Knoldus Blogs

TensorFlow Graphics: A small introduction to the graphical world

March 29, 2022March 29, 2022AI, pythonAI, ml, TensorFlow

Reading Time: 2 minutes In this blog we will see the use of TensorFlow graphics on three dimensional objects. So what is computer graphics? Computer Graphics is a sub-field of computer science which studies methods for digitally synthesising and manipulating visual content. Today Computer graphics is a core technology used in films, games, videos, phones, computer display etc. It has evolved overs the years, today you can make amazing Continue Reading

K-Means-Algorithm

September 15, 2021September 15, 2021ML, AI and Data Engineering, MLOpsK-Means, K-Means Clustering, ml, MLOps, Unsupervised Learning

Reading Time: 3 minutes Machine Learning has gained popularity in the last couple of years and has witnessed an exponential rise in its usage. It gives a computer/machine to act without being explicitly programmed. Unsupervised learning is a technique to model the underlying structure or distribution in the data. It enables us to learn more about the data without providing any pre-assigned labels or scores for the training data. Continue Reading

Loading JSON data into Snowflake

December 15, 2020December 15, 2020AWS, Big Data and Fast Data, Cloud, Database, SnowflakeAI and Data Engineering, Analytics, AWS, Big Data and Fast Data, Cloud, Database, ml, snowflake, snowsql, sql

Reading Time: 4 minutes Have you ever faced any use case or scenario where you’ve to load JSON data into the Snowflake? We better know JSON data is one of the common data format to store and exchange information between systems. JSON is a relatively concise format. If we are implementing a database solution, it is very common that we will come across a system that provides data in Continue Reading

Data processing using ML Supervised classification algorithm to find accuracy

May 16, 2019May 16, 2019ML, AI and Data Engineering, pythonml, pandas, python, scikit

Reading Time: 5 minutes Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it to learn for themselves. Type of machine learning Supervised learning Unsupervised Learning Reinforcement Learning In Supervised Learning, algorithms learn from labeled data. After understanding Continue Reading

MachineX: Logistic Regression with KSAI

September 10, 2018Artificial intelligence, ML, AI and Data Engineering, software, Studio-ScalaAI, Artificial intelligence, Classification, learning, logistic regression, Machine Learning, ml, opensource, programming, technology

Reading Time: 2 minutes Logistic Regression, a predictive analysis, is mostly used with binary variables for classification and can be extended to use with multiple classes as results also. We have already studied the algorithm in deep with this blog. Today we will be using KSAI library to build our logistic regression model. Setup

MachineX: Improve accuracy of your ML models before even writing them

April 8, 2018July 19, 2018ML, AI and Data Engineering, Studio-Scalaml

Reading Time: 3 minutes Every machine learning practitioner will agree with me when I say that one of the most important part of machine learning is preparing data for machine learning. It certainly requires some experience to properly and effectively prepare data for machine learning. Although data preparation is in itself a really big topic, today we will only be looking at a part of its process, that is Continue Reading

MachineX: Layman guide to Association Rule Learning

April 6, 2018July 19, 2018ML, AI and Data Engineering, Studio-Scalaassocation rule learning, Machine Learning, ml

Reading Time: 6 minutes Association rule learning is one of the most common techniques in data mining and as well as machine learning. The most common use, which I’m sure you all must be aware of, is the recommendation systems used by various e-shops like Amazon, Flipkart, etc. Association rule learning is a technique to uncover the relationship between various items, elements, or more generally, various variables in a Continue Reading

Introduction to Machine Learning

August 7, 2017September 5, 2018ML, AI and Data Engineering, Studio-Scalaintroduction to machine learning, Machine Learning, machine learning basics, ml

Reading Time: 2 minutes Before jumping directly into what is Machine Learning lets starts with the meaning of individual words i.e. What is Machine and What is Learning. A machine is a tool containing one or more parts that transform energy. Machines are usually powered by chemical, thermal, or electrical means, and are often motorized. Learning is the ability to improve behaviour based on Experience. What is Machine Learning? Continue Reading