Python Data Science and Machine Learning bootcamp

Platform: Udemy

Course content

• Jupyter overview
• Python for Data Analysis: NumPy, Pandas
• Python for Data Visualization: Matplotlib, Seaborn, Pandas Built-in, Plotly and Cufflinks, Geographical Plotting
• Machine Learning: Linear Regression, Cross Validation and Bias-Variance Trade-Off, Logistic Regression, K-Nearest Neighbors, Decision Trees and Random Forests, Support Vector Machines, K-Means Clustering, Principal Component Analysis, Recommender Systems, Natural Language Processing
• Big Data and Spark with Python
• Neural Nets and Deep Learning

Instructions

• Download Anaconda from the official site.
• Launch Jupyter

jupyter notebook

Certificate of completion