Aleema ParakattaEmpowering Change: The Significance of 80G and 12A Certificates for NGOs in IndiaIn a diverse and multifaceted nation like India, the role of non-governmental organizations (NGOs) is paramount. These organizations…Oct 21, 2023Oct 21, 2023
Aleema ParakattaVAE v/s GAN — A case studyDeep learning is a field that focuses on creating neural networks with multiple layers to uncover hidden patterns and representations in…Jun 15, 2023Jun 15, 2023
Aleema ParakattaContent Addressable Memory (CAM) using Hopfield Network in PythonContent Addressable Memory is a memory that can be accessed by content and not by the address. A CAM recalls data based on the input that…Feb 12, 2023Feb 12, 2023
Aleema ParakattaSteepest descent search with exact gradient information — Derivation and ConvergenceSteepest descent search is a straightforward method to find the Wiener solution 𝑤 , through iterative update of weights. It uses exact…Feb 12, 2023Feb 12, 2023
Aleema ParakattaRadial Basis FunctionRadial basis function is derived from Cover’s Theorem of Separability of Patterns : “A complex pattern classification problem, cast in a…Feb 12, 2023Feb 12, 2023
Aleema ParakattaTypes of Learning in Neural NetworksWhen a Neural Network system learns, it generates an internal model of the sampled data. These models are represented in terms of…Jan 5, 2023Jan 5, 2023
Aleema ParakattaSupport Vector Machines — a derivative approachSVM has a firm founding in the VC theory of statistical learning and essentially implements Structural Risk Management.Jan 4, 2023Jan 4, 2023
Aleema ParakattaVapnik — Chervonenkis Dimension (VC dimension) and structural riskWe talked about Statistical learning theory previously.Jan 2, 2023Jan 2, 2023
Aleema ParakattaStatistical learning theory and empirical rLearning from examples and generalization.Jan 2, 2023Jan 2, 2023
Aleema ParakattaAGILE vs WATERFALLIn order to understand the differences between the two, let’s look at each of them individually.Dec 17, 2022Dec 17, 2022
