Upgrade to Pro — share decks privately, control downloads, hide ads and more …

EP2015 Conda lightning

Sponsored · SiteGround - Reliable hosting with speed, security, and support you can count on. →
Avatar for Christine Doig Christine Doig
July 24, 2015
Technology
2
560

EP2015 Conda lightning

"Keep Calm and Conda Install" lightning talk

Avatar for Christine Doig

Christine Doig

July 24, 2015
Tweet

More Decks by Christine Doig

See All by Christine Doig
PyCon Colombia 2018
Avatar for Christine Doig chdoig
3
1.8k
RL PyTexas 2017
Avatar for Christine Doig chdoig
5
890
Anaconda Project and JupyterLab
Avatar for Christine Doig chdoig
2
500
Anaconda Fusion
Avatar for Christine Doig chdoig
0
730
GeoRodeo 2017 Anaconda
Avatar for Christine Doig chdoig
0
3.2k
Anaconda Project
Avatar for Christine Doig chdoig
1
410
Embracing Open Data Science in Your Organization
Avatar for Christine Doig chdoig
0
580
Scaling DS in Python
Avatar for Christine Doig chdoig
6
1.7k
Navigating the Data Science Python Ecosystem
Avatar for Christine Doig chdoig
4
1.1k

Other Decks in Technology

See All in Technology
Oracle Cloud Observability and Management Platform - OCI 運用監視サービス概要 -
Avatar for oracle4engineer oracle4engineer
PRO
2
14k
生成AI時代にこそ求められるSRE / SRE for Gen AI era
Avatar for ymotongpoo ymotongpoo
5
3.1k
30万人の同時アクセスに耐えたい！新サービスの盤石なリリースを支える負荷試験 / SRE Kaigi 2026
Avatar for GENDA genda
4
1.3k
プロダクト成長を支える開発基盤とスケールに伴う課題
Avatar for yuu26 yuu26
4
1.3k
ZOZOにおけるAI活用の現在 ~開発組織全体での取り組みと試行錯誤~
Avatar for ZOZO Developers zozotech
PRO
5
5.3k
Bill One急成長の舞台裏 開発組織が直面した失敗と教訓
Avatar for SansanTech sansantech
PRO
2
370
[CV勉強会@関東 World Model 読み会] Orbis: Overcoming Challenges of Long-Horizon Prediction in Driving World Models (Mousakhan+, NeurIPS 2025)
Avatar for abemii_ abemii
0
130
AI駆動PjMの理想像 と現在地 -実践例を添えて-
Avatar for オカムラ masahiro_okamura
1
110
Sansan Engineering Unit 紹介資料
Avatar for Sansan, Inc. sansan33
PRO
1
3.8k
フルカイテン株式会社 エンジニア向け採用資料
Avatar for FULL KAITEN fullkaiten
0
10k
OWASP Top 10:2025 リリースと 少しの日本語化にまつわる裏話
Avatar for Riotaro OKADA okdt
PRO
3
720
【Oracle Cloud ウェビナー】[Oracle AI Database + AWS] Oracle Database@AWSで広がるクラウドの新たな選択肢とAI時代のデータ戦略
Avatar for oracle4engineer oracle4engineer
PRO
2
140

Featured

See All Featured
Building a Modern Day 
E-commerce SEO Strategy
Avatar for Aleyda Solis aleyda
45
8.6k
Claude Code のすすめ
Avatar for schroneko schroneko
67
210k
The Cost Of JavaScript in 2023
Avatar for Addy Osmani addyosmani
55
9.5k
From Legacy to Launchpad: Building Startup-Ready Communities
Avatar for Dug Song dugsong
0
140
Designing for humans not robots
Avatar for Tammie Lister tammielis
254
26k
svc-hook: hooking system calls on ARM64 by binary rewriting
Avatar for Akira Moroo retrage
1
99
Noah Learner - AI + Me: how we built a GSC Bulk Export data pipeline
Avatar for Tech SEO Connect techseoconnect
PRO
0
110
Ethics towards AI in product and experience design
Avatar for Skipper Chong Warson skipperchong
2
190
A Modern Web Designer's Workflow
Avatar for Chris Coyier chriscoyier
698
190k
Navigating the moral maze — ethical principles for Al-driven product design
Avatar for Skipper Chong Warson skipperchong
2
240
Leading Effective Engineering Teams in the AI Era
Avatar for Addy Osmani addyosmani
9
1.6k
Dominate Local Search Results - an insider guide to GBP, reviews, and Local SEO
Avatar for Greg Gifford greggifford
PRO
0
77

Transcript

  1. None

  2. CONDA PACKAGE AND ENVIRONMENT MANAGER LANGUAGE AGNOSTIC CROSS-PLATFORM

  3. CO NDA INSTALL PYTHO N=3.4 M O NG O DB

    PYTHO N=2.7 R SPARK NUTCH R-M ATRIX PANDAS NUM PY FLASK NO DE

  4. ANACONDA MINICONDA PYTHON CONDA PACKAGES PYTHON CONDA a bunch of

  5. CONDA VS PIP(+VIRTUALENV) CONDA PIP Language agnostic Python packages handles

    environments ! natively virtualenv installs binaries compiles from source general purpose ! envs python! envs

  6. CONDA + PIP $ CONDA INSTALL PIP $ PIP INSTALL

    FOO

  7. ANACONDA.ORG ~GITHUB FOR BINARY PACKAGES CHANNELS

  8. ENVIRONMENT.YML name: myenv channels: - chdoig - r - foo

    dependecies: - python=2.7 - r - pandas - mongodb - spark=1.5 - pip - pip: - flask-migrate - bar

  9. $ CONDA ENV CREATE $ SOURCE ACTIVATE MYENV CREATE AND

    ACTIVATE

  10. CONTINUUM.IO/BLOG/CONDA-DATA-SCIENCE CONDA.PYDATA.ORG

  11. None