How to do Time-Series Cross-Validation in Machine Learning
How to do Time-Series Cross-Validation in Machine Learning is a short video to discuss the possibility and method used for Time-Series model cross-validation. Happy Learning !!
March 3, 2023
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Nested vs Non-nested Cross-Validation in Machine Learning
Nested vs Non-nested Cross-Validation in Machine Learning is a short video to discuss the difference between the Cross-Validation techniques such as Nested vs Non-nested in Machine Learning. Happy Learning !!
Top 10 Skills Needed for a Machine Learning and Data Science Career
Top 10 Skills Needed for a Machine Learning and Data Science Career is a short video to discuss the 10 best skills needed for Machine Learning and Data Science Career. Happy Learning !!
Thonny is a Simple Python IDE for Beginners
Thonny is a Simple Python IDE for Beginners is a short video to discuss the top 10 features of Thonny. Although Thonny is very suitable for beginners, it has several useful features that make it a good IDE for full-fledged Python development. Thonny is included by default in the Raspberry Pi OS Happy Learning !!
Top 10 Types of Cross-Validation in Machine Learning
Top 10 Types of Cross-Validation in Machine Learning is a short video to discuss various types of cross-validation techniques in machine learning and how they are different. The following types of cross-validations are discussed in this video: Leave-one-out cross-validation 2. Leave-p-out cross-validation 3. K-fold cross-validation 4. Stratified k-fold cross-validation 5. Holdout Cross-Validation 6. Repeated Random Sub-sampling Cross-Validation 7. Exhaustive cross-validation 8. Non-exhaustive…
Reduce Computational Complexity of Self Attention Transformers Deep Learning Models
Reduce the Computational Complexity of Self Attention Transformers Deep Learning Models is a short video to discuss what can be done to Reduce the Computational Complexity of Self Attention Transformers Deep Learning Models. It can also be used as a Machine Learning Interview Question. Happy Learning !!
A/B Testing in Statistics and Data Science vs Machine Learning
A/B Testing in Statistics and Data Science vs Machine Learning is a short video to compare the A/B Test and Machine Learning and how they are related to each other. Happy Learning !!
When to use Machine Learning to do an A/B test
When to use Machine Learning to do an A/B test is a short video to discuss the possible scenario where we should do the A/B test using Machine Learning. Happy Learning !!
Why do we need Computational Graphs in TensorFlow?
Why do we need Computational Graphs in TensorFlow is a short video to explain the need for Computational Graphs in TensorFlow in a question-answer format. This can be used as a Machine Learning Interview question. Happy Learning !!
Why Deep Learning Compilers like TensorFlow XLA TVM is required?
Why Deep Learning Compilers like TensorFlow XLA TVM is needed is a short video to discuss that to alleviate the burden of optimizing the deep learning models on each deep learning hardware manually, the deep learning engineers use the DL compilers. Happy Learning !!