[ Free ] Data Science with Python Certification Training with Project | Udemy 100% OFF Coupons| Udemy Paid Course For Free | Tech With Code
Udemy paid course for free: [ Limited Time Offer ]
Today I will provide you Data Science with Python Certification Training with Project for free.
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Note that it is a paid course on Udemy but if you go with the following link, you will get this Data Science with Python Certification Training with Project for Free.
Requirements:-
- Enthusiasm and determination to make your mark on the world!
This course includes:
- 44.5 hours on-demand video
- 36 downloadable resources
- Full lifetime access
- Access on mobile and TV
- Certificate of completion
What you'll learn:
- End-to-end knowledge of Data Science
- Prepare for a career path as Data Scientist / Consultant
- Overview of Python programming and its application in Data Science
- Detailed level programming in Python - Loops, Tuples, Dictionary, List, Functions & Modules, etc.
- Decision-making and Regular Expressions
- Introduction to Data Science Libraries
- Components of Python Ecosystem
- Analysing Data using Numpy and Pandas
- Data Visualisation with Matplotlib
- Three-Dimensional Plotting with Matplotlib
- Data Visualisation with Seaborn
- Introduction to Statistical Analysis - Math and Statistics
- Terminologies & Categories of Statistics, Correlation, Mean, Median, Mode, Quartile
- Data Science Methodology - From Problem to Approach, From Requirements to Collection, From Understanding to Preparation
- Data Science Methodology - From Modeling to Evaluation, From Deployment to Feedback
- Introduction to Machine Learning
- Types of Machine Learning - Supervised, Unsupervised, Reinforcement
- Regression Analysis - Linear Regression, Multiple Linear Regression, Polynomial Regression
- Implementing Linear Regression, Multiple Linear Regression, Polynomial Regression
- Classification, Classification algorithms, Logistic Regression
- Decision Tree, Implementing Decision Tree, Support Vector Machine (SVM), Implementing SVM
- Clustering, Clustering Algorithms, K-Means Clustering, Hierarchical Clustering
- Agglomerative & Divisive Hierarchical clustering
- Implementation of Agglomerative Hierarchical Clustering
- Association Rule Learning
- Apriori algorithm - working and implementation
How to Get the Course:-
Data Science with Python For Free
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