Best Udemy Data Science Courses!
Data science is a familiar subject in the industry nowadays. Everyone who is in the technical field wants to make his/her career in this field and want to learn about data science. If you also want to explore more and develop more skills in data science and machine learning, enrolling in the below-mentioned certification courses, can be the best option for you.
Here we have selected the best data science courses on Udemy, which is best for those who are looking to develop their skills in data science. These courses have the highest ratings and are offered by Udemy at very affordable prices.
List of Handpicked Best Udemy Data Science Courses with Highest Reviews!
| Course Title | Course Rating | Enrolled Students |
|---|---|---|
| Machine Learning A-Z™: Hands-On Python & R In Data Science | (136,385) | (721,191) |
| Python for Data Science and Machine Learning Bootcamp | (91,344) | (408,733) |
| The Data Science Course 2020: Complete Data Science Bootcamp | (81,613) | (348,694) |
| R Programming A-Z™: R For Data Science With Real Exercises! | (36,984) | (194,750) |
| Data Science A-Z™: Real-Life Data Science Exercises Included | (28,344) | (183,353) |
| Machine Learning, Data Science and Deep Learning with Python | (23,322) | (138,542) |
| Statistics for Data Science and Business Analysis | (18,871) | (88,415) |
| Python A-Z™: Python For Data Science With Real Exercises! | (18,531) | (120,596) |
| Data Science and Machine Learning Bootcamp with R | (12,240) | (63,917) |
| Data Science: Deep Learning in Python | (6,962) | (44,969) |
Machine Learning A-Z™: Hands-On Python & R In Data Science
Beginners interested in machine learning and data science, also the intermediates, who want to explore more about the basics of machine learning including the classical algorithm can enroll in this course for sure. This Udemy course has 10 parts, which explains the concept of data science in-depth.
The course is divided into 45 sections, which cover the topics like data processing in Python, Regression, Logistics, data processing in R, and much more.
Topics:
- Master machine learning on Python & R
- Learn how to make an accurate prediction
- Learn how to make robust machine learning models
- Learn machine learning for personal use
- Learn how to handle advanced techniques
- Learn how to make a Powerful analysis
- Learn to create Strong added value to your business
- Learn to handle Reinforcement learning and deep learning
- Learn and understand which machine learning model to choose as per the type of problem
Attributes:
- 75 articles
- 38 downloadable resources
- Full lifetime access
- Access on Mobile and TV
- Certificate of Completion
Fees: $10.99 after 92% discount
Duration of Course: 44 hours of on-demand video
Level: Beginner
Certification: Yes
Python for Data Science and Machine Learning Bootcamp
This data science course is for the intermediates who have at least some programming experience, only they are eligible to enroll in this course. This course teaches you how data science is getting used and how you can analyze different types of data using different types of tools and methods.
The course is divided into 27 sections, which cover topics like environment setup, NumPy, Pandas, Matplotlib, and much more.
Topics:
- Learn how to use Python for machine learning and data science
- Learn how to implement machine learning algorithms
- Learn how to use Pandas for data analysis
- Learn how to use seaborn for statistical plots
- Learn about logistic regression
- Learn how to use Sci-Kit learn for machine learning
- Learn how to make a random forest and trees
- Learn what is a neural network
- Learn how to use spark for data analysis
- Learn how to use NumPy for Numerical data
- Learn how to use matplotlib for python plotting
- Learn how to use Plotly for dynamic visualization
- Learn what is K-means clustering
- Learn what is linear regression
- Learn how to use natural language processing
- Learn to use spam filters
- Learn to use support vector machines
Attributes:
- 13 articles
- 5 downloadable resources
- Full lifetime access
- Access on Mobile and TV
- Certificate of Completion
Fees: $10.99 after 92% discount
Duration of Course: 25 hours of on-demand video
Level: Intermediate
Certification: Yes
The Data Science Course 2020: Complete Data Science Bootcamp
If you want to have a great career then this data science course on Udemy is for you. Also, this course is perfect for beginners because it starts with the basics and gradually gears up your skills. This course teaches you to solve different types of problems.
The course is divided into 62 sections, which cover topics like the field of Python, data science, Statics, probability, and much more.
Topics:
- Get the entire toolbox you need to have for data science
- Learn all the mathematical concepts of machine learning
- Learn the linear and logistic regressions in Python
- Learn to create machine learning algorithms in Python
- Learn how to use deep learning frameworks
- Improve your machine learning algorithms
- Improve your overfitting and training
- Learn how to pre-process data
- Learn how to start coding in Python
- Learn how to use coding for statistical analysis
- Learn how can you do cluster and factor analysis
- Learn how can you make use of your skills in real-life business
- Learn the power of deep neural networks
Attributes:
- 90 articles
- 154 downloadable resources
- Full lifetime access
- Access on Mobile and TV
- Certificate of Completion
Fees: $10.99 after 92% discount
Duration of Course: 28.5 hours of on-demand video
Level: Beginner
Certification: Yes
R Programming A-Z™: R For Data Science With Real Exercises!
If you are looking to learn how to work in R and if you are too tired of all the complicated R courses, then you can enroll in this course. This course teaches you how to program in R using practical examples and exercises.
This Udemy course is divided into 8 sections, which cover the topics like code programming principles, fundamentals of R, Matrices, Data Frames, and much more.
Topics:
- Learn how to program in R
- Learn all the principles of programming
- Learn how can you create variables
- Learn how can you create a while loop and a for loop
- Learn how to use matrix functions
- Learn how to customize R studio
- Learn the concept of normal distribution
- Learn how to work with financial data
- Learn how can you use R studio
- Learn how to create a vector in R
- Learn integer and double logic character
- Learn how to use matrices in R
- Understand the concept of installation of packages in R
- Learn the law of large numbers
- Learn to use statistical data in R
- Learn to use sports data in R
Attributes:
- 6 articles
- Full lifetime access
- Access on Mobile and TV
- Certificate of Completion
Fees: $10.99 after 92% discount
Duration of Course: 10.5 hours of on-demand video
Level: Beginner
Certification: Yes
Data Science A-Z™: Real-Life Data Science Exercises Included
Beginners who are interested in learning data science and professionals who want to improve their data mining skills can enroll in this Udemy data science course. The course teaches you data science with real-life exercises to understand the concepts better.
The course is divided into 28 sections, which cover topics like Visualization, Modelling, Data Preparation, and Communication, which is further subdivided into other parts.
Topics:
- Learn how to handle the data science projects
- Learn how to perform data mining
- Learn how to apply the ordinary least squares method
- Learn to assess the adjusted R-squared method
- Learn to create multiple linear regression
- Learn how to use backward elimination
- Learn to use forward selections
- Understand a logistic regression
- Learn how to read a confusion matrix
- Learn how to transform an independent variable for modeling
- Learn how to apply cumulative accuracy profile (CAP) to assess models
- Learn what the deterioration model actually looks like
- Learn how to create conditional splits
- Learn how to install and navigate SQL server
- Learn how to clean data and look for anomalies
- Learn how to create sorted procedures for SQL
- Learn how to build a cap curve
- Learn how to operate the false positives
- Learn how to create a logistic regression
- Learn how to create simple linear regression (SLR)
- Learn how to create a robust geodemographics segmentation model
- Learn how to derive new independent variables
- Learn how to build the CAP curve
- Learn how to derive insights from the CAP curve
- Learn how to apply SQL to data science projects
- Learn how to use an SQL server to upload data into a database
- Learn how to install and navigate Microsoft visual studio shell
Attributes:
- 7 articles
- Full lifetime access
- Access on Mobile and TV
- Certificate of Completion
Fees: $10.99 after 92% discount
Duration of Course: 21 hours of on-demand video
Level: Beginner
Certification: Yes
Machine Learning Data Science and Deep Learning with Python
Programmers and Software developers who are into this field and want to transit to data science and machine learning career paths can enroll in this course. This is the finest course on Udemy for learning data science, which teaches you the basics of data science and gradually upgrades to other required skills.
The course is divided into 12 sections, which cover topics like python practice, predictive models, recommender systems, and much more.
Topics:
- Learn to build artificial neural networks
- Learn how to predict with linear regression
- Learn how to implement machine learning
- Learn how to build a movie recommender system
- Learn how to design and evaluate A/B tests
- Learn how to classify images and data using deep learning
- Understand reinforcement learning
- Learn how to clean your input data
Attributes:
- 6 articles
- Skillsfuture credit eligible
- Full lifetime access
- Access on Mobile and TV
- Certificate of Completion
Fees: $10.99 after 92% discount
Duration of Course: 14 hours of on-demand video
Level: Intermediate
Certification: Yes
Statistics for Data Science and Business Analysis
This is one of the best data science courses on Udemy for those who want to make their career in data science and those who want their career in business intelligence. The course teaches you about data science from start to end as per the business perspectives.
The course is divided into 18 sections, which cover the topics like sample or population data, fundamentals of statistics, distributions, estimators, and much more.
Topics:
- Learn the fundamentals of statistics
- Learn how to plot different type of data
- Learn how to calculate correlation and covariance
- Learn how to make data-driven decisions
- Learn and understand all the concepts needed for data science
- Learn how can you work with different data’s
- Learn how to calculate the measures
- Learn how to work with different types of distributions
- Learn how to perform hypothesis testing
- Learn to use dummy variables
Attributes:
- 28 articles
- 98 downloadable resources
- Full lifetime access
- Access on Mobile and TV
- Certificate of Completion
Fees: $10.99 after 92% discount
Duration of Course: 5 hours of on-demand video
Level: Beginner
Certification: Yes
Python A-Z™: Python For Data Science With Real Exercises!
This course is for beginners who want to learn how to program in Python, and intermediates who want to learn and explore python by doing practical exercises. The course teaches you the usage of python programming in data science with real-world exercises.
The course is divided into 8 sections, which cover the topics like programming principles, fundamentals of Python, matrices, data frame, advanced visualization, and homework solutions.
Topics:
- Learn how to program in Python
- Learn the principles of programming
- Learn about integer, logical, string, and other types in Python
- Learn how to install packages
- Learn to use code in Jupyter notebooks
- Learn how to create the variables
- Learn the law of large numbers
Attributes:
- 6 articles
- Full lifetime access
- Access on Mobile and TV
- Certificate of Completion
Fees: $10.99 after 92% discount
Duration of Course: 11 hours of on-demand video
Level: Beginner
Certification: Yes
Data Science and Machine Learning Bootcamp with R
Anyone, whether a student or a professional who wants to become a data scientist, can enroll in this course. This data science course on Udemy teaches about the usage of the R program in data science and machine learning.
The course is divided into 35 sections, which cover topics like Windows installations, Linux installations, R matrices, R data frame, and much more.
Topics:
- Learn how to program in R
- Learn how to create data visualization in R
- Learn how to use R for data manipulation
- Learn how to use R for data science
- Learn how to use R for data analysis
- Learn how to use R for machine learning algorithms
Attributes:
- 9 articles
- 3 downloadable resources
- Full lifetime access
- Access on Mobile and TV
- Certificate of Completion
Fees: $10.99 after 92% discount
Duration of Course: 17.5 hours of on-demand video
Level: Beginner
Certification: Yes
Data Science: Deep Learning in Python
Beginners interested in machine learning and neural networks and professionals who want to upgrade their skills can enroll in this course. This course teaches the tips, tricks, and methods in using neural networks for data science and machine learning.
The course is divided into 14 sections, which cover the topics like Preliminaries, Practical machine learning, Training a neural network, and much more.
Topics:
- Learn how deep learning works
- Learn to code a neural network from the scratch
- Learn to describe the different type of neural networks
- Learn how to create a neural network with the help of output
- Learn how to create a neural network using Google’s TensorFlow
- Learn how to derive the backpropagation
- Learn how to describe the various terms related to neural networks
Attributes:
- Full lifetime access
- Access on Mobile and TV
- Certificate of Completion
Fees: $10.99 after 92% discount
Duration of Course: 11 hours of on-demand video
Level: Beginner
Certification: Yes
Summary
These are the best data science courses available on Udemy. People who want to explore more about data science, machine learning, R programming, and Python can enroll in these courses. These courses help you to understand the core concepts and principles of data science, which one requires to make his/her career in data science.
Whether you are new to this field, you should have an interest in learning to enroll in one of these Udemy courses and see the fantastic results. These courses will play a significant role in changing your career path.
Enroll now and see the amazing results!
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