{"id":19688541,"url":"https://github.com/maxvol/datacamp","last_synced_at":"2025-02-27T08:28:06.148Z","repository":{"id":89974639,"uuid":"267625053","full_name":"maxvol/DataCamp","owner":"maxvol","description":"DataCamp 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DataCamp\n\n* *Courses*\n  * [Reinforcement Learning with Gymnasium in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/26464d5b5f7d3f2515d454754c1c2913f3b0837a)\n  * [Deep Reinforcement Learning in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/458b08d3db72cb9b0a283c412ca6cdf9506e8a49)\n  * [Introduction to Optimization in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/8ec3d7a157b960732515bf9f6a1c7769848c8d1b)\n  * [Analyzing Marketing Campaigns with pandas](https://www.datacamp.com/completed/statement-of-accomplishment/course/3c5b9f2a31cd34db107edf6d0468c614d8295939)\n  * [Predicting CTR with Machine Learning in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/e51f8f104ecebfdc593a4c3765d1b2c62d24195b)\n  * [Market Basket Analysis in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/6f77178e3d7ba82230f39707e3529022d1cf9884)\n  * [Building Recommendation Engines in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/2dbe8952edbbf2c6a0269ace339c6d0ec5d30bdb)\n  * [Survival Analysis in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/28355841d003eab3422b48f0029e571b5b108a43)\n  * [Introduction to Network Analysis in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/150b241e8a42841651d416adeb0e28783f32d277)\n  * [Intermediate Network Analysis in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/be0e08e1cff45979226890c0f0225fc612725ad2)\n  * [Structural Equation Modeling with lavaan in R](https://www.datacamp.com/completed/statement-of-accomplishment/course/d280773a8d40045cee012ac43a64fc780fef5241)\n  * [Discrete Event Simulation in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/c33f656a2fb141e427843de8bc7fec430145cc69)\n  * [Introduction to Data Warehousing](https://www.datacamp.com/completed/statement-of-accomplishment/course/c389f5de361faf6902f124aca3089948ca5e0de8)\n  * [Data Management Concepts](https://www.datacamp.com/completed/statement-of-accomplishment/course/ab72c05ed2783766a432c6472d29d90df4772de8)\n  * [Understanding Modern Data Architecture](https://www.datacamp.com/completed/statement-of-accomplishment/course/1be69e6acc294c64f0d4aefb412b5b12c5cbc576)\n  * [Introduction to dbt](https://www.datacamp.com/completed/statement-of-accomplishment/course/9a51f100b6d93a41bd2cae27a4a55b2891888ae8)\n  * [Introduction to Docker](https://www.datacamp.com/completed/statement-of-accomplishment/course/5fa3e915ff66a7be24b15a3bd76d91dcbb86305b)\n  * [Intermediate Docker](https://www.datacamp.com/completed/statement-of-accomplishment/course/8ab8529869ba219e06b7fb72419d038788985562)\n  * [CI/CD for Machine Learning](https://www.datacamp.com/completed/statement-of-accomplishment/course/ffff9f82833f28d3bc81f37efeb5d08b5a9e7901)\n  * [Introduction to Azure](https://www.datacamp.com/completed/statement-of-accomplishment/course/9f1c8d747c1e13a640c22f7471a1ebcde8f3394b)\n  * [Introduction to AWS](https://www.datacamp.com/completed/statement-of-accomplishment/course/732c290b4f453dd3552dba98c25ce5886c39baea)\n  * [Working with Llama 3](https://www.datacamp.com/completed/statement-of-accomplishment/course/f3df22b16b3387324d23f839695af1b0acbcb511)\n  * [Intermediate ChatGPT](https://www.datacamp.com/completed/statement-of-accomplishment/course/1bc7d63cfc1cff5d8b5986fc5ddb1fa575dec3cf)\n  * [Decoding Decision Modeling](https://www.datacamp.com/completed/statement-of-accomplishment/course/4be80fcbf0458cc6dd44983c5f5c54ac15867107)\n  * [Explainable AI in Python](https://www.datacamp.com/completed/statement-of-accomplishment/course/a02bd773f856ab26b8c10fd81c728fabba9b596e)\n  * [Retrieval Augmented Generation (RAG) with LangChain](https://www.datacamp.com/completed/statement-of-accomplishment/course/95cb4e7c98af3c3ef063c6f1cba04bfc4ab15023)\n  * [Designing Agentic Systems with LangChain](https://www.datacamp.com/completed/statement-of-accomplishment/course/367df1efda9c889d939a51b845f42054ca19685c)\n  * [Introduction to FastAPI](https://www.datacamp.com/completed/statement-of-accomplishment/course/0aa16b6c9020a7ac745c2e2d45f43aabfdfdbd1f)\n  \n* *Skill Tracks*\n\n  * [Marketing Analytics with Python](https://www.datacamp.com/statement-of-accomplishment/track/e4237897b7eaa95b81f517c4e823ffcd9fd5da20)\n    * [Marketing Analytics: Predicting Customer Churn in Python](https://www.datacamp.com/statement-of-accomplishment/course/b139c5e37cb90da701d4cae269f9a1b236b3a251)\n    * [Customer Analytics and A/B Testing in Python](https://www.datacamp.com/statement-of-accomplishment/course/29c7a3e419748c264f5b3c5a35b676b795aec6d4)\n    * [Customer Segmentation in Python](https://www.datacamp.com/statement-of-accomplishment/course/96cc13a2329ae6d1af60e3ef3449c02a012f0e4c)\n    * [Machine Learning for Marketing in Python](https://www.datacamp.com/statement-of-accomplishment/course/6b3ca04ef97f927bdd7f14af84ed31cd9db70239)\n\n  * Marketing Analytics with R\n    * [Choice Modeling for Marketing in R](https://www.datacamp.com/statement-of-accomplishment/course/01850e954b7c582c50076a534e24ec79c6936a28)\n    * Building Response Models in R\n    * Introduction to Text Analysis in R\n    \n  * Time Series with Python\n    * Visualizing Time Series Data in Python\n\n  * Data Visualization with Python \n    * [Introduction to Data Visualization with Seaborn](https://www.datacamp.com/statement-of-accomplishment/course/df274a6e31bd48163894a7ed27927c57ed838792)\n    * [Interactive Data Visualization with Bokeh](https://www.datacamp.com/statement-of-accomplishment/course/b0a4c32246b8ed8746a09de1a761723a2911feb9)\n\n  * Machine Learning Fundamentals with Python\n    * [Unsupervised Learning in Python](https://www.datacamp.com/statement-of-accomplishment/course/32af9db2e5457b027046073a0d44b0cc6061f8a1)\n\n  * Deep Learning in Python  \n    * [Introduction to TensorFlow in Python](https://www.datacamp.com/statement-of-accomplishment/course/3f9779dd240b10101b2577d3ae7f0d208faf9a8c)\n    * [Introduction to Deep Learning with PyTorch](https://www.datacamp.com/statement-of-accomplishment/course/dbd12d2a5f8419b55ee7f15f6eaf6a630adc06c9)\n\n  * Unsupervised Machine Learning with R\n    * [Factor Analysis in R](https://www.datacamp.com/statement-of-accomplishment/course/5a7c333de0b19a357524dcd3e9846184b2da8ff1)\n    * Advanced Dimensionality Reduction in R\n\n  * Deep Learning for NLP in Python\n    * [Recurrent Neural Networks for Language Modeling in Python](https://www.datacamp.com/statement-of-accomplishment/course/af29cc6201c32352ea91f9a3f8390f85202c2882)\n    \n  * Natural Language Processing in Python\n    * Introduction to Natural Language Processing in Python\n\n  * Data Manipulation with Python\n    * Merging DataFrames with pandas\n    * [Reshaping Data with pandas](https://www.datacamp.com/statement-of-accomplishment/course/94923919a61de57ce8a1cfce5bb8e411fa60ac49)\n    \n  * Probability and Distributions with R\n    * Mixture Models in R\n    * [Probability Puzzles in R](https://www.datacamp.com/statement-of-accomplishment/course/cb3768b6336ae0c57c3fda71be894127a00631a6)\n    \n  * Big Data with PySpark\n    * [Building Recommendation Engines with PySpark](https://www.datacamp.com/statement-of-accomplishment/course/83a6591db48ea44602bb7d08502fad1c67ebca12)\n\n  * [MLOps Fundamentals](https://www.datacamp.com/statement-of-accomplishment/track/465c9ad8e74b8bf7b451ea38ba525dda3e2a8500)\n    *  [MLOps Concepts](https://www.datacamp.com/statement-of-accomplishment/course/0c85f25e919fa84a97a52e0dde70bc33f35b65c7)\n    *  [Developing Machine Learning Models for Production](https://www.datacamp.com/statement-of-accomplishment/course/209cc527c1722d6e460a05acba7132254477dab2)\n    *  [MLOps Deployment and Life Cycling](https://www.datacamp.com/statement-of-accomplishment/course/3a5a6f8efb5f248d76fc6e076e16446b0ae9545e)\n    *  [Fully Automated MLOps](https://www.datacamp.com/statement-of-accomplishment/course/dbda12d05166780705ec877679d64703a053826d)\n \n  * [Julia Fundamentals](https://www.datacamp.com/statement-of-accomplishment/track/cf88bd2cfae6a6596823d1e931106578afc85fcb)\n    * [Introduction to Julia](https://www.datacamp.com/statement-of-accomplishment/course/604bbfa3e753a729c972c9b1570e75e1a16e6674)\n    * [Intermediate Julia](https://www.datacamp.com/statement-of-accomplishment/course/d43886280f4957d2d5c22d2be9d697a51eec89bc)\n    * [Data Manipulation in Julia](https://www.datacamp.com/statement-of-accomplishment/course/5c642f4e6e3184ece862ab4ca58413b9b742f973)\n    * [Introduction to Data Visualization with Julia](https://www.datacamp.com/statement-of-accomplishment/course/54de255140d02c5bc4bf8504ac8d8d7170f4da0d)\n\n  * AI Business Fundamentals\n    * [Introduction to ChatGPT](https://www.datacamp.com/statement-of-accomplishment/course/ca273f5268957a491f35a0b9cafa22bacf9e1670)\n\n* *Career Tracks*\n  * Data Engineer with Python\n    * [Introduction to Airflow in Python](https://www.datacamp.com/statement-of-accomplishment/course/c669f0cd95ad3931024d102a5a94036980e1d8b9)\n  * Data Scientist Professional with Python\n    * [Introduction to Data Visualization with Seaborn](https://www.datacamp.com/statement-of-accomplishment/course/df274a6e31bd48163894a7ed27927c57ed838792)\n    * [Unsupervised Learning in Python](https://www.datacamp.com/statement-of-accomplishment/course/32af9db2e5457b027046073a0d44b0cc6061f8a1)\n  * Machine Learning Scientist with Python\n    * [Unsupervised Learning in Python](https://www.datacamp.com/statement-of-accomplishment/course/32af9db2e5457b027046073a0d44b0cc6061f8a1)\n    * [Cluster Analysis in Python](https://www.datacamp.com/statement-of-accomplishment/course/43782b5bd0b5a36f80bc5096141ca383b187c0b2)\n    * [Introduction to TensorFlow in Python](https://www.datacamp.com/statement-of-accomplishment/course/3f9779dd240b10101b2577d3ae7f0d208faf9a8c)\n  * Statistician with R\n    * Experimental Design in R\n    * A/B Testing in R\n\n---\n[Roadmap](https://trello.com/b/BLplifUB/datacamp-course-roadmap)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaxvol%2Fdatacamp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmaxvol%2Fdatacamp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaxvol%2Fdatacamp/lists"}