This Book will Help you Land a Data Science Job

Data Professor · Beginner ·📐 ML Fundamentals ·5y ago
Are you interested in a career in Data Science? In this video, I will be reviewing this awesome book “Build a Career in Data Science” published by Manning. Particularly, this book provides practical advices that will help you to navigate your way from an Aspiring Data Scientist through to becoming a Data Science Manager. 🌟 Buy me a coffee: https://www.buymeacoffee.com/dataprofessor ⭕ Links for this video: ✅ Building a Career in Data Science book: https://amzn.to/3mZvZz5 Build a Career in Data Science Table of Contents: PART 1 - GETTING STARTED WITH DATA SCIENCE 1. What is data science? 2. Data science companies 3. Getting the skills 4. Building a portfolio PART 2 - FINDING YOUR DATA SCIENCE JOB 5. The search: Identifying the right job for you 6. The application: Résumés and cover letters 7. The interview: What to expect and how to handle it 8. The offer: Knowing what to accept PART 3 - SETTLING INTO DATA SCIENCE 9. The first months on the job 10. Making an effective analysis 11. Deploying a model into production 12. Working with stakeholders PART 4 - GROWING IN YOUR DATA SCIENCE ROLE 13. When your data science project fails 14. Joining the data science community 15. Leaving your job gracefully 16. Moving up the ladder ⭕ Playlist: Check out our other videos in the following playlists. ✅ Data Science 101: https://bit.ly/dataprofessor-ds101 ✅ Data Science YouTuber Podcast: https://bit.ly/datascience-youtuber-podcast ✅ 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: https://bit.ly/dataprofessor-google-colab ✅ Pandas Tips and Tricks: https://bit.ly/dataprofessor-pandas ✅ Python Data Science Project: https://bit.ly/dataprofessor-python-ds ✅ R Data Scie
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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
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
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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)
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
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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
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
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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
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
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 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

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