Machine Learning Certification Course for Beginners

  • BeginnerLevel

  • 6 hrs 0 minsDuration

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About this Course

  • Learn Python, machine learning basics, model building, and feature engineering to improve predictive performance.
  • Master Python libraries such as NumPy and Pandas for data analysis, data manipulation, and exploratory data analysis.
  • Work on projects like Customer Churn Prediction and NYC Taxi Trip Duration to gain hands-on experience.

Learning Outcomes

Data Analysis Techniques

Use NumPy and Pandas to analyze and manipulate datasets effectively.

Statistics & EDA

Learn key statistical concepts and explore data visually.

Building ML Models

Implement Linear Regression, Logistic Regression, and Decision Trees.

Practical Problem Solving

Solve real-world classification and regression tasks.

Who Should Enroll

  • Professionals aiming to enhance data science skills and apply machine learning techniques effectively at work.
  • Students eager to learn machine learning fundamentals and gain hands-on experience with predictive modeling.
  • Anyone interested in understanding machine learning algorithms and their applications in real-world scenarios.

Course Curriculum

This curriculum covers everything from Python basics to advanced machine learning concepts, ensuring a strong foundation in predictive modeling.

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  1. 1. Understanding the Basics of Machine Learning

  2. 2. Overview of Supervised and Unsupervised Learning

  3. 3. Real-World Applications of Machine Learning

  1. 1. Getting Started with Python

  2. 2. Exploring Python Libraries for Data Science

  3. 3. Working with DataFrames in Pandas

Meet the instructor

Our instructor and mentors carry years of experience in data industry

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Kunal Jain

CEO, Analytics Vidhya

Kunal has 15+ years of experience in the field of Data Science and is the founder and CEO of Analytics Vidhya- the world's 2nd largest Data Science community.

Get this Course Now

With this course you’ll get

  • 360 hour

    Duration

  • Kunal Jain

    Instructor

  • Beginner

    Level

Certificate of completion

Earn a professional certificate upon course completion

  • Globally recognized certificate
  • Verifiable online credential
  • Enhances professional credibility

Frequently Asked Questions

Looking for answers to other questions?

This course is designed for individuals looking to learn Machine Learning. It covers Python for Data Science, statistics, EDA, ML algorithms, and case studies.

You will receive information about all necessary installations as part of the course.

It is highly recommended to follow the course in its designed order for maximum learning.

Yes, you will receive a certificate upon successfully completing the course.

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