Search result for Gradient descent Online Courses & Certifications
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Data Analysis: Statistical Modeling and Computation in Applications
by Stefanie Jegelka , Caroline Uhler , Karene Chu- 0.0
15 Weeks
This course will start with a review of common statistical and computational tools such as hypothesis testing, regression, and gradient descent methods....
$300
Foundations of Data Science
by Dinesh Kumar- 0.0
7 Weeks
We will discuss important optimization techniques, and algorithms such as Gradient Descent, that play an important role in AI and ML model development....
$149
Prediction and Control with Function Approximation
by Martha White , Adam White- 4.8
Approx. 22 hours to complete
We conclude this course with a deep-dive into policy gradient methods; a way to learn policies directly without learning a value function. -Understand objectives for directly estimating policies (policy gradient objectives) -Implement a policy gradient method (called Actor-Critic) on a discrete state environment Introducing Gradient Descent Gradient Monte for Policy Evaluation Gradient Descent for Training Neural Networks...
AWS SageMaker Practical for Beginners | Build 6 Projects
by Dr. Ryan Ahmed, Ph.D., MBA- 4.6
14.5 hours on-demand video
AWS services and algorithms: Amazon SageMaker, Linear Learner (Regression/Classification), Amazon S3 Storage services, gradient boosted trees (XGBoost), image classification, principal component analysis (PCA), SageMaker Studio and AutoML....
$12.99
Deep Learning CNN: Convolutional Neural Networks with Python
by AI Sciences- 4.5
14 hours on-demand video
Stochastic Gradient Descent Mini Batch Gradient Descent Gradient descent in CNN...
$14.99
Introduction to Artificial Intelligence ( AI ) for Managers
by Kumaresan Ramanathan- 4
2 hours on-demand video
You will be able to apply these algorithms in your own projects: kNN, Stochastic Gradient Descent, Regularization, Support Vector Machines, Random Forests, Classification with Sigmoids, Multi-Layer Neural Nets, Deep Learning with Convolutional Neural Networks and Recurrent Nets, and Natural Language Processing with Word-Embeddings....
$12.99
Introduction to Deep Learning & Neural Networks with Keras
by Alex Aklson- 4.7
Approx. 8 hours to complete
Gradient Descent Vanishing Gradient...
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Python for Machine Learning and Data Mining
by CARLOS QUIROS- 3.6
12.5 hours on-demand video
- Linear and Multiple Regression- Regularization- Polynomial Regression- Logistic Regression- Cross Validation- Support Vector Machines for Regression and Classification- Decision Trees and Random Forest- KNN algorithm- GridSearchCV- Principal Component Analysis (PCA)- Linear Discriminant Analysis (LDA)- Kernel Principal Component Analysis (KPCA)- Ensemble methods- K means clustering analysis- Market Basquet Analysis- Time Series with ARIMA models- Gradient Descent- Multilayer Neural Networks...
$11.99
All-in-One:Machine Learning,DL,NLP,AWS Deply [Hindi][Python]
by Rishi Bansal- 0.0
17.5 hours on-demand video
- Minimizing Cost Function - Ordinary Least Square(OLS), Gradient Descent - Boosting - Gradient Boosting (Regression and Classification)...
$12.99
Data Science 2021: Data Science & Machine Learning in Python
by Ankit Mistry- 4.4
18.5 hours on-demand video
8) Artificial Neural Networks (ANNs): The Neuron, Activation Function, Cost Function, Gradient Descent and Back-Propagation, Building the Artificial Neural Networks, Binary Classification with Artificial Neural Networks 10) Recurrent Neural Network (RNNs): Theory behind Recurrent Neural Networks, Vanishing Gradient Problem, Working of LSTM and GRU, IMDB Review Classification with RNN - LSTM...
$11.99