Web: Requests: https://pypi.org/project/requests/ Django: https://pypi.org/project/Django/ Flask: https://pypi.org/project/Flask/ Twisted: https://twistedmatrix.com/trac/ BeautifulSoup: https://pypi.org/project/beautifulsoup4/ Selenium: https://selenium-python.readthedocs.io/ Data science: Numpy: https://numpy.org/ Pandas: https://pandas.pydata.org/ Matplotlib: https://matplotlib.org/ Nltk: https://www.nltk.org/ Opencv: https://selenium-python.readthedocs.io/ Machine Learning: Tensorflow: https://www.tensorflow.org/ Keras: https://keras.io/ PyTorch: https://pytorch.org/…
Category: ML|AI|DS
What is the Naive Bayes algorithm? It is a classification technique based on Bayes’ Theorem with an assumption of independence among predictors. In simple terms, a Naive Bayes classifier assumes that the presence of a particular…
What is a Decision tree algorithm? The decision tree Algorithm belongs to the family of supervised machine learning algorithms. It can be used for both a classification problem as well as for regression problem….
KNN: K Nearest Neighbors (KNN) algorithm is a supervised machine learning algorithm. KNN algorithm requires an entire data set…
What is K-means Clustering? K-means is a centroid-based algorithm, or a distance-based algorithm, where we calculate the distances to assign a point to a cluster. In K-Means, each cluster is associated with a…
VGG16: VGG16 is a convolutional neural network trained on a subset of the ImageNet dataset, a collection of over 14 million images belonging to 22,000 categories. K. Simonyan and A. Zisserman proposed this model in…
Digit Recognizer (using ANN) Steps to be followed: 1. Gather the data (MINST dataset) 2. Normalize the dataset 3. Neural network architecture 4. Compile the model 5. Fit the model (Train the model)…
What is Transfer Learning? Transfer learning, is a research problem in machine learning that focuses on storing knowledge gained while solving one problem and applying it to a different but related problem. Why…
What to remember when building a chatbot? Nowadays, you can build a chatbot easily, there are some things you should remember while creating one. Here are mentioned a few major of them. Create…
seaborn: statistical data visualization #pip install seaborn #conda install seaborn import seaborn as sns Functions: Relational plots relplot Figure-level interface for drawing relational plots onto a FacetGrid. scatterplot Draw a scatter plot with…