3.50
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Machine Learning Bootcamp: Building Expertise from Scratch

By Karthik Categories: Tamil, Video Course
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About Course

The “Machine Learning Bootcamp: Building Expertise from Scratch” is an intensive and immersive online learning program designed to take participants on a comprehensive journey through the world of machine learning, starting from the very basics and guiding them towards becoming proficient practitioners. This bootcamp is tailored for individuals with little to no prior experience in machine learning, offering a step-by-step approach to mastering this dynamic and transformative field.

 

Through a combination of in-depth video lectures, hands-on coding exercises, interactive projects, and collaborative challenges, the Machine Learning Bootcamp equips learners with the skills, knowledge, and confidence needed to excel in machine learning. The curriculum is thoughtfully structured to ensure a smooth progression from foundational concepts to advanced techniques, ensuring that participants build a robust understanding of the subject matter.

 

One of the standout features of the Machine Learning Bootcamp is its emphasis on practical application. Participants will work on guided projects and assignments that simulate real-world challenges, providing them with a taste of the challenges and triumphs encountered by machine learning practitioners.

 

By the end of the bootcamp, participants will have not only built a solid foundation in machine learning but also developed a portfolio showcasing their practical skills and accomplishments. They will be capable of confidently conceptualizing, designing, and implementing machine learning models, as well as critically evaluating their performance.

 

Overall, the “Machine Learning Bootcamp: Building Expertise from Scratch” offers a transformative learning experience, equipping individuals with the expertise needed to navigate the complexities of machine learning and embark on a journey of continuous growth in this exciting and rapidly evolving field.

 

Benefits of ARIVUDAMAI COURSES

 

Cost-Effective:

More affordable than traditional in-person courses, saving on travel and accommodation expenses.

 

Lifetime Access:

Some courses offer lifetime access to course materials, allowing you to revisit and review the content whenever needed.

 

Hands-On Projects:

Gain practical experience by working on real-world projects.

 

Career Advancement:

Acquire skills that are highly relevant in today’s job market, potentially opening up new career opportunities.

 

Flexibility:

Learn at your own pace and schedule, accommodating your work and personal commitments.

 

Accessibility:

Access course materials and lectures from anywhere with an internet connection.

 

Expert Instructors:

Learn from experienced professionals and experts in the field.

 

Interactive Learning:

Engage with interactive assignments, and projects to reinforce your understanding.

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What Will You Learn?

  • Setting Up Jupyter
  • Python Basics Overview
  • Machine Learning Overview
  • ML Project Using Decision Tree
  • ML Project Using KNN
  • ML Project Using Linear Regression
  • ML Project Using Logistic Regression
  • ML Project Using Naive Bayes
  • ML Project Using Random Forest
  • ML Project Using K-Means Clustering

Course Content

Setting Up Jupyter
Setting Up Jupyter

  • Day 1 – Setting Up Jupyter
    03:00

Python Basics Overview
02Python Basics Overview

Machine Learning Overview
Machine Learning Overview

ML Using Decision Tree
Machine Learning Using Decision Tree Algorithm

ML Using KNN
Machine Learning Using KNN Algorithm

ML Using Linear Regression
Machine Learning Using Linear Regression

ML Using Logistic Regression
Machine Learning Using Logistic Regression Algorithm

ML Using Naive Bayes
Machine Learning Using Naive Bayes

ML Using Random Forest
Machine Learning Using Random Forest Algorithm

ML Using K-Means Clustering
Machine Learning Using K-Means Clustering

Q&A Central: Feel Free to Ask Your Questions
Q&A Central: Feel Free to Ask Your Questions

Course Completion Certificate
Course Completion Certificate

Get Up To 4500 RS Worth Free Gift Vouchers
Get Up To 4500 RS Worth Free Gift Vouchers

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