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The Complete Neural Networks Bootcamp: Theory, Applications
by Fawaz Sammani- 4.6
37.5 hours on-demand video
Master Deep Learning and Neural Networks Theory and Applications with Python and PyTorch! Including NLP and Transformers This course is a comprehensive guide to Deep Learning and Neural Networks. In this section, we will introduce the famous loss functions that are used in Deep Learning and Neural Networks. We will walk through when to use them and how they work....
$14.99
AI Workflow: AI in Production
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
Approx. 17 hours to complete
Deploy a simple UI to integrate the ML model, Watson NLU, and Watson Visual Recognition Use IBM Watson OpenScale to assess bias and performance of production machine learning models. Feedback loops and Monitoring Feedback Loops and Unit Testing Feedback Loops and Unit Tests Review of Course 3: Feature Engineering and Bias Detection...
Supervised Learning: Classification
by Mark J Grover , Miguel Maldonado- 4.9
Approx. 11 hours to complete
You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. Confusion Matrix, Accuracy, Specificity, Precision, and Recall Boosting and Stacking Boosting and Stacking Demo Upsampling and Downsampling Modeling Approaches: Weighting and Stratified Sampling Modeling Approaches: Random and Synthetic Oversampling...
Supervised Machine Learning: Classification
by Mark J Grover , Miguel Maldonado- 4.9
Approx. 11 hours to complete
You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. Confusion Matrix, Accuracy, Specificity, Precision, and Recall Boosting and Stacking Boosting and Stacking Demo Upsampling and Downsampling Modeling Approaches: Weighting and Stratified Sampling Modeling Approaches: Random and Synthetic Oversampling...
Computational Neuroscience
by Rajesh P. N. Rao , Adrienne Fairhall- 4.6
Approx. 26 hours to complete
This course provides an introduction to basic computational methods for understanding what nervous systems do and for determining how they function. We will explore the computational principles governing various aspects of vision, sensory-motor control, learning, and memory. 1 Neural Decoding and Signal Detection Theory 3 Sparse Coding and Predictive Coding Gradient Ascent and Descent (by Rich Pang)...
Android Game Development - Create Your First Mobile Game
by Sandip Bhattacharya- 4.4
3 hours on-demand video
Learn Android Game Development with Android Studio and Java by making a complete Flappy Bird game in SurfaceView I'll solve your coding problems or any feature that you want to implement so that you can have an enjoyable learning experience and focus on the things that matter the most once you fully understand the overall concepts....
$12.99
Python & Machine Learning for Financial Analysis
by Dr. Ryan Ahmed, Ph.D., MBA- 4.5
23 hours on-demand video
Master Python Programming Fundamentals and Harness the Power of ML to Solve Real-World Practical Applications in Finance Are you ready to learn python programming fundamentals and directly apply them to solve real world applications in Finance and Banking? Master feature engineering and data cleaning strategies for machine learning and data science applications....
$17.99
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Machine Learning and AI: Support Vector Machines in Python
by Lazy Programmer Inc.- 4.6
9 hours on-demand video
Artificial Intelligence and Data Science Algorithms in Python for Classification and Regression Support Vector Machines (SVM) are one of the most powerful machine learning models around, and this topic has been one that students have requested ever since I started making courses. Polynomial Kernels, Gaussian Kernels, Sigmoid Kernels, and String Kernels...
$16.99
Microsoft SCCM Training
by Kashif Akhter- 4.6
10.5 hours on-demand video
Overview and understanding of Configuration Manager basic feature and functionality Creating and deploying Application with approval flow concepts, detection method and deployment requirement Viewing Log files, Monitoring and Troubleshooting Software Updates Viewing Log files, Monitoring and Troubleshooting Windows Operating System Deployment Overview And Configuring System Center Endpoint Protection using Configuration Manager (SCCM) Configure compliance detection and remediation method through SCCM ...
$18.99
Clinical Kidney, Pancreas and Islet Transplantation
by Marlies Reinders , Frans Claas , Cees van Kooten , Sebastiaan Heidt , Volkert Huurman , Hans de Fijter , Eelco de Koning , Andre Baranski , Ton Rabelink , Aiko de Vries , Jan Nico Bouwes Bavinck , Leo Visser , Ingeborg Bajema- 4.8
Approx. 35 hours to complete
What used to be an experimental, risky, and very limited treatment option more than 50 years ago is now routinely performed in many countries worldwide. Infections: Overview and CMV infection Infections: BK and EBV infection Late Challenges after Pancreas and Islet Transplantation Claas (LUMC) and Prof. Vaccination and Transplantation Skin Diseases after Transplantation and Dermatological Aftercare...