, Thermometry and Calorimetry, Kinetic Theory of Gases, Thermodynamics, Transmission of Heat, Oscillations, Waves and Sound, Electrostatics, Current Electricity, Heating and Chemical Effects of Currents, Magnetic Effect of Current, Magnetism, Electromagnetic Induction, Alternating Currents, Ray Optics, Wave Optics, Electrons, Photons and X-rays, Atomic Physics, Nuclear Physics, Electronics, Electromagnetic Waves and Communication, Universe, Basic Formulae of Physics, Nobel Laureates in Physics, Famous Physicists and their Contributions.

12 hours ago
Advertisement
Advertisement
Advertisement