Course Intro
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Data Science and Analytics: Ultimate Masterclass
This is one of the most comprehensive courses on Data Science that you can find on the web. The complete Data Science course uses the power of Python to learn exploratory data analysis and machine learning algorithms. You will learn the skills to dive deep into the data and present solid conclusions for decision making. Data Science Bootcamps are costly, in thousands of dollars. However, this course is only a fraction of the cost of any such Bootcamp and includes HD lectures along with detailed code notebooks for every lecture. The course also includes practical exercises on real data for each topic you cover because the goal is "Learn by Doing"!
- 5000
35000
- Course Includes
- 25 Hours Video Class
- Downloadable Resources
- Free Certificate of Completion
- 1 Year Access
Enrol and get access to the full course.
What you will learn
- Python to analyze data, create state of the art visualization and use of machine learning algorithms to facilitate decis...
- 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
- Natural Language Processing and Spam Filters and more.
- Python to analyze data, create state of the art visualization and use of machine learning algorithms to facilitate decis...
- 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
- Natural Language Processing and Spam Filters and more.
Requirements
- This course is for you, if you want to learn Data Science with Python, want to learn Machine Learning with Python. The course starts from a beginner's guide to advanced expert, therefore, anyone interested in the topic can begin.
Description
This is one of the most comprehensive courses on Data Science that you can find on the web. The complete Data Science course uses the power of Python to learn exploratory data analysis and machine learning algorithms. You will learn the skills to dive deep into the data and present solid conclusions for decision making. Data Science Bootcamps are costly, in thousands of dollars. However, this course is only a fraction of the cost of any such Bootcamp and includes HD lectures along with detailed code notebooks for every lecture. The course also includes practical exercises on real data for each topic you cover because the goal is "Learn by Doing"!
Not only the hands-on practice using tens of real data projects, theory lectures are also provided to make you understand the working principle behind the Machine Learning models.
Course Content
Click on the tabs to view all the contents
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Python data types Part 1
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21min | ||
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Python Data Types Part 2
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15min | ||
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Comparisons Operators, if, else, elif statement
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13min | ||
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Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1)
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preview | 16min | |
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Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2)
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21min | ||
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Python Essentials Exercises Overview
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3min | ||
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Python Essentials Exercises Solutions
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21min |