Kaggle#

  • https://www.kaggle.com/general/217218

  • https://www.kaggle.com/learn

Num

Course

Desc

Other

1

Intro to Programming

Get starteddd with Python,if you have no coding experience.

2

Python

Learn the most important language for data science.

3

Intro to Machine Learning

Learn the coree ideaas in machine learrning,and build your firsst models.

4

Pandas

Solve short hands-on challenges to perfect your data manipulation skills.

5

Intermediate Machine Learning

Handle missing values,non-numerrric values,data leakage,and more.

6

Data Visualization

Make great data visualizations.A great way to see the power of coding!

7

Feature Engineering

Better features make better models. Discover how to get the most out of your data.

8

Intro to SQL

Learn SQL for working with databases, using Google BigQuery.

9

Advanced SQL

Take your SQL skills to the next level.

10

Intro to Deep Learning

Use TensorFlow and Keras to build and train neural networks for structured data.

11

Computerr Vision

Build convolutional neural networks with TensorFlow and Keras.

12

Time Series

Apply machine learning to real-world forecasting tasks.

13

Data Cleaning

Master efficient workflows for cleaning real-world messy data.

14

Intro to AI Ethics

Explore practical tools to guide the moral design of AI systems.

15

Geospatial Analysis

Create interactive maps, and discover patterns in geospatial data.

16

Machine Learning Explainabilty

Extract human-understandable insights from any model.

17

Intro to Game AI and Reinforcement Learning

Build your own video game bots, using classic and cutting-edge algorithms.