Never change a winning team – and so it is with great pleasure to announce that our friends at #Nixtla will again return for the Q3 edition of “Modern Forecasting in Practice” with an in-depth one hour session focussed on the #Nixtlaverse.
For me, the outside impulses, be it via @tomaspfister this year or @MergenthalerMax et al in the deep dive are always the special sessions. Especially with #Nixtla, it’s great to have witnessed their development over the last few years.
Tim Januschowski retweeted
We get started at 1pm, looking forward to meeting everyone! #ISFConf2024 @timoschowski @lostella @krasul
So excited to meet everyone in Dijon this weekend for our workshop on the newest in #MachineLearning and #Forecasting with @timoschowski @lostella @krasul ! #ISFConf2024
Looking forward to this and grateful to be part of the learner crew.
While the below is for academics, @confusionmatrix and me continue with our #forecasting course for industrial folks: maven.com/tim-januschowski/m…
So excited to meet everyone in Dijon this weekend for our workshop on the newest in #MachineLearning and #Forecasting with @timoschowski @lostella @krasul ! #ISFConf2024
Happy to be featured in this campaign - @confusionmatrix and my next next cohort is in October and yes, genAI models for forecasting are going to feature but so is progress on forecast evaluation. #forecasting
maven.com/tim-januschowski/m…
🎉 It’s Maven’s 3 year anniversary! 🎉
1,000 courses for professionals
$25M in earnings for instructors
Average course has $25K earnings
250+ instructors who have made over $10K
To celebrate we’re launching the Maven 100: our top courses on Maven, all at 25% off.
If you’ve been following Maven for a while, we've made a lot of progress since we started. Check out the Maven 100 - bit.ly/3R9C2CL
Tim Januschowski retweeted
***Internship Opportunity***
We're hiring interns.
Come, join us in building an ML platform reinvented for real-time. You'll gain hands-on experience in building ML systems from the ground up.
💸 Stipend: ₹1L/month
🗓️ Start Date: May/June 2024
📍 Location: Virtual
🚀 Career Path: We'll roll out PPOs to top performers
Open Roles:
1. ML
2. Infra
3. DevOps
4. Streaming Systems
5. UI/UX
If you're interested, please fill out this form:
forms.gle/SQxiXALXzztQyWbQA
#internship #hiring
Tim Januschowski retweeted
🚀 Excited to share that we released Chronos today. Chronos is a framework for building pretrained time series models based on language model architectures.
Simple idea: quantize time series into tokens and feed them into 🤗 @huggingface models.
🧵
ALT Fig. 1: High-level depiction of Chronos. (Left) The input time series is scaled and quantized to obtain a sequence of tokens. (Center) The tokens are fed into a language model which may either be an encoder-decoder or a decoder-only model. The model is trained using the cross-entropy loss. (Right) During inference, we autoregressively sample tokens from the model and map them back to numerical values. Multiple trajectories are sampled to obtain a predictive distribution.
Tim Januschowski retweeted
Full house for the tutorial on Time Series Forecasting with Deep Probabilistic Approaches @ECMLPKDD. Nicely presented by @timoschowski @LoVVgE and Jan Gasthaus #machinelearning #timeseries #deeplearning #forecasting
Tim Januschowski retweeted
Snapshot of some happy folks at the IIF sponsored workshop @MonashBusiness in Prato! @robjhyndman leading a 3day event on Forecast Reconciliation robjhyndman.com/prato2023/in…
Monday, 11 September, 10:15am, @robjhyndman will give a talk on "Forecast Reconciliation", a topic that he's pioneered over the last decade.
The talk will be in a #zalando building close to Ostbahnhof (not the main Zalando campus) and attendance is open to Zalando externals.
If you're a PhD student in ML, Econ or Operations Research, consider joining us for a 6 month research internship in #Zalando's Pricing Platform.
You'll be working with folks like @patrickdoupe and myself. Details in the link:
jobs.zalando.com/en/jobs/508…
Tim Januschowski retweeted
Just completed a course on Modern Forecasting in Practice through @get_sphere. Special thanks to Jan Gasthaus and @timoschowski for sharing their extensive knowledge and experience. More details here: getsphere.com/cohorts/modern…
#forecasting #onlinecourse #ml #datascience
I'm delighted to share that our tutorial "deep probabilistic forecasting" will feature at #ECMLPKDD2023. This is joint work with @LoVVgE and @confusionmatrix - we look forward to seeing you in Torino!
Stay tuned for further details.
#forecasting
As a long-time admirer of his work, I'm delighted to announce that @seanjtaylor will join @confusionmatrix and my course on modern #forecasting as a guest speaker.
Course starts May 15 and registrations are still open: getsphere.com/cohorts/modern…
Tim Januschowski retweeted
At this week's @aistats_conf 2023, we presented a new method for generating coherent probabilistic forecasts with temporal hierarchies. The forecasts at each temporal hierarchy are feed into GCN to allow for the propagation of statistical strengths. 1/2
With less than a month to go till our next #sphere course on modern #forecasting (May 15), @confusionmatrix and me are happy to announce that @MergenthalerMax from #nixtla will join us for a deep dive again!
getsphere.com/cohorts/modern…