Learn Data Science for Free with Kaggle Micro-Courses

Data Professor ยท Beginner ยท๐Ÿ“Š Data Analytics & Business Intelligence ยท5y ago
In this video, I will show how you can learn data science for free with Kaggle Micro-Courses. ๐ŸŒŸ Buy me a coffee: https://www.buymeacoffee.com/dataprofessor โญ• Data Science curriculum contained in Kaggle Micro-Courses: 1. Python 2. Intro to Machine Learning 3. Intermediate Machine Learning 4. Data Visualization 5. Pandas 6. Feature Engineering 7. Deep Learning 8. Intro to SQL 9. Advanced SQL 10. Geospatial Analysis 11. Microchallenges 12. Machine Learning Explainability 13. Natural Language Processing 14. Intro to Game AI and Reinforcement Learning โญ• Playlist: Check out our other videos in the following playlists. โœ… Data Science 101: https://bit.ly/dataprofessor-ds101 โœ… Data Science YouTuber Podcast: https://bit.ly/datascience-youtuber-podcast โœ… Data Science Virtual Internship: https://bit.ly/dataprofessor-internship โœ… Bioinformatics: http://bit.ly/dataprofessor-bioinformatics โœ… Data Science Toolbox: https://bit.ly/dataprofessor-datasciencetoolbox โœ… Streamlit (Web App in Python): https://bit.ly/dataprofessor-streamlit โœ… Shiny (Web App in R): https://bit.ly/dataprofessor-shiny โœ… Google Colab Tips and Tricks: https://bit.ly/dataprofessor-google-colab โœ… Pandas Tips and Tricks: https://bit.ly/dataprofessor-pandas โœ… Python Data Science Project: https://bit.ly/dataprofessor-python-ds โœ… R Data Science Project: https://bit.ly/dataprofessor-r-ds โญ• Subscribe: If you're new here, it would mean the world to me if you would consider subscribing to this channel. โœ… Subscribe: https://www.youtube.com/dataprofessor?sub_confirmation=1 โญ• Recommended Tools: Kite is a FREE AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while youโ€™re typing. I've been using Kite and I love it! โœ… Check out Kite: https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=dataprofessor&utm_content=description-only โญ• Recommended Books: โœ… Hands-On
Watch on YouTube โ†— (saves to browser)
Sign in to unlock AI tutor explanation ยท โšก30

Playlist

Uploads from Data Professor ยท Data Professor ยท 0 of 60

โ† Previous Next โ†’
1 How a Biologist became a Data Scientist
How a Biologist became a Data Scientist
Data Professor
2 WEKA Tutorial #1.1 - How to Build a Data Mining Model from Scratch
WEKA Tutorial #1.1 - How to Build a Data Mining Model from Scratch
Data Professor
3 WEKA Tutorial #1.2 - How to Build a Data Mining Model from Scratch
WEKA Tutorial #1.2 - How to Build a Data Mining Model from Scratch
Data Professor
4 WEKA Tutorial #1.3 - How to Build a Data Mining Model from Scratch
WEKA Tutorial #1.3 - How to Build a Data Mining Model from Scratch
Data Professor
5 Computational Drug Discovery: Machine Learning for Making Sense of Big Data in Drug Discovery
Computational Drug Discovery: Machine Learning for Making Sense of Big Data in Drug Discovery
Data Professor
6 Quotes #1 on Big Data and Data Science
Quotes #1 on Big Data and Data Science
Data Professor
7 Quotes #2 on Big Data and Data Science
Quotes #2 on Big Data and Data Science
Data Professor
8 Quotes #3 on Big Data and Data Science
Quotes #3 on Big Data and Data Science
Data Professor
9 Quotes #4 on Big Data and Data Science
Quotes #4 on Big Data and Data Science
Data Professor
10 Quotes #5 on Big Data and Data Science
Quotes #5 on Big Data and Data Science
Data Professor
11 Data Science 101: Starting a Data Science / Data Mining Project
Data Science 101: Starting a Data Science / Data Mining Project
Data Professor
12 Data Science 101: CRISP-DM - Data Mining / Data Science in 6 Steps
Data Science 101: CRISP-DM - Data Mining / Data Science in 6 Steps
Data Professor
13 R Programming 101: How to Define Variables
R Programming 101: How to Define Variables
Data Professor
14 R Programming 101: Read and Write CSV files
R Programming 101: Read and Write CSV files
Data Professor
15 Data Science 101: Basic Command-Line for Data Science
Data Science 101: Basic Command-Line for Data Science
Data Professor
16 Strategies for Learning Data Science in 2020 (Data Science 101)
Strategies for Learning Data Science in 2020 (Data Science 101)
Data Professor
17 Building your Data Science Portfolio with GitHub (Data Science 101)
Building your Data Science Portfolio with GitHub (Data Science 101)
Data Professor
18 R Programming 101: Setting up R programming environment (R, RStudio and RStudio.cloud)
R Programming 101: Setting up R programming environment (R, RStudio and RStudio.cloud)
Data Professor
19 Exploratory Data Analysis in R: Towards Data Understanding
Exploratory Data Analysis in R: Towards Data Understanding
Data Professor
20 Exploratory Data Analysis in R: Quick Dive into Data Visualization
Exploratory Data Analysis in R: Quick Dive into Data Visualization
Data Professor
21 Machine Learning in R: Building a Classification Model
Machine Learning in R: Building a Classification Model
Data Professor
22 Machine Learning in R: Repurpose Machine Learning Code for New Data
Machine Learning in R: Repurpose Machine Learning Code for New Data
Data Professor
23 Data Science 101: Deploying your Machine Learning Model
Data Science 101: Deploying your Machine Learning Model
Data Professor
24 Machine Learning in R: Deploy Machine Learning Model using RDS
Machine Learning in R: Deploy Machine Learning Model using RDS
Data Professor
25 Data Pre-processing in R: Handling Missing Data
Data Pre-processing in R: Handling Missing Data
Data Professor
26 Machine Learning in R: Speed up Model Building with Parallel Computing
Machine Learning in R: Speed up Model Building with Parallel Computing
Data Professor
27 Data Science 101: Overview of Machine Learning Model Building Process
Data Science 101: Overview of Machine Learning Model Building Process
Data Professor
28 Web Apps in R: Building your First Web Application in R | Shiny Tutorial Ep 1
Web Apps in R: Building your First Web Application in R | Shiny Tutorial Ep 1
Data Professor
29 Web Apps in R: Build Interactive Histogram Web Application in R | Shiny Tutorial Ep 2
Web Apps in R: Build Interactive Histogram Web Application in R | Shiny Tutorial Ep 2
Data Professor
30 Web Apps in R: Building Data-Driven Web Application in R | Shiny Tutorial Ep 3
Web Apps in R: Building Data-Driven Web Application in R | Shiny Tutorial Ep 3
Data Professor
31 Web Apps in R: Building the Machine Learning Web Application in R | Shiny Tutorial Ep 4
Web Apps in R: Building the Machine Learning Web Application in R | Shiny Tutorial Ep 4
Data Professor
32 Web Apps in R: Build BMI Calculator web application in R for health monitoring | Shiny Tutorial Ep 5
Web Apps in R: Build BMI Calculator web application in R for health monitoring | Shiny Tutorial Ep 5
Data Professor
33 Machine Learning in R: Building a Linear Regression Model
Machine Learning in R: Building a Linear Regression Model
Data Professor
34 What programming language to learn for Data Science? R versus Python
What programming language to learn for Data Science? R versus Python
Data Professor
35 How to Become a Data Scientist (Learning Path and Skill Sets Needed)
How to Become a Data Scientist (Learning Path and Skill Sets Needed)
Data Professor
36 Using Python in R
Using Python in R
Data Professor
37 Interpretable Machine Learning Models
Interpretable Machine Learning Models
Data Professor
38 Making Scatter Plots in R [Data Visualisation in R series]
Making Scatter Plots in R [Data Visualisation in R series]
Data Professor
39 Machine Learning in Python: Building a Classification Model
Machine Learning in Python: Building a Classification Model
Data Professor
40 Compare Machine Learning Classifiers in Python
Compare Machine Learning Classifiers in Python
Data Professor
41 Hyperparameter Tuning of Machine Learning Model in Python
Hyperparameter Tuning of Machine Learning Model in Python
Data Professor
42 Practical Introduction to Google Colab for Data Science
Practical Introduction to Google Colab for Data Science
Data Professor
43 File Handling in Google Colab for Data Science
File Handling in Google Colab for Data Science
Data Professor
44 Pandas for Data Science: Create and Combine DataFrames / Rename Columns
Pandas for Data Science: Create and Combine DataFrames / Rename Columns
Data Professor
45 Machine Learning in Python: Building a Linear Regression Model
Machine Learning in Python: Building a Linear Regression Model
Data Professor
46 Machine Learning in Python: Principal Component Analysis (PCA) for Handling High-Dimensional Data
Machine Learning in Python: Principal Component Analysis (PCA) for Handling High-Dimensional Data
Data Professor
47 How to Plot an ROC Curve in Python | Machine Learning in Python
How to Plot an ROC Curve in Python | Machine Learning in Python
Data Professor
48 Installing conda on Google Colab for Data Science
Installing conda on Google Colab for Data Science
Data Professor
49 Use native R on Google Colab for Data Science
Use native R on Google Colab for Data Science
Data Professor
50 How to Save and Download files from Google Colab
How to Save and Download files from Google Colab
Data Professor
51 Easy Web Scraping in Python using Pandas for Data Science
Easy Web Scraping in Python using Pandas for Data Science
Data Professor
52 Data Science for Computational Drug Discovery using Python (Part 1)
Data Science for Computational Drug Discovery using Python (Part 1)
Data Professor
53 Pandas Profiling for Data Science (Quick and Easy Exploratory Data Analysis)
Pandas Profiling for Data Science (Quick and Easy Exploratory Data Analysis)
Data Professor
54 Exploratory Data Analysis in Python using pandas
Exploratory Data Analysis in Python using pandas
Data Professor
55 Quick tour of PyCaret (a low-code machine learning library in Python)
Quick tour of PyCaret (a low-code machine learning library in Python)
Data Professor
56 How to Upload Files to Google Colab
How to Upload Files to Google Colab
Data Professor
57 How to Install and Use Pandas Profiling on Google Colab
How to Install and Use Pandas Profiling on Google Colab
Data Professor
58 How to Adjust the Style of Pandas DataFrame
How to Adjust the Style of Pandas DataFrame
Data Professor
59 How to use Bamboolib for Data Wrangling in Data Science
How to use Bamboolib for Data Wrangling in Data Science
Data Professor
60 How to use Pandas Profiling on Kaggle
How to use Pandas Profiling on Kaggle
Data Professor

Related AI Lessons

โšก
The Unexpected Benefits of Knowledge Hoarding: What Two Years with Papers Taught Me About Information Addiction
Discover the unexpected benefits of knowledge hoarding and how it can change your approach to information management
Dev.to AI
โšก
DFAS-RPG: Article 08 | Validation Governance: Separating Path Integrity from Outcomes
Learn to separate path integrity from outcomes in validation governance for Research Path Governance (DFAS-RPG)
Medium ยท Data Science
โšก
I Built an AI-powered Youth Intelligence Platform Dashboard to Track The Rate of Unemployment- Hereโ€ฆ
Learn how to build an AI-powered dashboard to track youth unemployment rates using Python and data analytics, and discover insights from a real-world project in Kenya.
Medium ยท Python
โšก
ANรLISE DE MOVIMENTAร‡รƒO DE EXPORTAร‡ร•ES NOS PORTOS DO CEARร
Analyze export movement in Cearรก ports using Python to understand the impact of cargo exports
Medium ยท Python
Up next
Analyze Investment Banking and IPO Strategies
Coursera
Watch โ†’