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
- 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, 21, 26, 28, 8:30 am - 12:30 pm, Intermediate Python for Data Science, online.
- 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 3, 5, 10, 12, 8:45 am - 12:15 pm, Data Visualization Principles and Concepts, 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. - Nov 30, Dec 2, 7, 9, Advanced Python for Data Science, online.
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.
Related:
