Python for Data Science and Machine Learning Bootcamp

Course Name : Python for Data Science and Machine Learning Bootcamp
Students : 740,026
Duration : 25 hrs & 5 downloadable resources
Avg Rating : 4.6 (147,153 ratings)
Original Price : $119.99
Discount Price : $16
Instructor / Provider : Jose Portilla, Udemy
Course Type : Self Paced Online Course. Lifetime Access
Coupon : Click on ENROLL NOW to apply discount code

Key Topics Covered

Python Programming for Data Science:

• Comprehensive introduction to Python programming.
• Efficient data manipulation using Pandas DataFrames.
• Handling Excel files with Python.
• Web scraping to extract valuable information from the web.
• Connecting Python to SQL databases for data integration.

Data Visualization:

• Use Matplotlib and Seaborn to create insightful data visualizations.
• Explore interactive visualization techniques with Plotly.

Machine Learning with SciKit-Learn:

• Linear Regression for predictive modeling.
• K-Nearest Neighbors for classification tasks.
• K-Means Clustering for unsupervised learning.
• Decision Trees and Random Forests for decision-making models.
• Neural Networks and Deep Learning for advanced AI applications.
• Support Vector Machines for robust classification.

Specialized Topics:

• Natural Language Processing (NLP) to build spam filters and text analysis tools.
• Big Data analysis using Apache Spark.

Frequently Bought Together

By the end of this course, you’ll

• Master Python for Data Science and Machine Learning applications.
• Leverage Spark for Big Data analysis and processing.
• Implement core and advanced Machine Learning algorithms with hands-on practice.
• Use NumPy for numerical computations.
• Analyze data effectively with Pandas and solve complex data manipulation tasks.
• Create stunning visualizations with Matplotlib and Seaborn.
• Build interactive, dynamic visualizations using Plotly.
• Perform Machine Learning tasks using SciKit-Learn, including advanced techniques.
• Explore advanced topics like Neural Networks, Natural Language Processing, and more.

FAQs on Udemy Coupon