Data Science & Machine Learning using Python - A Bootcamp, A Jump start towards the most rewarding and in-demand career of Data Science and Machine Learning!
Created by Dr. Junaid Qazi, PhD
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What Will I Learn?
- You will learn the skill set and power of Python to analyze data, create state of the art visualization and use of machine learning algorithms to facilitate decision making.
- Python for Data Science and Machine Learning
- NumPy for Numerical Data
- Pandas for Data Analysis
- Plotting with Matplotlib
- Statistical Plots with Seaborn
- Interactive dynamic visualizations of data using Plotly
- SciKit-Learn for Machine Learning
- K-Mean Clustering, Logistic Regression, Linear Regression
- Random Forest and Decision Trees
- Principal Component Analysis (PCA)
- Support Vector Machines
- Recommender Systems
- Natural Language Processing and Spam Filters
- and much more...................!
- A PC and passion to be successful!
- Some experience in programming could be helpful but not required!