Kunal BhashkarML Model in Production: Real-world example of End-to-End ML Pipeline with TensorFlow Extended (TFX)…Google Cloud Platform (GCP), TensorFlow Extended (TFX), Cloud Build, Cloud Storage, Cloud Functions, MLFlow, Vertex AI Pipeline, AI…43 min read·Mar 29, 2022----
Kunal BhashkarMLOps on GCP — Understand basic ML Workflow Management up-to Production-ReadyMLOps, CI/CD Pipeline, GCP, Kubeflow, Kubernates, Jenkins, TFX, MLFlow13 min read·Oct 17, 2021--2--2
Kunal Bhashkar“SparkTorch” A High-Performance Distributed Deep Learning Library: Step-by-Step Training of PyTorch…Distributed Computing, Apache Spark, Apache Hadoop Map Reduce, Apache Hadoop YARN, HDFS, SparkTorch, PyTorch30 min read·Aug 2, 2021----
Kunal BhashkarDistributed Unsupervised Deep Learning: Real-Time Financial Fraud detection using AI Pipeline for…Distributed Processing, Apache Spark, Spark DataFrame , Spark RDD, ML Pipeline, Task scheduling, BigDL, Analytic zoo, Model quantisation…75 min read·Apr 26, 2021--1--1
Kunal BhashkarDeep Learning OCR: Deep Learning Algorithm and Robotics Process Automation(RPA) to Extract and…Word Embedding, Bounding Box, Data Augmentation, Instance and Semantic Segmentation, YOLO, YOLOv2 and YOLOv3 , Darknet, R-CNN, Mask…39 min read·Jun 28, 2020--3--3
Kunal BhashkarFace Recognition: Real-Time Webcam Face Recognition System using Deep Learning Algorithm and…Tensorflow, Deep CNN, Working of Face Recognition, Multi-task learning networks, Joint alignment-representation networks,Variational…35 min read·Apr 21, 2020--3--3
Kunal BhashkarPytorch Tutorial from Basic to Advance Level: A NumPy replacement and Deep Learning Framework that…Basics of PyTorch, Tensors, Variable, CPU vs GPU, Computational Graph: Numpy vs Pytorch,Module,CUDA Tensors, Autograd ,Converting NumPy…45 min read·Apr 11, 2020----
Kunal BhashkarImage Classification API Creation using Tensorflow, Flask, MongoDBTensorflow, Deep Convolution Neural Network, Flask, Flask Restful API, Middleware, Decorators, URL Converters, Token-Based Authentication…29 min read·Apr 5, 2019----
Kunal BhashkarSpelling Correction Using Deep Learning: How Bi-Directional LSTM with Attention Flow works in…Tensorflow, Sequence to Sequence Model, Bi-directional LSTM, Multi-Head Attention Decoder, Bahdanau Attention, Bi-directional RNN, Encoder…23 min read·Feb 14, 2019--3--3
Kunal BhashkarConversational AI Chatbot using Deep Learning: How Bi-directional LSTM, Machine Reading…keywords: NLU, NLG, Word Embedding, RNN, Bi-directional LSTM, Generative Adversarial Network, Machine Reading Comprehension, Transfer…59 min read·Jan 13, 2019--6--6