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PODCAST · education

Machine Learning Simplified

by Priyanka Sharma

This Podcast is created for those who are taking their first step in Machine Learning, those of you who want to brush up the concepts of Machine Learning, learn in a very simple, easy, and interesting manner.The episodes cover the basic concepts of Machine Learning, getting familiar with models, algorithms, other technical concepts.Learn, update your self while you are travel, jog, exercise, or relax.The VISION is" Education for Empowerment".Making Machine Learning accessible to all, willing to learn, grow with Technology and Time.

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Episodes

  1. Collaboration

    Hi So if anyone wants to collaborate, I will be glad to offer my assistant. Reach me out [email protected] Instagram machinemantra YouTube Channel: Machine Learning by Priyanka Sharma

  2. Predictive Modeling and Predictive Analysis in Machine Learning

    The episode explains what is meant by predictive modeling and predictive analysis in Machine Learning, bringing out the differences between the two.

  3. R and Python Comparison

    The episode discusses why R and Python are really popular languages in the Data Science community. The similarity and differences between the two languages in an elaborate manner.

  4. Feature Engineering in Machine Learning

    The episode discusses what is feature engineering in Machine Learning, what are various techniques used in Machine Learning like Imputation, Scaling, One hot encoding, and much more. Website: https://machinemantra.in/ YouTube:...

  5. Regression Metrics in Machine Learning

    This episode discusses various types of Regression Metrics in Machine Learning. Most common Regression metrics like Mean Absolute Error (MAE), Mean Squared Error (MSE), RMSE, R squared, and Adjusted R squared regression metrics. There is further a little discussion upon which Regression Metric to...

  6. Classification Metrics in Machine Learning

    This episode discusses what is a Machine Learning Metric, various types of Metrics. Going further in detail of Classification Metrics like Accuracy, ROC, Log loss, Confusion Matrix, and Classification report. Website:https://machinemantra.in/ YouTube Channel:...

  7. Unsupervised Machine Learning Algorithms

    This Episode discusses various unsupervised Machine Learning Algorithms like Clustering and Dimensionality Reduction Algorithms. Various Applications of Clustering and Dimensionality Reduction (PCA) algorithms. Website: https://machinemantra.in/ YouTube videos for a better understanding of the...

  8. Supervised Machine Learning Algorithms

    The episode discusses various Supervised Machine Learning Algorithms like Classification Algorithms and Regression Algorithms. This will give a basic idea and working knowledge about the different supervised Machine Learning Algorithms. For more Details: https://machinemantra.in/ YouTube for more...

  9. Data Types in Machine Learning

    The episode discusses various data types in Machine Learning, the significance of Data types, and why one should bother to know the data types at all. Data types like numeric, categorical, ordinal, time-series, text are discussed with the help of examples. Website: https://machinemantra.in/…

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  10. Machine Learning Related Terms: Bias Variance, Overfitting, Underfitting

    The episode discusses various Machine Learning Terms like Bias, Variance, Bias-Variance Trade-Off, what is Overfitting, and underfitting in Machine Learning. How to reduce Bias, ways to reduce Variance. Website: https://machinemantra.in/ YouTube:...

  11. Integrated Development Environment / IDE

    The Episode discusses what is an IDE, different IDE's available for Machine Learning, where to install IDE's, how to get started, which software to download, where to find the software. The utility of the software. What makes an IDE smart and intelligent. Website...

  12. Choosing the Language for the Project

    This episode helps one to decide which language to choose so as to start your Machine Learning Project. the discussion will help you decide many things like language, the benefits, and can it be sustainable for the long term. Learn more about Python https://youtu.be/I3IHqQMp7fM...

  13. How to Approach Project and Sources

    This episode discusses in detail how to approach a project, how to start with a project. This will guide you, motivate you to start your own Machine Learning Project without having to worry much about subject knowledge or domain expertise. The second part covers the sources where you can find the...

  14. Machine Learning/ Data Science Project Ideas

    The Episode brings out a comprehensive list of Project Ideas. These projects include beginners, the intermediate and advanced levels depending upon your current requirement choose a project idea and start building your projects. Link for practice with me: https://youtu.be/CnlPUQd50fM A complete...

  15. Artificial Intelligence help Transform Chatbots

    Discover what are the existing drawbacks in Chatbots and how can AI make them Smart and more responsive to change the way we interact with them. The Episode also walks you through the Natural Language Processing (NLP) and how it helps Chatbots. Later we shall understand how AI along with NLP can...

  16. Difference Between Data Science, Machine Learning, Artificial Intelligence and Deep Learning

    Difference Between Data Science, Machine Learning, Artificial Intelligence, and Deep Learning is explained along with examples. Introduction to Chatbots and Natural Language Processing. YouTube Video https://youtu.be/kE7X190oKTQ Visit Us: https://machinemantra.in/

  17. Applications of Machine Learning

    This episode discusses various applications of Machine Learning ranging from Banking, healthcare, stock markets, Commercial world to Quantum Physics. Explained with help of Examples and use case applications. For more Videos...

  18. Types of Machine Learning

    Explore different types of Machine Learning, supervised, unsupervised and semi-supervised machine learning along with well-explained examples. Explore more on YouTube https://www.youtube.com/channel/UCh3IeGHegUhWPmxNG0EYebw?view_as=subscriber Website https://machinemantra.in/

  19. Introduction to Machine Learning

    What is Machine Learning, why is it called Machine Learning? Machine Learning explained in a very simple manner. Connect for more details: https://www.youtube.com/channel/UCh3IeGHegUhWPmxNG0EYebw?view_as=subscriber Website: https://machinemantra.in/

  20. Introduction to Podcast

    This episode is the introduction to the podcast, the Machine Learning journey we shall take together, details of the episodes. These Episodes are of short duration just to keep it simple. Explained with the help of Examples in a very simple language striking a balance between the technical terms...

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ABOUT THIS SHOW

This Podcast is created for those who are taking their first step in Machine Learning, those of you who want to brush up the concepts of Machine Learning, learn in a very simple, easy, and interesting manner.The episodes cover the basic concepts of Machine Learning, getting familiar with models, algorithms, other technical concepts.Learn, update your self while you are travel, jog, exercise, or relax.The VISION is" Education for Empowerment".Making Machine Learning accessible to all, willing to learn, grow with Technology and Time.

HOSTED BY

Priyanka Sharma

CATEGORIES

education

Frequently Asked Questions

How many episodes does Machine Learning Simplified have?

Machine Learning Simplified currently has 20 episodes available on PodParley. New episodes are automatically indexed when they're published to the podcast feed.

What is Machine Learning Simplified about?

This Podcast is created for those who are taking their first step in Machine Learning, those of you who want to brush up the concepts of Machine Learning, learn in a very simple, easy, and interesting manner.The episodes cover the basic concepts of Machine Learning, getting familiar with models,...

How often does Machine Learning Simplified release new episodes?

Machine Learning Simplified has 20 episodes. Check the episode list to see recent publication dates and frequency.

Where can I listen to Machine Learning Simplified?

You can listen to Machine Learning Simplified on PodParley by clicking any episode. We provide an embedded audio player for direct listening, and you can also subscribe via your preferred podcast app using the RSS feed.

Who hosts Machine Learning Simplified?

Machine Learning Simplified is created and hosted by Priyanka Sharma.
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