Data Science Lifecycle

The data science lifecycle is a systematic process that data scientists follow to extract valuable insights and knowledge from data.

Business Understanding
Data Acquisition and Understanding
Modeling
Deployment

Free Data Science Courses :

1. Data Science as a Field
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2. Foundations of Data Science
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3. SQL for Data Science https://lnkd.in/dzsMH7zy

4. Python for Data Science, AI & Development https://lnkd.in/dmQvahkM

5. Data Science Math Skills https://lnkd.in/daqe2dfE

6. Foundations of Data Science: K-Means Clustering in Python https://lnkd.in/dqxfF-pM

MATLAB Programming Tips

1. MATLAB Programming for Engineers and Scientists Specialization
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2. Predictive Modeling and Machine Learning with MATLAB https://lnkd.in/dH73-a_U

3. Image Processing for Engineering and Science Specialization https://lnkd.in/dkX9qnAq

4. Practical Data Science with MATLAB Specialization https://lnkd.in/dQqMpQfv

5. Introduction to Data, Signal, and Image Analysis with MATLAB
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An Introduction to Programming and Numerical Methods in MATLAB by Steve Otto , James P. Denier (Free PDF)

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MATLAB for Neuroscientists: An Introduction to Scientific Computing in MATLAB (Free PDF)

MATLAB for Neuroscientists serves as the only complete study manual and teaching resource for MATLAB, the globally accepted standard for scientific computing, in the neurosciences and psychology. This unique introduction can be used to learn the entire empirical and experimental process (including stimulus generation, experimental control, data collection, data analysis, modeling, and more), and the 2nd Edition continues to ensure that a wide variety of computational problems can be addressed in a single programming environment.

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Numerical Methods For Engineers (Free PDF)



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Data Analytics with MATLAB



Free Projects on Data Science



Practical Data Science with MATLAB Specialization

https://www.matlabcoding.com/2023/10/practical-data-science-with-matlab.html



Data Science Companion

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Data Science Project: MATLAB for the Real World

https://www.matlabcoding.com/2023/11/data-science-project-matlab-for-real.html

Developing Image Processing and Computer Vision Systems Using MATLAB and Simulink



Free Courses on Image Processing and Computer Vision



1. Fundamentals of Digital Image and Video Processing

https://www.matlabcoding.com/2023/12/fundamentals-of-digital-image-and-video.html



2. Image Segmentation, Filtering, and Region Analysis

https://www.matlabcoding.com/2023/12/image-segmentation-filtering-and-region.html



3. Computer Vision for Engineering and Science Specialization https://www.matlabcoding.com/2023/12/computer-vision-for-engineering-and.html



4. Introduction to Data, Signal, and Image Analysis with MATLAB

https://www.matlabcoding.com/2023/11/introduction-to-data-signal-and-image.html



5. Image Processing for Engineering and Science Specialization https://www.matlabcoding.com/2023/09/image-processing-for-engineering-and.html



6. Predictive Modeling and Machine Learning with MATLAB

https://www.matlabcoding.com/2023/09/predictive-modeling-and-machine.html

Digital Image Processing Using MATLAB by Ralph Gonzalez (Author), Richard Woods (Author), Steven Eddins (Author) pdf https://www.matlabcoding.com/2020/07/digital-image-processing-using-matlab.html

Introduction to Fuzzy Logic using MATLAB ( PDF Books) https://www.matlabcoding.com/2024/01/introduction-to-fuzzy-logic-using.html

Radar Signal Analysis and Processing Using MATLAB (Free PDF) https://www.matlabcoding.com/2024/01/radar-signal-analysis-and-processing.html

High Performance Control of AC Drives with Matlab / Simulink Models by Haitham Abu-Rub, Atif Iqbal, Jaroslaw Guzinski (Free PDF) https://www.matlabcoding.com/2019/01/high-performance-control-of-ac-drives.html

1. Computer Vision for Engineering and Science Specialization https://lnkd.in/dqcZrYdw

2. Image Segmentation, Filtering, and Region Analysis https://lnkd.in/d3GRG_6Q

3. Numerical Methods for Engineers https://lnkd.in/d24i6xar

4. Fundamentals of Digital Image and Video Processing https://lnkd.in/d2tAdc7H

Radar and Ew Modeling in MATLAB and Simulink (Artech House Radar Library)
by Carlos Dvila (Author), Glenn D. Hopkins (Author), Gregory A. Showman (Author) https://amzn.to/3wEn40o

Free Courses on Battery!

1. Battery Technologies Specialization
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2. Introduction to battery-management systems
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3. Algorithms for Battery Management Systems Specialization
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4. Batteries and Electric Vehicles
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5. Lithium Based Batteries
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6. Battery Pack Balancing and Power Estimation
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7. Battery State-of-Charge (SOC) Estimation
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8. Battery State-of-Health (SOH) Estimation
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9. Primary and Secondary Batteries
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10. Battery Comparison, Manufacturing, and Packaging
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11. Equivalent Circuit Cell Model Simulation
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Discover What's New: R2024a Release Highlights for MATLAB and Simulink https://www.matlabcoding.com/2024/03/discover-whats-new-r2024a-release.html

How to Connect and Set Up a USRP N310 with MATLAB? https://www.matlabcoding.com/2024/03/how-to-connect-and-set-up-usrp-n310.html

Deep Learning for Computer Vision Specialization https://www.matlabcoding.com/2024/04/deep-learning-for-computer-vision.html

Simulation of Li-ion Battery using MATLABSimulink for Charging and Discharging

Capabilities for Designing Feedback Control Systems

Explore what is possible with MATLAB and Simulink



Free Courses : https://www.matlabcoding.com/p/courses.html

Free pdf https://www.matlabcoding.com/2018/10/introduction-to-simulink-with.html