Machine Learning with Python A MaThematical Perspective

57 Views | 0 Comments | Posted in: Tutorials
05
November
2023

Machine Learning with Python A MaThematical Perspective


Machine Learning with Python A Mathematical Perspective
Language: English | Size:7.15 GB
Genre:eLearning


Files Included :

1 Introduction and Configuration.mp4 (227.04 MB)
MP4
10 Perceptron Training Prediction.mp4 (284.53 MB)
MP4
11 Perceptron Decision Boundaries.mp4 (426.4 MB)
MP4
12 Adaptive linear neurons and the convergence of learning.mp4 (245.14 MB)
MP4
13 Adaptive linear neurons and the convergence of learning.mp4 (347.45 MB)
MP4
2 The three different types of machine learning.mp4 (277.95 MB)
MP4
3 Supervised Machine Learning Classification and Regression.mp4 (273.01 MB)
MP4
4 Unsupervised Machine Learning Reinforcement Learning.mp4 (151.48 MB)
MP4
5 Introduction to the basic terminology, notations and roadmap.mp4 (231.14 MB)
MP4
6 Training Simple Machine Learning Algorithms for Classification.mp4 (216.49 MB)
MP4
7 Implementing a perception learning algorithm in Python.mp4 (118.51 MB)
MP4
8 Implementing a perceptron learning algorithm in Python.mp4 (276.31 MB)
MP4
9 Training a perceptron model on the Iris dataset.mp4 (271.8 MB)
MP4
1 First steps with scikit-learn – training a perceptron.mp4 (381.64 MB)
MP4
2 Modeling class probabilities via logistic regression.mp4 (205.59 MB)
MP4
3 Maximum margin classification with support vector machines.mp4 (148.88 MB)
MP4
4 Solving nonlinear problems using a kernel SVM.mp4 (151.75 MB)
MP4
5 Decision tree learning.mp4 (179.12 MB)
MP4
6 K-nearest neighbors – a lazy learning algorithm.mp4 (180.13 MB)
MP4
1 Predicting Continuous Target Variables with Regression Analysis.mp4 (96.1 MB)
MP4
2 Exploring the Housing dataset.mp4 (112.44 MB)
MP4
3 Visualizing the important characteristics of a dataset.mp4 (187.56 MB)
MP4
4 Implementing an ordinary least squares linear regression model.mp4 (194.3 MB)
MP4
5 Estimating the coefficient of a regression model via scikit-learn.mp4 (60.74 MB)
MP4
6 Fitting a robust regression model using RANSAC.mp4 (132.91 MB)
MP4
7 Evaluating the performance of linear regression models.mp4 (228.82 MB)
MP4
8 Using regularized methods for regression.mp4 (132.1 MB)
MP4
9 Turning a linear regression model into a curve – polynomial regression.mp4 (183.51 MB)
MP4
1 Dealing with nonlinear relationships using random forests.mp4 (179.33 MB)
MP4
2 Working with Unlabeled Data – Clustering Analysis.mp4 (239.71 MB)
MP4
3 Organizing clusters as a hierarchical tree.mp4 (205.47 MB)
MP4
4 Locating regions of high density via DBSCAN.mp4 (144.52 MB)
MP4
1 Modeling complex functions with artificial neural networks.mp4 (209.79 MB)
MP4
2 Classifying handwritten digits.mp4 (82.09 MB)
MP4
3 Training an artificial neural network.mp4 (194.31 MB)
MP4
4 About the convergence in neural networks.mp4 (55.51 MB)
MP4
5 Parallelizing Neural Network Training with TensorFlow.mp4 (89.3 MB)
MP4






Note:
Only Registed user can add comment, view hidden links and more, please register now
At 0dayhome.net, you'll find a vast collection of educational and informative tutorials to help you enhance your skills and knowledge in various fields. Our tutorials section serves as a valuable resource for beginners and experts alike, providing step-by-step guides, tips, and tricks on subjects such as technology, design, programming, photography, and much more. Whether you're looking to expand your professional repertoire or simply indulge in a new hobby, 0dayhome.net has got you covered. Why choose 0dayhome.net for all your tutorial needs? Here are a few reasons: Diverse Topics: Our platform offers a diverse range of tutorials, catering to various interests and skill levels. From learning the basics of coding to mastering advanced graphic design techniques, our tutorials cover it all. Easy-to-Follow Guides: We understand the importance of clear and concise instructions. Our tutorials are meticulously crafted with simplicity in mind, allowing you to easily grasp complex concepts and apply your newfound knowledge. Comprehensive Content: Whether you're a beginner seeking introductory tutorials or an expert looking for advanced techniques, our comprehensive collection has tutorials for every level of expertise. Take your skills to the next level with 0dayhome.net . Regular Updates: We frequently update our tutorials section, ensuring that you have access to the latest trends and techniques in your chosen field. Stay ahead of the curve and expand your knowledge with our up-to-date content. Community Engagement: Join our thriving community of learners and experts to connect, share insights, and seek guidance. Interact with fellow enthusiasts, exchange ideas, and strengthen your skills through collaboration. Free Access: Yes, you read it right! 0dayhome.net offers free access to its tutorials section. Learn and grow without any financial constraints. So, whether you're an aspiring programmer, a budding designer, or simply curious about exploring new subjects, 0dayhome.net tutorials are your go-to resource. Visit our website today and embark on a journey of continuous learning and improvement.
все шаблоны для dle на сайте шаблоны dle 11.2 скачать