Learn Data Science with Medium.com

Data Professor · Beginner ·🛠️ AI Tools & Apps ·5y ago
In this video, I will be introducing you to the Medium.com platform as a great resource for learning Data Science. Medium is a blogging platform where writers can publish their articles in publications and in this video we cover the 2 popular publications: Towards Data Science and Towards AI. I also take you through a guided tour of how you can use Medium to learn data science. 🌟 Buy me coffee: https://www.buymeacoffee.com/dataprofessor To get you started in your Data Science Learning Journey, I also share a list of suggested Technical Writers in Data Science to follow on Medium.com: ⭕ My Data Science YouTuber Friends ✅ Chanin Nantasenamat: https://medium.com/@chanin.nantasenamat ✅ Ken Jee: https://medium.com/@kenneth.b.jee ✅ Daniel Bourke: https://medium.com/@mrdbourke ✅ Jay Feng: https://medium.com/@jayfeng ✅ Jaemin Lee: https://medium.com/@importdata ✅ Mario Paul: https://medium.com/@mariorashad.paul ⭕ Other Top Writers in Data Science: ✅ Andre Ye: https://medium.com/@andre_ye ✅ Benedict Neo: https://medium.com/@benthecoder07 ✅ Cassie Kozyrkov: https://medium.com/@kozyrkov ✅ Favio Vázquez: https://medium.com/@faviovazquez ✅ Jeremie Harris: https://medium.com/@jeremie_sharpestminds ✅ Rebecca Vickery: https://medium.com/@rebecca.vickery ✅ Matt Przybyla: https://medium.com/@datasciencehacker ✅ Moez Ali: https://medium.com/@moez_62905 ✅ Przemek Chojecki: https://medium.com/@pchojecki ✅ Rahul Agarwal: https://medium.com/@rahul_agarwal ✅ Terence S: https://medium.com/@terenceshin ⭕ Playlist: Check out our other videos in the following playlists. ✅ Data Science 101: https://bit.ly/dataprofessor-ds101 ✅ Data Science Virtual Internship: https://bit.ly/dataprofessor-internship ✅ Bioinformatics: http://bit.ly/dataprofessor-bioinformatics ✅ Data Science Toolbox: https://bit.ly/dataprofessor-datasciencetoolbox ✅ Streamlit (Web App in Python): https://bit.ly/dataprofessor-streamlit ✅ Shiny (Web App in R): https://bit.ly/dataprofessor-shiny ✅ Google Colab Tips and Tricks:
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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
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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
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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
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6 Quotes #1 on Big Data and Data Science
Quotes #1 on Big Data and Data Science
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7 Quotes #2 on Big Data and Data Science
Quotes #2 on Big Data and Data Science
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8 Quotes #3 on Big Data and Data Science
Quotes #3 on Big Data and Data Science
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9 Quotes #4 on Big Data and Data Science
Quotes #4 on Big Data and Data Science
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10 Quotes #5 on Big Data and Data Science
Quotes #5 on Big Data and Data Science
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11 Data Science 101: Starting a Data Science / Data Mining Project
Data Science 101: Starting a Data Science / Data Mining Project
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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
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13 R Programming 101: How to Define Variables
R Programming 101: How to Define Variables
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14 R Programming 101: Read and Write CSV files
R Programming 101: Read and Write CSV files
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15 Data Science 101: Basic Command-Line for Data Science
Data Science 101: Basic Command-Line for Data Science
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16 Strategies for Learning Data Science in 2020 (Data Science 101)
Strategies for Learning Data Science in 2020 (Data Science 101)
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17 Building your Data Science Portfolio with GitHub (Data Science 101)
Building your Data Science Portfolio with GitHub (Data Science 101)
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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)
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19 Exploratory Data Analysis in R: Towards Data Understanding
Exploratory Data Analysis in R: Towards Data Understanding
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20 Exploratory Data Analysis in R: Quick Dive into Data Visualization
Exploratory Data Analysis in R: Quick Dive into Data Visualization
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21 Machine Learning in R: Building a Classification Model
Machine Learning in R: Building a Classification Model
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22 Machine Learning in R: Repurpose Machine Learning Code for New Data
Machine Learning in R: Repurpose Machine Learning Code for New Data
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23 Data Science 101: Deploying your Machine Learning Model
Data Science 101: Deploying your Machine Learning Model
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24 Machine Learning in R: Deploy Machine Learning Model using RDS
Machine Learning in R: Deploy Machine Learning Model using RDS
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25 Data Pre-processing in R: Handling Missing Data
Data Pre-processing in R: Handling Missing Data
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26 Machine Learning in R: Speed up Model Building with Parallel Computing
Machine Learning in R: Speed up Model Building with Parallel Computing
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27 Data Science 101: Overview of Machine Learning Model Building Process
Data Science 101: Overview of Machine Learning Model Building Process
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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
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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
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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
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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
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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
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33 Machine Learning in R: Building a Linear Regression Model
Machine Learning in R: Building a Linear Regression Model
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34 What programming language to learn for Data Science? R versus Python
What programming language to learn for Data Science? R versus Python
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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)
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36 Using Python in R
Using Python in R
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37 Interpretable Machine Learning Models
Interpretable Machine Learning Models
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38 Making Scatter Plots in R [Data Visualisation in R series]
Making Scatter Plots in R [Data Visualisation in R series]
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39 Machine Learning in Python: Building a Classification Model
Machine Learning in Python: Building a Classification Model
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40 Compare Machine Learning Classifiers in Python
Compare Machine Learning Classifiers in Python
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41 Hyperparameter Tuning of Machine Learning Model in Python
Hyperparameter Tuning of Machine Learning Model in Python
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42 Practical Introduction to Google Colab for Data Science
Practical Introduction to Google Colab for Data Science
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43 File Handling in Google Colab for Data Science
File Handling in Google Colab for Data Science
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44 Pandas for Data Science: Create and Combine DataFrames / Rename Columns
Pandas for Data Science: Create and Combine DataFrames / Rename Columns
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45 Machine Learning in Python: Building a Linear Regression Model
Machine Learning in Python: Building a Linear Regression Model
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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
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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
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48 Installing conda on Google Colab for Data Science
Installing conda on Google Colab for Data Science
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49 Use native R on Google Colab for Data Science
Use native R on Google Colab for Data Science
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50 How to Save and Download files from Google Colab
How to Save and Download files from Google Colab
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51 Easy Web Scraping in Python using Pandas for Data Science
Easy Web Scraping in Python using Pandas for Data Science
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52 Data Science for Computational Drug Discovery using Python (Part 1)
Data Science for Computational Drug Discovery using Python (Part 1)
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53 Pandas Profiling for Data Science (Quick and Easy Exploratory Data Analysis)
Pandas Profiling for Data Science (Quick and Easy Exploratory Data Analysis)
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54 Exploratory Data Analysis in Python using pandas
Exploratory Data Analysis in Python using pandas
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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)
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56 How to Upload Files to Google Colab
How to Upload Files to Google Colab
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57 How to Install and Use Pandas Profiling on Google Colab
How to Install and Use Pandas Profiling on Google Colab
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58 How to Adjust the Style of Pandas DataFrame
How to Adjust the Style of Pandas DataFrame
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59 How to use Bamboolib for Data Wrangling in Data Science
How to use Bamboolib for Data Wrangling in Data Science
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60 How to use Pandas Profiling on Kaggle
How to use Pandas Profiling on Kaggle
Data Professor

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