Python for Data Science and Machine Learning

• Python for Data Science and Machine Learning
• Spark for Big Data Analysis
• Implement Machine Learning Algorithms
• NumPy for Numerical Data
• Pandas for Data Analysis
• Matplotlib for Python Plotting
• Learn to use Seaborn for statistical plots
• Plotly for interactive dynamic visualizations
• SciKit-Learn for Machine Learning Tasks
• K-Means Clustering
• Logistic Regression
• Linear Regression
• Random Forest and Decision Trees
• Natural Language Processing and Spam Filters
• Neural Networks
• Support Vector Machines