12 Nov Machine Learning Overview Where to Get Data for Machine Learning and Deep Learning Model Creation – day 8 November 12, 2024 By ingoampt Where to Get Data for Machine Learning and Deep Learning Model Creation body { font-family: Arial, sans-serif;... Continue reading
05 Nov Machine Learning Overview Fine-Tuning in Deep Learning with a practical example – day 6 November 5, 2024 By ingoampt Understanding Fine-Tuning in Deep Learning body { font-family: Arial, sans-serif; color: #000000; ... Continue reading
15 Oct deep learning 2024 - 2025 Mastering NLP: Unlocking the Math Behind It for Breakthrough Insights with a scientific paper study – day 71 October 15, 2024 By ingoampt Understanding NLP and the Math Behind It What is NLP and the Math Behind It? Understanding Transformers and Deep Learning in NLP In... Continue reading
26 Sep Machine Learning Overview Understanding Recurrent Neural Networks (RNNs) – part 2 – day 56 September 26, 2024 By ingoampt Understanding Recurrent Neural Networks (RNNs): A Deep Dive into Sequential LearningRecurrent Neural Networks (RNNs) are a class of neu... Continue reading
18 Sep Machine Learning Overview Deep Learning types and Best to Learn in 2024 as an iOS Developer – day 52 September 18, 2024 By ingoampt Best Deep Learning Model to Learn in 2024 as an iOS Developer body {<br /> font-family: Arial, sans-s... Continue reading
13 Sep Machine Learning Overview DropOut and Monte Carlo Dropout (MC Dropout)- day 48 September 13, 2024 By ingoampt Understanding Dropout in Neural Networks with a Real Numerical ExampleIn deep learning, overfitting is a common problem where a model p... Continue reading
13 Sep Machine Learning Overview DropOut and Monte Carlo Dropout (MC Dropout)- day 48 September 14, 2024 By ingoampt Understanding Dropout in Neural Networks with a Real Numerical ExampleIn deep learning, overfitting is a common problem where a model p... Continue reading
12 Sep Machine Learning Overview Understanding Regularization in Deep Learning – day 47 September 12, 2024 By ingoampt Understanding Regularization in Deep Learning Understanding Regularization in Deep Learning – A Mathematical and Practical Approach ... Continue reading
10 Sep Machine Learning Overview Learning rate – part 4- 1-Cycle Scheduling, exponential decay and Cyclic Exponential Decay (CED) – day 45 September 11, 2024 By ingoampt Advanced Learning Rate Scheduling Methods for Machine Learning Advanced Learning Rate Scheduling Methods for Machine Learning: A Det... Continue reading
08 Sep Machine Learning Overview Theory Behind 1Cycle Learning Rate Scheduling and Learning Rate Schedules – Day 43 September 11, 2024 By ingoampt The 1Cycle Learning Rate Policy: Accelerating Model Training in 2024 body { font-family: Arial, sans-serif; ... Continue reading