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Data Science Tutorial 2024 - Learn Data Science for Free
8 Modules31 Lessons5987 Learners
This comprehensive data science tutorial will help you learn data science concepts, and fundamentals including statistics, programming, and machine learning.
Start LearningLast Updated: 17th April, 2024
Welcome to the world of Data Science. Here, we uncover hidden insights in data to guide smarter choices. Learn Data Science to open doors to endless opportunities. In today's data-driven era, turning information into valuable insights is a game-changer.
AlmaBetter’s Data Science Tutorial for Beginners is an introductory course that provides an overview of the field of data science which includes modules such as Machine Learning, Supervised Learning, Unsupervised Learning, MLOPS, Regression and many more deep concepts of data science.
AlamBetter Tutorials are the best platform to learn data science from scratch. Our free Data Science Tutorial is the best way to learn data science online as it provides you the freedom to learn at your own pace and enjoy the learning to the fullest.
Modules Explored in Our Data Science Tutorial:
- Getting Started with Machine Learning
- Data preparation and EDA
- Supervised Learning
- Regression
- Classification
- Non-Linear Model
- Unsupervised Learning
- MLOPS
Course Curriculum
Getting Started with Machine Learning
Introduction to Machine Learning
Types of Machine Learning Model
Applications of Machine Learning
Data preparation and EDA
Data Cleaning in Data Science
Normalization in Machine Learning
Introduction to Exploratory Data Analysis (EDA)
Feature Engineering for Machine Learning
Supervised Learning
Introduction to Supervised Learning
Regression in Machine Learning
Classification in Data Science
Regression
Linear Regression in Machine learning
Understanding Bias Variance Tradeoff
Regularization in Machine Learning
Metrics to Measure Regression Models
Classification
Logistic Regression in Machine Learning
Decision Tree in Machine Learning
Ensembles of Decision Trees
Random Forest Algorithm in Machine Learning
AdaBoost Algorithm in Machine Learning
Gradient Boosting Algorithm for Machine Learning
XGBoost Algorithm in Machine Learning
Metrics for Classification Model
Summary
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