Data Science 2020: Data Science & Machine Learning in Python, Data Science, Machine Learning Python, Deep Learning, TensorFlow 2.0, NLP, Statistics for Data Science, Data Analysis !
Created by Ankit Mistry, Vijay Gadhave, Data Science & Machine Learning Academy
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What you'll learn
- Go from total beginners to confident machine learning engineer
- Apply Machine Learning algorithm on 10+ dataset
- Refresh all basic statistics & Probability Concepts
- Get complete Environment ready with Google Colab Notebook
- Machine Learning with different kind of ML System
- Handle missing data, Grouping, Merging Joining and Concatenating Data wih Pandas Dataframe
- Transform your data with One Hot Encoding & Feature scaling
- Calculate Grades using Simple Linear Regression
- Predict Restaurant Profit with Multiple Linear Regression
- Apply SVR, SVM, Decision tree and Random Forest on Real Dataset
- Apply different classification Algorithm
- Classify Fashion clothes image with Artificial Neural Network + Keras
- Build Credit Card Fraud Detection with Convolution Neural Network
- Apply Natural Language Processing Technique like Tokenization, Stemming, Stop Words, Named Entity Recognition, Sentence Segmentation
- Classify IMDB Review using Recurrent Neural Network - LSTM
- Get Hands-on with Python Crash Course, Data analysis and Visualization with NumPy, Pandas & Matplotlib
