https://github.com/maxvol/datacamp
DataCamp certificates
https://github.com/maxvol/datacamp
Last synced: over 1 year ago
JSON representation
DataCamp certificates
- Host: GitHub
- URL: https://github.com/maxvol/datacamp
- Owner: maxvol
- Created: 2020-05-28T15:22:18.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2024-12-14T15:38:15.000Z (over 1 year ago)
- Last Synced: 2025-01-10T08:08:58.915Z (over 1 year ago)
- Homepage:
- Size: 136 KB
- Stars: 24
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# DataCamp
* *Courses*
* [Reinforcement Learning with Gymnasium in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/26464d5b5f7d3f2515d454754c1c2913f3b0837a)
* [Deep Reinforcement Learning in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/458b08d3db72cb9b0a283c412ca6cdf9506e8a49)
* [Introduction to Optimization in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/8ec3d7a157b960732515bf9f6a1c7769848c8d1b)
* [Analyzing Marketing Campaigns with pandas](https://www.datacamp.com/completed/statement-of-accomplishment/course/3c5b9f2a31cd34db107edf6d0468c614d8295939)
* [Predicting CTR with Machine Learning in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/e51f8f104ecebfdc593a4c3765d1b2c62d24195b)
* [Market Basket Analysis in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/6f77178e3d7ba82230f39707e3529022d1cf9884)
* [Building Recommendation Engines in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/2dbe8952edbbf2c6a0269ace339c6d0ec5d30bdb)
* [Survival Analysis in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/28355841d003eab3422b48f0029e571b5b108a43)
* [Introduction to Network Analysis in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/150b241e8a42841651d416adeb0e28783f32d277)
* [Intermediate Network Analysis in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/be0e08e1cff45979226890c0f0225fc612725ad2)
* [Structural Equation Modeling with lavaan in R](https://www.datacamp.com/completed/statement-of-accomplishment/course/d280773a8d40045cee012ac43a64fc780fef5241)
* [Discrete Event Simulation in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/c33f656a2fb141e427843de8bc7fec430145cc69)
* [Introduction to Data Warehousing](https://www.datacamp.com/completed/statement-of-accomplishment/course/c389f5de361faf6902f124aca3089948ca5e0de8)
* [Data Management Concepts](https://www.datacamp.com/completed/statement-of-accomplishment/course/ab72c05ed2783766a432c6472d29d90df4772de8)
* [Understanding Modern Data Architecture](https://www.datacamp.com/completed/statement-of-accomplishment/course/1be69e6acc294c64f0d4aefb412b5b12c5cbc576)
* [Introduction to dbt](https://www.datacamp.com/completed/statement-of-accomplishment/course/9a51f100b6d93a41bd2cae27a4a55b2891888ae8)
* [Introduction to Docker](https://www.datacamp.com/completed/statement-of-accomplishment/course/5fa3e915ff66a7be24b15a3bd76d91dcbb86305b)
* [Intermediate Docker](https://www.datacamp.com/completed/statement-of-accomplishment/course/8ab8529869ba219e06b7fb72419d038788985562)
* [CI/CD for Machine Learning](https://www.datacamp.com/completed/statement-of-accomplishment/course/ffff9f82833f28d3bc81f37efeb5d08b5a9e7901)
* [Introduction to Azure](https://www.datacamp.com/completed/statement-of-accomplishment/course/9f1c8d747c1e13a640c22f7471a1ebcde8f3394b)
* [Introduction to AWS](https://www.datacamp.com/completed/statement-of-accomplishment/course/732c290b4f453dd3552dba98c25ce5886c39baea)
* [Working with Llama 3](https://www.datacamp.com/completed/statement-of-accomplishment/course/f3df22b16b3387324d23f839695af1b0acbcb511)
* [Intermediate ChatGPT](https://www.datacamp.com/completed/statement-of-accomplishment/course/1bc7d63cfc1cff5d8b5986fc5ddb1fa575dec3cf)
* [Decoding Decision Modeling](https://www.datacamp.com/completed/statement-of-accomplishment/course/4be80fcbf0458cc6dd44983c5f5c54ac15867107)
* [Explainable AI in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/a02bd773f856ab26b8c10fd81c728fabba9b596e)
* [Retrieval Augmented Generation (RAG) with LangChain](https://www.datacamp.com/completed/statement-of-accomplishment/course/95cb4e7c98af3c3ef063c6f1cba04bfc4ab15023)
* [Designing Agentic Systems with LangChain](https://www.datacamp.com/completed/statement-of-accomplishment/course/367df1efda9c889d939a51b845f42054ca19685c)
* [Introduction to FastAPI](https://www.datacamp.com/completed/statement-of-accomplishment/course/0aa16b6c9020a7ac745c2e2d45f43aabfdfdbd1f)
* *Skill Tracks*
* [Marketing Analytics with Python](https://www.datacamp.com/statement-of-accomplishment/track/e4237897b7eaa95b81f517c4e823ffcd9fd5da20)
* [Marketing Analytics: Predicting Customer Churn in Python](https://www.datacamp.com/statement-of-accomplishment/course/b139c5e37cb90da701d4cae269f9a1b236b3a251)
* [Customer Analytics and A/B Testing in Python](https://www.datacamp.com/statement-of-accomplishment/course/29c7a3e419748c264f5b3c5a35b676b795aec6d4)
* [Customer Segmentation in Python](https://www.datacamp.com/statement-of-accomplishment/course/96cc13a2329ae6d1af60e3ef3449c02a012f0e4c)
* [Machine Learning for Marketing in Python](https://www.datacamp.com/statement-of-accomplishment/course/6b3ca04ef97f927bdd7f14af84ed31cd9db70239)
* Marketing Analytics with R
* [Choice Modeling for Marketing in R](https://www.datacamp.com/statement-of-accomplishment/course/01850e954b7c582c50076a534e24ec79c6936a28)
* Building Response Models in R
* Introduction to Text Analysis in R
* Time Series with Python
* Visualizing Time Series Data in Python
* Data Visualization with Python
* [Introduction to Data Visualization with Seaborn](https://www.datacamp.com/statement-of-accomplishment/course/df274a6e31bd48163894a7ed27927c57ed838792)
* [Interactive Data Visualization with Bokeh](https://www.datacamp.com/statement-of-accomplishment/course/b0a4c32246b8ed8746a09de1a761723a2911feb9)
* Machine Learning Fundamentals with Python
* [Unsupervised Learning in Python](https://www.datacamp.com/statement-of-accomplishment/course/32af9db2e5457b027046073a0d44b0cc6061f8a1)
* Deep Learning in Python
* [Introduction to TensorFlow in Python](https://www.datacamp.com/statement-of-accomplishment/course/3f9779dd240b10101b2577d3ae7f0d208faf9a8c)
* [Introduction to Deep Learning with PyTorch](https://www.datacamp.com/statement-of-accomplishment/course/dbd12d2a5f8419b55ee7f15f6eaf6a630adc06c9)
* Unsupervised Machine Learning with R
* [Factor Analysis in R](https://www.datacamp.com/statement-of-accomplishment/course/5a7c333de0b19a357524dcd3e9846184b2da8ff1)
* Advanced Dimensionality Reduction in R
* Deep Learning for NLP in Python
* [Recurrent Neural Networks for Language Modeling in Python](https://www.datacamp.com/statement-of-accomplishment/course/af29cc6201c32352ea91f9a3f8390f85202c2882)
* Natural Language Processing in Python
* Introduction to Natural Language Processing in Python
* Data Manipulation with Python
* Merging DataFrames with pandas
* [Reshaping Data with pandas](https://www.datacamp.com/statement-of-accomplishment/course/94923919a61de57ce8a1cfce5bb8e411fa60ac49)
* Probability and Distributions with R
* Mixture Models in R
* [Probability Puzzles in R](https://www.datacamp.com/statement-of-accomplishment/course/cb3768b6336ae0c57c3fda71be894127a00631a6)
* Big Data with PySpark
* [Building Recommendation Engines with PySpark](https://www.datacamp.com/statement-of-accomplishment/course/83a6591db48ea44602bb7d08502fad1c67ebca12)
* [MLOps Fundamentals](https://www.datacamp.com/statement-of-accomplishment/track/465c9ad8e74b8bf7b451ea38ba525dda3e2a8500)
* [MLOps Concepts](https://www.datacamp.com/statement-of-accomplishment/course/0c85f25e919fa84a97a52e0dde70bc33f35b65c7)
* [Developing Machine Learning Models for Production](https://www.datacamp.com/statement-of-accomplishment/course/209cc527c1722d6e460a05acba7132254477dab2)
* [MLOps Deployment and Life Cycling](https://www.datacamp.com/statement-of-accomplishment/course/3a5a6f8efb5f248d76fc6e076e16446b0ae9545e)
* [Fully Automated MLOps](https://www.datacamp.com/statement-of-accomplishment/course/dbda12d05166780705ec877679d64703a053826d)
* [Julia Fundamentals](https://www.datacamp.com/statement-of-accomplishment/track/cf88bd2cfae6a6596823d1e931106578afc85fcb)
* [Introduction to Julia](https://www.datacamp.com/statement-of-accomplishment/course/604bbfa3e753a729c972c9b1570e75e1a16e6674)
* [Intermediate Julia](https://www.datacamp.com/statement-of-accomplishment/course/d43886280f4957d2d5c22d2be9d697a51eec89bc)
* [Data Manipulation in Julia](https://www.datacamp.com/statement-of-accomplishment/course/5c642f4e6e3184ece862ab4ca58413b9b742f973)
* [Introduction to Data Visualization with Julia](https://www.datacamp.com/statement-of-accomplishment/course/54de255140d02c5bc4bf8504ac8d8d7170f4da0d)
* AI Business Fundamentals
* [Introduction to ChatGPT](https://www.datacamp.com/statement-of-accomplishment/course/ca273f5268957a491f35a0b9cafa22bacf9e1670)
* *Career Tracks*
* Data Engineer with Python
* [Introduction to Airflow in Python](https://www.datacamp.com/statement-of-accomplishment/course/c669f0cd95ad3931024d102a5a94036980e1d8b9)
* Data Scientist Professional with Python
* [Introduction to Data Visualization with Seaborn](https://www.datacamp.com/statement-of-accomplishment/course/df274a6e31bd48163894a7ed27927c57ed838792)
* [Unsupervised Learning in Python](https://www.datacamp.com/statement-of-accomplishment/course/32af9db2e5457b027046073a0d44b0cc6061f8a1)
* Machine Learning Scientist with Python
* [Unsupervised Learning in Python](https://www.datacamp.com/statement-of-accomplishment/course/32af9db2e5457b027046073a0d44b0cc6061f8a1)
* [Cluster Analysis in Python](https://www.datacamp.com/statement-of-accomplishment/course/43782b5bd0b5a36f80bc5096141ca383b187c0b2)
* [Introduction to TensorFlow in Python](https://www.datacamp.com/statement-of-accomplishment/course/3f9779dd240b10101b2577d3ae7f0d208faf9a8c)
* Statistician with R
* Experimental Design in R
* A/B Testing in R
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[Roadmap](https://trello.com/b/BLplifUB/datacamp-course-roadmap)