Statistics:
? Descriptive and Inferential Statistics
? Hypothesis Testing
? Data Preprocessing and Exploratory Data Analysis
? Deep knowledge in Math and Probability
Machine Learning :
? Classification Algorithm (Logistic Regression, KNN, Decision Tree, Random Forest, SVM)
? Regression Algorithm (Linear Regression, Decision Tree, Random Forest, SVR)
? Clustering Algorithm (K-Means, Hierarchical clustering)
? Dimensionality Reduction (PCA, LDA)
? Natural Language Processing and Sentimental Analysis
Deep Learning:
? Artificial (ANN),Convolutional (CNN) &
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