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Deep Learning - Neural Networks (DL001)
DSG
Deep Learning - Neural Networks (DL001)
This course is an introduction to Neural Networks which will help you know the basic architecture and learn about topics like CNN & RNN.

Topics in this course -
Neural Networks: Introduction
Perceptron/Neurons Layers
Neural Network structure
...
Deep Learning - Sequence Model & Advance NLP (DL002)
DSG
Deep Learning - Sequence Model & Advance NLP (DL002)
This course is to learn about the sequence models and concepts in deep learning which will help in solving advance NLP problems
Advanced Analytics & ML on Python - 2 (ML002)
DSG
Advanced Analytics & ML on Python - 2 (ML002)

This is the second course in the series of Advance Analytics & ML on Python. On a high level, we will cover the following techniques in this course -

1. Segmentation Techniques

2. Dimensionality reduction

3. Model Ensembles

4. Support Vector Machines...

Introduction to NLP (ML003)
DSG
Introduction to NLP (ML003)
This course is an introduction to basic concepts of NLP and its implementation in Python. The course has 3 parts -
Introduction - Definition and concepts of different techniques and terminologies used in all NLP applications
Sentiment Analysis -...
MLflow - Introduction (MLWF)
DSG
MLflow - Introduction (MLWF)
Apache Spark (SPark101)
AEG
Apache Spark (SPark101)
Introduing the most powerful data processing framework.
Intermediate Statistics (STAT 2)
DSG
Intermediate Statistics (STAT 2)
Correlation
Linear , Logistic and Time Series Regression
Cluster Analysis
Decision Tree
Factor Analysis & PCA
ML - 1 in Python (Freshers) (STAT1-clone)
BAG/ DSG
ML - 1 in Python (Freshers) (STAT1-clone)
Introduction to Statistics
Basic concepts
Probability Theory
Descriptive Statistics
Distributions
Hypothesis
Exploratory Data Analysis
Linear Regression
Logistic Regression
A JavaScript Library for Building Web Apps - ReactJS
AEG
A JavaScript Library for Building Web Apps - ReactJS
React is an open-source, front end, JavaScript library for building user interfaces or UI components. It is maintained by Facebook and a community of individual developers and companies. React can be used as a base in the development of...
A/B Experimentation (Campaign Management)
DSG
A/B Experimentation (Campaign Management)

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