DataCamp
Data Analyst Track
Seorang Analis Data menggunakan teknik visualisasi dan manipulasi data untuk mengungkap wawasan dan membantu organisasi membuat keputusan yang lebih baik.
- 1. Introduction to Data Science in Python
- 2. Intermediate Python for Data Science
- 3. Python Data Science Toolbox (Part 1)
- 4. Introduction to SQL
- 5. Joining Data in SQL
- 6. Introduction to Relational Databases in SQL
- 7. Importing Data in Python (Part 1)
- 8. Importing Data in Python (Part 2)
- 9. Cleaning Data in Python
- 10. Pandas Foundations
- 11. Manipulating DataFrames with Pandas
- 12. Merging DataFrames with Pandas
- 13. Analyzing Police Activity With Pandas
- 14. Introduction to Data Visualization with Python
- 15. Statistic Thinking in Python (Part 1)
- 16. Statistic Thinking in Python (Part 2)
Extra
- Python Data Science Toolbox (Part 2)
- Introduction to Data Visualization with Seaborn
- Intermediate Data Visualization with Seaborn
- Analyzing Social Media Data in Python
- Introduction to Natural Language Processing in Python
Projects
Di mana Kursus mengajarkan Anda keterampilan ilmu data baru dan Mode Praktik membantu Anda mempertajamnya, membangun Proyek memberi Anda pengalaman memecahkan masalah di dunia nyata.
Dirancang oleh instruktur ahli, Proyek DataCamp adalah langkah penting dalam perjalanan Anda untuk menjadi fasih data dan membantu Anda membangun portofolio ilmu data Anda.
- Introduction to DataCamp Projects
- Dr. Semmelweis and the Discovery of Handwashing
- Exploring 67 years of LEGO
- Exploring the Bitcoin Cryptocurrency Market
- Word Frequency in Moby Dick
- Real-time Insights from Social Media Data
- Who's Tweeting? Trump or Trudeau?
- Disney Movies and Box Office Success
- Comparing Cosmetics by Ingredients
- Up and Down With the Kardashians
- Analyze Your Runkeeper Fitness Data
- Book Recommendations from Charles Darwin
- Give Life: Predict Blood Donations
- The Android App Market on Google Play
- Find Movie Similarity from Plot Summaries
- Which Debts Are Worth the Bank's Effort?
- The GitHub History of the Scala Language
- Reducing Traffic Mortality in the USA
- ASL Recognition with Deep Learning
- Do Left-handed People Really Die Young?
- Bad passwords and the NIST guidelines
- A Visual History of Nobel Prize Winners
- Naïve Bees: Deep Learning with Images
- Who Is Drunk and When in Ames, Iowa?
- Naïve Bees: Predict Species from Images
- Extract Stock Sentiment from News Headlines
- Recreating John Snow's Ghost Map
- Mobile Games A/B Testing with Cookie Cats
- Name Game: Gender Prediction using Sound
- Classify Song Genres from Audio Data
- Generating Keywords for Google Ads
- Naïve Bees: Image Loading and Processing
- A New Era of Data Analysis in Baseball
- The Hottest Topics in Machine Learning
- Predicting Credit Card Approvals
- Exploring the Evolution of Linux
- Risk and Returns: The Sharpe Ratio
- TV, Halftime Shows, and the Big Game
- A Network Analysis of Game of Thrones