Python – Data Processing

Students who have high school knowledge in mathematics and who want to start learning Deep Learning File Size: 896.92 MBPurchase Python – Data Processing courses at here with PRICE $194 $38Python – Data ProcessingWhat you’ll learnUnderstand the intuition behind Artificial Neural NetworksBuild Deep Learning ModelsConvolution Neural NetworksSequence ModelsCourse contentExpand all 36 lectures02:29:53-Introduction09:34Applications of Deep LearningPreview05:12What is Deep Learning?Preview01:36Why Deep Learning?Preview01:08Why now?Preview01:38-Fundamentals04:13Hello World of Deep learningPreview01:14Dataset and Features01:09Classification01:50-Neural Networks36:59Get Python – Data Processing downloadPerceptron12:13Sigmoid Function06:39Softmax Function05:27One Hot Encoding03:56Activation Functions04:50Logic Gates and XOR Problem03:54-Training Neural Networks51:02Cross Entropy06:19Loss Optimization03:24Gradient Descent12:10Non Linear Models03:20Feed Forward03:00Backward Propagation02:18Overfitting problem04:42Early Stopping05:57Regularization04:26Drop out01:23Vanishing Gradient Problem04:03-Convolution Neural Networks32:32Need for feature extraction05:18Preprocessing01:39Convolution Operation21:10Pooling Layer04:25FlatteningProcessing..-Sequence Models15:33Recurrent Neural Networks05:05LSTMs03:08Architecture of LSTMs01:20Forget Gate02:41Learn Gate01:47Remember Gate00:38Use Gate00:54RequirementsJust some high school mathematicsBasic linear algebra and calculusInterested in the field of Machine Learning and Deep Learning? Then this course is for you!This course is designed in a very simple and easily understandable content.You might have seen lots of  buzz on deep learning and you want to figure out where to start and explore.This course is designed exactly for people like you!If basics are strong, we can do bigger things with ease.My focus in this course is to build complicated things starting from very basicsIn this course, I will cover the following thingsSession 1 – Introductory material on Deep learning, its applications and significance.Session 2 –  Introduces the fundamental building block of deep learningSession 3 – Logistic Regression, Activation Functions, Perceptron, One Hot Encoding, XOR problem and Multi-Layer Perceptron modelsSession 4 – Training of Neural Networks: Cross Entropy, Loss Function, Gradient descent Algorithm, Non-Linear Models, Feed Forward, Backward propagation, Overfitting problem, Early stopping, Regularization, drop out and Vanishing Gradient problem.Session 5 – Convolution Neural Networks:  Feature Extraction, Convolution Layer, Pooling Layer, Relu, Flattening and Deep Convolution Neural Networks.Session 6 – Sequence Models: Recurrent Neural Networks, LSTMsAre there any course requirements or prerequisites?Just some high school mathematics level.Who this course is for:Anyone interested in Machine Learning and Deep LearningStudents who have high school knowledge in mathematics and who want to start learning Deep LearningAny intermediate level people who know the basics of machine learning, who want to learn more advanced topics like deep learningAny students in college who want to start a career in Data ScienceAny data analysts who want to level up in Machine Learning and Deep LearningAny people who are not satisfied with their job and who want to become a Data ScientistAny people who want to create added value to their business by using powerful Learning toolsBuild a foundation on the principles of Deep Learning to understand the latest trendsWho this course is for:Anyone interested in Machine Learning and Deep LearningStudents who have high school knowledge in mathematics and who want to start learning Deep LearningAny intermediate level people who know the basics of machine learning, who want to learn more advanced topics like deep learningAny students in college who want to start a career in Data ScienceAny data analysts who want to level up in Machine Learning and Deep LearningAny people who are not satisfied with their job and who want to become a Data Scientist.Any people who want to create added value to their business by using powerful Learning tools.Build a foundation on the principles of Deep Learning to understand the latest trendsGet Python – Data Processing downloadPurchase Python – Data Processing courses at here with PRICE $194 $38