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11 Jun
By Rahul Aggarwal

Computer Vision : Latest Usecases and Innovations (as of Year 2023)

Computer Vision and Image Processing 2023 …

Continue reading…Computer Vision : Latest Usecases and Innovations (as of Year 2023)

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26 Apr
By Rahul Aggarwal

NLP Basics

NLP …

Continue reading…NLP Basics

18 Jul
By Rahul Aggarwal

Natural Language Processing (NLP)

NLP …

Continue reading…Natural Language Processing (NLP)

10 Jul
By Rahul Aggarwal

BI Tools | Data Visualization Software (2023)

BI Tools | Data Visualization Software (2023) …

Continue reading…BI Tools | Data Visualization Software (2023)

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8 May
By Rahul Aggarwal

Building Our First ChatBot

There are different approaches to building a ChatBot: ChatGPT Its a chatbot built by OpenAI using GPT Model (i.e. Transformer Based Neural Network) You can get a List of ChatBots

Continue reading…Building Our First ChatBot

23 Jan
By Rahul Aggarwal

Time Series : Analysis and Forecasting

Time Series Data is the one that have Date Time as key feature to it. Along with that we can have another variable that is to be predicted (i.e. Target

Continue reading…Time Series : Analysis and Forecasting

16 Aug
By Rahul Aggarwal

Association Rule Mining

ARM (Association Rule Mining) is an UnSupervised ML Model that’s used to find the associations present between different instances/objects. Its widely used in the Retail Industry for Market Basket Analysis

Continue reading…Association Rule Mining

15 Aug
By Rahul Aggarwal

Recommender Systems

Recommender Systems are used by many organizations to recommend/suggest useful content to their customers based on their features and preferences. e.g. Movie recommendations by Netflix, Amazon Prime and Hotstar Ads

Continue reading…Recommender Systems

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15 Aug
By Rahul Aggarwal

Clustering Models

15 Aug
By Rahul Aggarwal

Dimensionality Reduction

Major Algorithms for Dimensionality Reduction are: Linear Methods: PCA (Principal Component Analysis) Eigen Decomposition SVD (Singular Value Decomposition) NMF (Non-Negative Matrix Factorization) ICA (Independent Component Analysis) LDA (Linear Discriminant Analysis)

Continue reading…Dimensionality Reduction

13 Aug
By Rahul Aggarwal

UnSupervised Machine Learning

Here we only have Features but don’t have any Target column in our dataset, hence its known as UnSupervised ML. It’s more complex as compared to Supervised ML, and also

Continue reading…UnSupervised Machine Learning

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We offer courses in Data Engineering and AI-ML Engineering.
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