Courses and Bootcamps in AI, Analytics, Data Science, Machine Learning
Ongoing Courses and Training
- SAS Live Web Classes, Instructor-led Virtual Training.
- Free SAS Certification Practice Exams, online.
- Free Online Statistics Course: Correlation and Regression, by JMP.
Upcoming Courses and Training
- Aug 3-12, Introduction to Python for Data Science, UC Live online instructor led training. Online.
- Aug 16-20, SAS Certification Prep Sessions, Live Web + eLearning.
- Aug 23-27, HSE International Summer School on Machine Learning in Bioinformatics, free. Online.
- Aug 24 (9 am to 5 pm PDT), Building Conversational AI Applications, by NVIDIA, online.
- Aug 31 (9 am to 5 pm CEST), Building Conversational AI Applications, by NVIDIA, online.
- Sep 4-6, AIBM 2021 International Summer School and Workshop. Online.
- Sep 13-17, SAS Programmer Week, virtual event.
- Sep 14-23, Introduction to SQL for Business Analysts. Online
- Sep 16, Data ScienceTech Institute Virtual Open Day. Online.
- Sep 20-22, TDWI Data Science Bootcamp, use promo code KD20 for 20% off. Online.
- Sep 20-23, 10AM – 2PM PDT (UTC-7), Scaling Python with Dask, online.
If you’ve taken your data skills from zero to one with PyData (Pandas, Scikit-Learn, and friends) then this class will help you use larger data sets that won’t fit in memory and will help you distribute your workloads to accelerate your code with Dask. - Oct 3-5, Summer School on Data-Driven Predictive Maintenance for Industry 4.0, Porto, Portugal.
- Oct 18-21, 10AM – 2PM CEST (UTC+2), Scaling Python with Dask, online.
If you’ve taken your data skills from zero to one with PyData (Pandas, Scikit-Learn, and friends) then this class will help you use larger data sets that won’t fit in memory and will help you distribute your workloads to accelerate your code with Dask. - Oct 19-28, Intermediate Python for Data Science, builds on concepts taught in the introductory course (i.e. the basics of Python and its data science stack). Online.
- Nov 8-11, 10AM – 2PM PST (UTC-8), Scaling Python with Dask, online.
If you’ve taken your data skills from zero to one with PyData (Pandas, Scikit-Learn, and friends) then this class will help you use larger data sets that won’t fit in memory and will help you distribute your workloads to accelerate your code with Dask.
Online Courses providers in AI, Analytics, Data Science, Machine Learning, and related topics
- 360DigiTMG Practical Data Science program approaches the data science subject by first establishing the project management methodology based on CRISP-DM.
- Business Toys Full Stack Data Science Professional Program, Online course in Data Science for working professionals who are looking for a career change or want to upgrade their skill sets for better professional opportunities.
- Caltech Learning from Data, taught by Prof. Yaser Abu Mostafa, free, take at your own pace
- Class Central Data Science and Big Data courses from top universities like Stanford, MIT, and Harvard.
- CMU Open Learning Initiative, offers online courses to anyone who wants to learn or teach.
- CourseBuffet organizing MOOC courses on Big Data, Data Science, Statistics, and more.
- CoursesOnline offers data analysis courses and database administrator courses to professionals who are looking to upskill and enhance their career prospects.
- Coursera, the leader in online education
- Coursera: Machine Learning for Everyone with Eric Siegel, this end-to-end, three-course series will empower you to launch machine learning. Accessible to business-level learners and yet vital to techies as well, it covers both the state-of-the-art techniques and the business-side best practices. Enroll for free.
- DataCamp, interactive R tutorials and Data Science courses on R programming, data manipulation, visualization, and more.
- DataScientest: Data Science Courses Online, operational-oriented training courses, with an official certificate approved by Sorbonne University.
- EMC Data Science and Big Data Analytics open course.
- ExcelR is providing live online classes on Full Stack Data science courses, with strong post-training support.
- Galvanize 13-week online program that teaches python-based curriculum, real-world case studies, and machine learning concepts to prepare.
- Guru99, free video tutorials on Big Data, Web, SAP, and more.
- Hackr.io crowd-sourced list of best online tutorials in Machine Learning
- Intellipaat, offering courses in Python, Big Data, Data Science, Business Intelligence, and more.
- InventaTeq Data Science Certification Course, with Certification, designed by industry experts based on current job requirements. Gain Hands-on Exposure to Data Science, Machine Learning, Python & AI.
- Jigsaw Academy, analytics training including Analytics for MBA, and SAS.
- JMP Statistical Thinking and Problem Solving - free online course
- Kameleoon free A/B testing training course, online.
- LearnAnalytics India, delivering SAS and Advanced Analytics training online and offline.
- Metis, offering online Data Science education, and on-site Data Science bootcamps and training.
- MIT OpenCourseWare : Data Mining, features XLMiner tools, designed by the instructor, Nitin Patel. Also many other relevant courses in MIT OpenCourseWare.
- OpenClassroom Machine Learning Course, by Andrew Ng.
- Oregon State U. Predictive Analytics Course, learn the art and science of Predictive Analytics for improving business performance.
- Oxford Machine Learning (and Deep Learning) course (slides, video, problems freely available), taught by Nando de Freitas in 2014-2015.
- RapidMiner Academy - Learn data science and RapidMiner from leading industry experts.
- Springboard Intro to Data Science online workshops.
- Springboard Data Science Career Track.
- Statistics.com, offering many on-line short courses in statistics, data mining, and data science.
- Statsoft Electronic Statistics Textbook, freely available.
- Syracuse Applied Data Science Open Online Course
- UC San Diego Data Mining Courses, part of Data Analysis study area.
- Udacity Data Science Courses, learn data science from industry experts at Facebook, Cloudera, MongoDB, Georgia Tech, and more.
- Udemy Data Science-related courses
- UH Data Mining Hypertextbook and Course, a new model for the data mining course, which includes a significant project on real-world data, and surveying the learning styles of students.
- Video lectures from conferences, workshops and the scientific lectures in the areas of machine learning, data and text mining, and semantic web.
- U. Waikato Online course: Data Mining with Weka, 5 week course
- Weka tutorials (Video), covering Classification, Prediction, Clustering, and Text Mining.
- Woz-U Data Science Program, where students solve real-world problems with data in browser-based labs with HD streaming video instruction.
- Zeolearn Data Science Training.
- Zipfian Academy Intro to Data Science Online Class Series, 6 online classes.
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