Python is a must programming language if you want to learn Data Science and Machine Learning. There are many useful packages written completely on Python. Thus it’s better that you should learn it if you want to pursue a Data Science Carrer. In this entire post, I will review Udemy Jose Portilla’s Python for Data Science and Machine Learning Bootcamp.
Python for Data Science and Machine Learning Bootcamp Review
Things This Course Includes
The following things include in this course if you buy it. These are :
Number of Hours: 25
Total Sections: 27
Total Number of Lectures: 165
Articles: 13
Certificate of Completion: Yes
Downlodable Resources : 5
Lifetime Access: Yes
About the Instructor
What are the things you will learn?
This should be always checked before buying any course. The following topics you will learn after the completion of the course.
1. Basic Python
A crash course on Python
2. Machine Learning Algorithms
You will learn algorithms like Logistic Regression, Random Forest and Decision Trees, K-Means Clustering, Linear Regression.
3. Pandas for Data Analysis
How to use data frames like reading CSV file, dropping columns e.t.c.
4. Seaborn for Statistical Plots
A Python package for plotting graphs like scatters plots e.t.c.
5. SciKit-Learn for doing Machine Learning Tasks
Scikit-learn a Python Module consists of all the machine learning algorithms.
6. Neural Networks
7. Spark for Big Data Analysis
8. Numpy for Numerical Computation
It allows you to create a Numpy array that speedup the mathematical computation.
9. Matplotlib for Python Plotting
Seaborn is built above it. Required for plotting the line, histogram chart e.t.c.
10. Plotly for interactive dynamic visualizations
11. NLP (Natural Language Processing)
Requirements
It doesn’t require any programming experience. But If you have some programming experience in a language like C, C ++. Java e.t.c then goes for it.
Student Review
Data Science Learner Review
If you are a beginner and want to learn data science and machine learning then this course if for you. It not only covers the basics of python but also all the required knowledge that is must before implementing machine learning algorithms. Python for Data Science and Machine Learning Bootcamp course will enhance data science skills that will accelerate your data science career.
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