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MLK – Machine Learning Knowledge
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Machine Learning
Python
Categorical Data Encoding with Sklearn LabelEncoder and OneHotEncoder
Python Sklearn Support Vector Machine (SVM) Tutorial with Example
KNN Classifier in Sklearn using GridSearchCV with Example
Decision Tree Classifier in Python Sklearn with Example
Deep Learning
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Deep Learning Basics
Deep Learning Framework
GoogleNet Architecture Implementation in Keras with CIFAR-10 Dataset
Decoding Softmax Activation Function for Neural Network with Examples in Numpy,…
TensorBoard Tutorial in Keras for Beginner
Build Speech Toxicity Checker using Tensorflow.js
Computer Vision
Train Custom YOLOv4 Model for Object Detection in Google Colab (Includes…
4 Image Segmentation Techniques in OpenCV Python
Learn Object Tracking in OpenCV Python with Code Examples
A Brief History of YOLO Object Detection Models From YOLOv1 to…
Instance Segmentation Using Mask-RCNN in OpenCV Python
NLP
Word2Vec in Gensim Explained for Creating Word Embedding Models (Pretrained and…
Tutorial on Spacy Part of Speech (POS) Tagging
Named Entity Recognition (NER) in Spacy Library
Spacy NLP Pipeline Tutorial for Beginners
Complete Guide to Spacy Tokenizer with Examples
Reinforcement Learning
Beginner’s Guide to Policy in Reinforcement Learning
Basic Understanding of Environment and its Types in Reinforcement Learning
Top 20 Reinforcement Learning Libraries You Should Know
16 Reinforcement Learning Environments and Platforms You Did Not Know Exist
8 Real-World Applications of Reinforcement Learning
Visualization
Seaborn Pairplot Tutorial using pairplot() function for Beginners
Seaborn Violin Plot using sns.violinplot() Explained for Beginners
Seaborn Countplot using sns.countplot() – Tutorial for Beginners
Seaborn Distplot – Explained For Beginners
Seaborn Line Plot using sns.lineplot() – Tutorial for Beginners with Example
Data Wrangling
All
Python Numpy
Python Pandas
Pandas Mathematical Functions – add(), sub(), mul(), div(), sum(), and agg()
Pandas Tutorial – to_frame(), to_list(), astype(), get_dummies() and map()
Pandas Statistical Functions Part 2 – std() , quantile() and…
Pandas Analytical Functions – min() , max() , and pivot table()
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Decoding Softmax Activation Function for Neural Network with Examples in Numpy, Keras, TensorFlow and PyTorch
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Face Recognition and Face Landmark Detection with Tensorflow.js BlazeFace
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