Sarcasm Detection in News Headlines
Introduction
- Machine Learning 10
- Deep Learning 9
- Statistics 6
- Analytics 5
- Sports 4
- Miscellaneous 2
- Recommender Systems 2
- Programming 2
- Forecasting 1
- Python 1
- OOP 1
- Explainable Model 1
- Fraud 1
- Adversarial ML 1
- Scala 1
- Spark 1
- Big Data 1
- NLP 1
Machine Learning
Implement Logistic Regression from Scratch
Link : Implement Logistic Regression from Scratch
Recommender Systems for Movies
Introduction
Anti Money Laundering (AML) / Fraud Detection
Introduction
Time Series Forecasting with Exogenous Features
Link : Time Series Forecasting with Exogenous Features
Tennis Player Recognizer Vision AI
Creating your own dataset from Google Images
Gradient Descent Traceback
Introduction
KMeans Clustering on Wine Attributes
Link : KMeans Clustering on Wine Attributes
Book Recommendation Engine using GraphLab
Link : Book Recommendation Engine using GraphLab
Inside18yard: Football Tweets Streaming
Inside18yard: Football Players’ Popularity Analysis through Twitter Streaming API
Deep Learning
PyTorch Assignments
PyTorch: Deep Learning and Artificial Intelligence
Sarcasm Detection in News Headlines
Introduction
(NOTES) Sequence Models
5. Sequence Models:
(NOTES) Convolutional Neural Networks
4. Convolutional Neural Networks:
(NOTES) Structuring Machine Learning Projects
3. Structuring Machine Learning Projects:
(NOTES) Hyperparameter Tuning, Regularization and Optimization
2. Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization:
(NOTES) Neural Networks and Deep Learning
1. Neural Networks and Deep Learning:
Recommender Systems for Movies
Introduction
Tennis Player Recognizer Vision AI
Creating your own dataset from Google Images
Statistics
Time Series Forecasting with Exogenous Features
Link : Time Series Forecasting with Exogenous Features
RShiny App for Video Games / Movies / TV Shows
Link : RShiny App for Video Games / Movies / TV Shows
Airbnb Zillow House Listings
Link : Airbnb Zillow House Listings
Bayesians vs Frequentists!
1.) Frequentist View of Probability The probability of an event (ex - observing an odd number on rolling a six faced die) is its relative frequency among all...
Football History Time Lapse
Introduction
Inside18yard: Web Scraping
Inside18yard: Football News Aggregator through Web Scraping
Analytics
RShiny App for Video Games / Movies / TV Shows
Link : RShiny App for Video Games / Movies / TV Shows
Airbnb Zillow House Listings
Link : Airbnb Zillow House Listings
Football History Time Lapse
Introduction
Inside18yard: Web Scraping
Inside18yard: Football News Aggregator through Web Scraping
Inside18yard: Football Tweets Streaming
Inside18yard: Football Players’ Popularity Analysis through Twitter Streaming API
Sports
Tennis Player Recognizer Vision AI
Creating your own dataset from Google Images
Football History Time Lapse
Introduction
Inside18yard: Web Scraping
Inside18yard: Football News Aggregator through Web Scraping
Inside18yard: Football Tweets Streaming
Inside18yard: Football Players’ Popularity Analysis through Twitter Streaming API
Miscellaneous
Unix Essentials!
pwd (print working directory)
Inside18yard: Web Scraping
Inside18yard: Football News Aggregator through Web Scraping
Recommender Systems
Recommender Systems for Movies
Introduction
Book Recommendation Engine using GraphLab
Link : Book Recommendation Engine using GraphLab
Programming
Apache Spark with Scala
Apache Spark & Scala
Object Oriented Programming in Python
```python class SupervisedEstimator(…):
Forecasting
Time Series Forecasting with Exogenous Features
Link : Time Series Forecasting with Exogenous Features
Python
Object Oriented Programming in Python
```python class SupervisedEstimator(…):
OOP
Object Oriented Programming in Python
```python class SupervisedEstimator(…):
Explainable Model
Anti Money Laundering (AML) / Fraud Detection
Introduction
Fraud
Anti Money Laundering (AML) / Fraud Detection
Introduction
Adversarial ML
Anti Money Laundering (AML) / Fraud Detection
Introduction
Scala
Apache Spark with Scala
Apache Spark & Scala
Spark
Apache Spark with Scala
Apache Spark & Scala
Big Data
Apache Spark with Scala
Apache Spark & Scala
NLP
Sarcasm Detection in News Headlines
Introduction