PinnedAlex PunneninBetter MLExploring Large Language ModelsLanguage Understanding, Task Generalization, Causal Reasoning, Explainability/Hallucinations, Quantisation, Fine-Tuning via Instruct…34 min read·Sep 4, 2023----
PinnedAlex PunneninBetter MLImage pre-processing for TF Serving via OpenCV, Pillow, TensorFlow tf.image.decode*Example Input Images10 min read·Mar 29, 2019--1--1
PinnedAlex PunneninBetter SoftwareOptimizing any TensorFlow model using TensorFlow Transform Tools and using TensorRTModel Optimization and reducing precision from FP32 to FP 16 for speedup and reducing graph size.19 min read·Apr 25, 2019--3--3
PinnedAlex PunnenBackpropagation Deep DiveBack Propagation with Softmax output and CrossEntropy Loss9 min read·Feb 26, 2022----
PinnedAlex PunneninBetter SoftwareFrom Data Warehouse to Data Lake to Data LakehouseWhat’s for what, what you need, and what are the advantages and limitations14 min read·Jul 4, 2022--4--4
Alex PunneninBetter InvestingSmall and Mid-Cap Meltdown in the Stock MarketMarch 2024 — Indian Stock Markets6 min read·Mar 24, 2024----
Alex PunneninBetter MLExplaining Neural Network as Simple as Possible — Gradient DescentSlope, Gradients, Jacobian,Loss Function and Gradient Descent15 min read·Mar 9, 2024----
Alex PunneninBetter MLExplaining Neural Network as Simple as Possible —The PerceptronVectors, Matrices, the Dot Product and the earlier Neural Network — The Perceptron12 min read·Feb 25, 2024--2--2
Alex PunneninalexpunnenMeditation my first weekWell, I stumbled on meditation a few weeks before my 46th birthday. So yes I started too late and no, I know nothing.4 min read·Nov 4, 2023----
Alex PunneninalexpunnenLet’s remember Edith Cavell TodayThe novelty of everything wears off fast in these times; the war in Ukraine and Russia is headlines no more. Though it is still very fresh…1 min read·Nov 4, 2023----