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Complete Data Science & Machine Learning Bootcamp in Python

Learn Python,NumPy,Pandas,Matplotlib,Seaborn,Scikit-learn,Dask,LightGBM,XGBoost,CatBoost,Streamlit,Power BI & much more

     
  • 4.6
  •  |
  • Reviews ( 83 )
₹569

This Course Includes

  • iconudemy
  • icon4.6 (83 reviews )
  • icon18h 4m
  • iconenglish
  • iconOnline - Self Paced
  • iconprofessional certificate
  • iconUdemy

About Complete Data Science & Machine Learning Bootcamp in Python

Obtain skills in one of the most sort after fields of this century

In this course, you'll learn how to get started in data science. You don't need any prior knowledge in programming. We'll teach you the Python basics you need to get started. Here are some of the items we will cover in this course

The Data Science Process

Python for Data Science

NumPy for Numerical Computation

Pandas for Data Manipulation

Matplotlib for Visualization

Seaborn for Beautiful Visuals

Plotly for Interactive Visuals

Introduction to Machine Learning

Dask for Big Data

Power BI Desktop

Google Data Studio

Association Rule Mining - Apriori

Deep Learning

Apache Spark for Handling Big Data For the machine learning section here are some items we'll cover :

How Algorithms Work

Advantages & Disadvantages of Various Algorithms

Feature Importances

Metrics

Cross-Validation

Fighting Overfitting

Hyperparameter Tuning

Handling Imbalanced Data

TensorFlow & Keras

Automated Machine Learning(AutoML)

Natural Language Processing The course also contains exercises and solutions that will help you practice what you have learned.

By enrolling in this course, you'll have lifetime access to the videos and Notebooks.

Purchasing the course also comes with

a 30-day money-back guarantee,

so you can try it at no risk at all. Let's now add Data Science, Machine Learning, and Deep Learning to your CV. See you inside the course. The course also contains exercises and solutions that will help you practice what you have learned.

By enrolling in this course, you'll have lifetime access to the videos and Notebooks.

Purchasing the course also comes with

a 30-day money-back guarantee,

so you can try it at no risk at all. Let's now add Data Science, Machine Learning, and Deep Learning to your CV. See you inside the course. The course also contains exercises and solutions that will help you practice what you have learned.

By enrolling in this course, you'll have lifetime access to the videos and Notebooks.

Purchasing the course also comes with

a 30-day money-back guarantee,

so you can try it at no risk at all. Let's now add Data Science, Machine Learning, and Deep Learning to your CV. See you inside the course.

What You Will Learn?

  • Python for data science .
  • The data science process .
  • NumPy for numerical computation .
  • Pandas for data manipulation .
  • Matplotlib for visualization .
  • Seaborn for beautiful visuals .
  • Plotly for interactive visuals .
  • Introduction to machine learning .
  • Dask for big data .
  • LightGBM .
  • XGBoost .
  • CatBoost .
  • Linear regression .
  • Logistic regression .
  • Decision trees .
  • Random forest .
  • Deep learning using Keras and TensorFlow .
  • Artificial Neural Networks .
  • Convolutional Neural Networks .
  • Natural language processing .
  • Support Vector Machines .
  • KNearest Neighbors .
  • Statistical Testing .
  • K-Means clustering .
  • Principal Component Analysis .
  • Association Rule Mining - Apriori .
  • Building Dashboards in Power BI .
  • Data Science Applications with Dash .
  • Apache Spark in Python .
  • Google Data Studio Show moreShow less.