...
Full Bio
Use Machine Learning To Teach Robots to Navigate by CMU & Facebook Artificial Intelligence Research Team
218 days ago
Top 10 Artificial Intelligence & Data Science Master's Courses for 2020
219 days ago
Is Data Science Dead? Long Live Business Science
247 days ago
New Way to write code is about to Change: Join the Revolution
248 days ago
Google Go Language Future, Programming Language Programmer Will Get Best Paid Jobs
569 days ago
Top 10 Best Countries for Software Engineers to Work & High in-Demand Programming Languages
722244 views
Highest Paying Programming Language, Skills: Here Are The Top Earners
668991 views
Which Programming Languages in Demand & Earn The Highest Salaries?
474078 views
Top 5 Programming Languages Mostly Used By Facebook Programmers To Developed All Product
458151 views
World's Most Popular 5 Hardest Programming Language
388548 views
5 Data Science Projects That Will Get You Hired in 2018

- Importing data
- Joining multiple datasets
- Detecting missing values
- Detecting anomalies
- Imputing for missing values
- Data quality assurance

- Ability to formulate relevant questions for investigation
- Identifying trends
- Identifying covariation between variables
- Communicating results effectively using visualizations (scatterplots, histograms, box and whisker, etc.)

- Including metrics relevant to your customer's needs
- Creating useful features
- A logical layout (â??F-patternâ?? for easy scanning)
- Creating an optimum refresh rate
- Generating reports or other automated actions

- Reason why you chose to use a specific machine learning model
- Splitting data into training/test sets (k-fold cross validation) to avoid overfitting
- Selecting the right evaluation metrics (AUC, adj-R^2, confusion matrix, etc.)
- Feature engineering and selection
- Hyperparameter tuning

- Know your intended audience
- Present relevant visualizations
- Don't crowd your slides with too much information
- Make sure your presentation flows well
- Tie results to a business impact (reduced cost, increased revenue)