Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Data Preparation

Showing: 123 courses
Simon Sez IT

Alteryx Tutorial for Beginners

3 rewiews
Comprehensive Alteryx tutorial covering essentials, data types, workflows, functions, and advanced techniques. Includes hands-on exercises for practical learning and skill development in data analysis and preparation.
Add to list
18 Lesons
2 hours 51 minutes
On-Demand
Free-Video
Learnit Training

Power BI Master Tutorial

1 rewiews
Master data processing and visualization with Power BI. Learn to build queries, prep data, create relationships, and develop interactive dashboards. Gain skills in advanced analytics, AI visuals, and custom visualizations.
Add to list
20 Lesons
1 hour 25 minutes
On-Demand
Free-Video
ArcGIS

3D GIS

1 rewiews
Explore 3D GIS techniques using ArcGIS, including point cloud and scene layers, web scenes, and 3D web GIS applications in ArcGIS Online and Web AppBuilder.
Add to list
9 Lesons
30 minutes
On-Demand
Free-Video
University of Melbourne

The New DBification of ML-AI

0 rewiews
Explore the intersection of ML/AI and databases, addressing scalability and usability challenges in ML systems through database principles and techniques.
Add to list
26 Lesons
57 minutes
On-Demand
Free-Video
Data Science Dojo

Data Preparation Toolkit for LLM Application Developers

0 rewiews
Explore the critical role of data preparation in developing high-performing Large Language Models (LLMs) in this one-hour webinar from Data Science Dojo. Delve into the importance of quality and quantity in text and code corpora for training LLMs. Learn…
Add to list
1 Lesons
1 hour
On-Demand
Free-Video
MLOps World: Machine Learning in Production

MLOps with PyCaret - Practical Demo for Data Science Workflows

0 rewiews
Supercharge your data science team's productivity with PyCaret, an open-source ML library for efficient model preparation and deployment in Python.
Add to list
1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

From Concept to Production: Template for the Entire ML Journey - Part 1

0 rewiews
Develop a production-ready ML pipeline from concept to deployment using Python. Gain hands-on experience with data prep, model training, and deployment on Google Cloud Platform.
Add to list
1 Lesons
3 hours 47 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

From Concept to Production: Building a Production-Ready ML Pipeline - Part 2

0 rewiews
Develop a production-ready ML pipeline from concept to deployment using Python, Kubeflow, and Google Cloud Platform. Master data prep, model training, and orchestration techniques.
Add to list
1 Lesons
3 hours 28 minutes
On-Demand
Free-Video
Great Learning

Keras Tutorial With TensorFlow - Building Deep Learning Models With Python

0 rewiews
Learn to build deep learning models using Keras and TensorFlow in Python. Covers data preparation, neural network construction, and practical implementation with hands-on examples.
Add to list
9 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Programming with Mosh

Python Machine Learning Tutorial - Data Science

0 rewiews
Learn to predict music preferences using Python and machine learning. Covers data preparation, model training, accuracy calculation, and decision tree visualization in a hands-on tutorial.
Add to list
12 Lesons
50 minutes
On-Demand
Free-Video
Great Learning

Preparing Data for Machine Learning Models

0 rewiews
Learn essential techniques for preparing data in machine learning, including preventing data leakage, building pipelines, cross-validation, and data balancing. Explore a real-world case study on hiring data scientists.
Add to list
8 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Learnit Training

Excel 2019 - Intro to Data Analysis Tutorial

0 rewiews
Learn essential data analysis techniques in Excel 2019, including table formatting, conditional functions, charting, and pivot tables. Gain skills to effectively analyze, summarize, and visualize your data.
Add to list
30 Lesons
1 hour 32 minutes
On-Demand
Free-Video
Data Science Dojo

Introduction to Hierarchical Clustering with College Scorecard Data

0 rewiews
Learn hierarchical clustering using College Scorecard data to group similar schools. Explore clustering methods, data preparation, and practical application for student decision-making in higher education.
Add to list
7 Lesons
55 minutes
On-Demand
Free-Video
Learnit Training

Power BI Professional Tutorial

0 rewiews
Comprehensive tutorial on Power BI covering data management, sharing, and visualization. Learn to create dashboards, manage workspaces, and optimize datasets for effective business analytics.
Add to list
14 Lesons
35 minutes
On-Demand
Free-Video
Learnit Training

Power BI Expert Tutorial

0 rewiews
Comprehensive tutorial on data visualization, from creating reports and dashboards to implementing accessibility features and real-time data streaming in Microsoft's business analytics platform.
Add to list
39 Lesons
2 hours 20 minutes
On-Demand
Free-Video
Learnit Training

Power BI Advanced Tutorial

0 rewiews
Advanced Power BI techniques for data analysis and visualization, covering calculated tables, DAX functions, performance optimization, and creating interactive dashboards for effective business intelligence.
Add to list
24 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Learnit Training

Power BI Beginner Tutorial

0 rewiews
Learn to build queries, prep data, create relationships, and develop interactive dashboards using Microsoft's Power BI. Master essential functions for data analysis and visualization in this comprehensive tutorial.
Add to list
36 Lesons
1 hour 37 minutes
On-Demand
Free-Video
TEDx

Garbage In-Garbage Out - Responsible AI Development

0 rewiews
Rola człowieka w tworzeniu AI: od definiowania celów po etyczne wdrażanie. Prof. Szczuko omawia kluczowe etapy odpowiedzialnego rozwoju sztucznej inteligencji i uczenia maszynowego.
Add to list
1 Lesons
14 minutes
On-Demand
Free-Video
Unreal Engine

Using Visual Dataprep in Unreal Engine

0 rewiews
Learn to optimize AEC and manufacturing CAD assets with Visual Dataprep in Unreal Engine. Explore UI, workflows, performance optimization, repeatable recipes, and custom Blueprint operators for efficient data preparation.
Add to list
11 Lesons
49 minutes
On-Demand
Free-Video
Learnit Training

Excel 2019 - Intro to Data Analysis Tutorial

0 rewiews
Learn essential data analysis techniques in Excel 2019, including table formatting, conditional functions, charting, and pivot tables. Gain skills to effectively analyze, summarize, and visualize your data.
Add to list
29 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Open Data Science

Prepping Data for Analysis in R

0 rewiews
Comprehensive workshop on data preparation for analysis in R, covering common issues, automated solutions, and practical demonstrations using open-source tools and packages.
Add to list
26 Lesons
1 hour 34 minutes
On-Demand
Free-Video
Prodramp

Machine Learning with DataRobot AI Cloud Platform

0 rewiews
Comprehensive tutorial on DataRobot AI Cloud Platform, covering machine learning model building, evaluation, and deployment. Explores key features like AutoML, bias detection, and model optimization.
Add to list
32 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Prodramp

Prepare Your Data for Machine Learning Like a Rockstar Data Engineer With DataRobot AI Platform

0 rewiews
Learn to prepare data for machine learning using DataRobot AI Platform. Covers AI catalog creation, EDA, feature engineering, outlier detection, data joining, and more. Ideal for data engineers and analysts.
Add to list
17 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Databricks

Advanced SQL for Data Scientists

0 rewiews
Master essential SQL skills for data science: statistics, data prep, advanced filtering, window functions, and analytics tool integration.
Add to list
6 Lesons
25 minutes
On-Demand
Free-Video
Databricks

What's New with Databricks Machine Learning

0 rewiews
Explore Databricks' latest ML innovations, from data preparation to model deployment, in a detailed demo showcasing simplified lifecycle management and enhanced productivity features.
Add to list
8 Lesons
25 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Overview and Importance of Data Quality

0 rewiews
Explore data quality's crucial role in machine learning, covering challenges, metrics, cleaning techniques, and strategies for handling imbalanced datasets in enterprise settings.
Add to list
25 Lesons
35 minutes
On-Demand
Free-Video
Samuel Chan

Data Visualization in Python - Altair Data Preparation Techniques

0 rewiews
Explore data preparation techniques in Altair for effective visualization, including aggregation, binning, time unit transforms, and filtering to shape and analyze your data effectively.
Add to list
12 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Samuel Chan

Practical Shell Commands for Data Scientists and Analysts - Command Line Tutorial

0 rewiews
Learn essential shell commands for data preparation, cleansing, and analysis. Master practical techniques to enhance your data science workflow and boost productivity using command-line tools.
Add to list
33 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Linux Foundation

Lessons Learned from Big Data and AI/ML Collaboration for Giant Hogweed Eradication

0 rewiews
Explore big data and AI/ML collaboration for invasive plant eradication, covering challenges, architecture, data flow, and lessons learned in scalable machine learning systems.
Add to list
29 Lesons
44 minutes
On-Demand
Free-Video
BasisTech

Fixing Enterprise Data Plumbing for Effective Big Data Analytics

0 rewiews
Discover how Fortune 500 companies automate data preparation, saving millions and enabling data scientists to focus on analysis. Learn from GE and Toyota's successful approaches to unifying enterprise-wide data.
Add to list
15 Lesons
24 minutes
On-Demand
Free-Video
Microsoft

Make Your Data AI-Ready with Microsoft Fabric and Azure Databricks

0 rewiews
Discover how Microsoft Fabric and Azure Databricks collaborate to create a comprehensive, AI-powered analytics solution for enterprises, enabling teams to transform data into a competitive advantage.
Add to list
1 Lesons
49 minutes
On-Demand
Free-Video
Visual Studio Code

Streamlining Data Preparation with Pydantic - A 25-Minute Guide

0 rewiews
Explore Pydantic's power in data validation and cleaning for Python projects. Learn to ensure consistency, handle missing values, and streamline data preparation in just 25 minutes.
Add to list
12 Lesons
27 minutes
On-Demand
Free-Video
Genomics Boot Camp

GWAS Tutorial with SLEMM: A Beginner's Guide

0 rewiews
Comprehensive guide to GWAS using SLEMM software, covering data preparation and analysis. Learn essential functions and step-by-step instructions for conducting genome-wide association studies effectively.
Add to list
4 Lesons
31 minutes
On-Demand
Free-Video
Open Data Science

Prepping Data for Analysis Using R

0 rewiews
Learn techniques for preparing data for analysis using R, covering common issues, automated solutions, and practical demonstrations for handling missing values and categorical variables.
Add to list
29 Lesons
1 hour 34 minutes
On-Demand
Free-Video
AssemblyAI

Python for AI: Exploring and Cleaning Data with Pandas

0 rewiews
Learn to explore, clean, and prepare data for machine learning using Pandas. Covers handling missing values, outliers, categorical data, and feature preparation for model training.
Add to list
10 Lesons
39 minutes
On-Demand
Free-Video
Unreal Engine

Unreal Engine Tips - Autodesk University 2019

0 rewiews
Discover 20 essential Unreal Engine tips to enhance project visuals and streamline workflow. Learn optimization techniques, data management, and common pitfalls to avoid in this concise, practical guide.
Add to list
18 Lesons
23 minutes
On-Demand
Free-Video
Microsoft

Azure Synapse Analytics: Building End-to-End Analytics Solutions

0 rewiews
Unified analytics service integrating data warehousing, big data, and BI. Query data flexibly using serverless or dedicated resources at scale. Ingest, explore, prepare, manage, and serve data for immediate insights.
Add to list
1 Lesons
38 minutes
On-Demand
Free-Video
Rob Mulla

Exploratory Data Analysis with Pandas Python 2023

0 rewiews
Learn exploratory data analysis with pandas in Python from Kaggle grandmaster Rob Mulla. Covers data understanding, preparation, feature analysis, and relationships, with practical examples and insights for data scientists.
Add to list
8 Lesons
40 minutes
On-Demand
Free-Video
Ruby Central

Get Your Data Production Ready Fast with Ruby Polars

0 rewiews
Discover how Ruby Polars can efficiently clean and prepare large datasets, expediting data import processes for applications and AI/ML projects using basic operations.
Add to list
1 Lesons
33 minutes
On-Demand
Free-Video
Open Data Science

Leveraging Large Language Models for ETL, Analytics, and Modern Data Stack

0 rewiews
Discover how Large Language Models revolutionize data workflows, from ETL processes to analytics automation, with practical insights on implementation challenges and production deployment strategies.
Add to list
6 Lesons
21 minutes
On-Demand
Free-Video
James Briggs

Spotify's Podcast Search Explained

0 rewiews
Explore Spotify's innovative podcast search system using natural language processing and learn to implement a similar solution with transformer models and vector search techniques.
Add to list
15 Lesons
50 minutes
On-Demand
Free-Video
Prodramp

Develop Successful Deep Learning Projects with This 10 Steps Formula

0 rewiews
Learn a 10-step formula for successful deep learning projects, covering problem definition, data preparation, model selection, training strategies, regularization, augmentation, interpretability, and deployment.
Add to list
12 Lesons
22 minutes
On-Demand
Free-Video
Prodramp

How to Transform and Improve Your Deep Learning Code to a Visual Neural Network

0 rewiews
Learn to visualize and improve deep learning neural networks, making them easier to understand and explain through code transformation and network visualization techniques.
Add to list
15 Lesons
42 minutes
On-Demand
Free-Video
Prodramp

A Deep Dive into Machine Learning and MLOps Pipeline with Model Registry and Feature Store

0 rewiews
Explore key components of modern ML pipelines: AutoML, observability, model registry, transformation, and feature store. Learn to build scalable, reliable MLOps systems for enterprise-level machine learning.
Add to list
15 Lesons
58 minutes
On-Demand
Free-Video
Prodramp

A Visual Introduction to Modern and Scalable Machine Learning Pipeline

0 rewiews
Visual guide to modern, scalable machine learning pipelines: from data prep to deployment. Covers key stages like training, validation, inference, feature stores, and model registry. Ideal for understanding ML infrastructure evolution.
Add to list
12 Lesons
20 minutes
On-Demand
Free-Video
Venelin Valkov

Build a Neural Network for Classification from Scratch with PyTorch

0 rewiews
Learn to build a neural network for classification using PyTorch, covering data preparation, network structure, and implementation. Gain hands-on experience in deep learning fundamentals.
Add to list
9 Lesons
40 minutes
On-Demand
Free-Video
James Briggs

Chatbot with LangChain Agents + GPT 3.5

0 rewiews
Learn to build a conversational agent using LangChain and GPT-3.5, leveraging vector search retrieval to provide context from Lex Fridman's podcast for intelligent responses.
Add to list
11 Lesons
33 minutes
On-Demand
Free-Video
Databricks

Managing the Complete Machine Learning Lifecycle with MLflow - Part 2

0 rewiews
Explore MLflow's capabilities for managing machine learning lifecycles, from data preparation to model deployment, with practical insights on hyperparameter optimization and production workflows.
Add to list
18 Lesons
41 minutes
On-Demand
Free-Video
Julia Silge

Topic Modeling for Spice Girls Lyrics

0 rewiews
Explore topic modeling using R to analyze Spice Girls lyrics, uncovering hidden themes and patterns in their music through unsupervised machine learning techniques.
Add to list
7 Lesons
30 minutes
On-Demand
Free-Video
Julia Silge

Model Canadian Wind Turbine Capacity With Decision Trees and Tidymodels

0 rewiews
Learn to predict Canadian wind turbine capacity using decision trees and tidymodels, with hands-on data preparation, model tuning, and result interpretation techniques.
Add to list
22 Lesons
40 minutes
On-Demand
Free-Video
echohive

GPT 3.5 Fine Tuning Just Announced - Everything You Need to Know

0 rewiews
Comprehensive guide to GPT-3.5 fine-tuning: process, data preparation, costs, API usage, and practical examples for leveraging this powerful AI model customization technique.
Add to list
23 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Pinecone

Preparing Data for LLMs and Generative AI Workflows

0 rewiews
Explore data preparation essentials for LLMs and Gen-AI, covering Lakehouse AI, vector databases, model challenges, and building custom solutions with ML Flow AI Gateway.
Add to list
13 Lesons
31 minutes
On-Demand
Free-Video
James Briggs

Building MLM Training Input Pipeline - Transformers From Scratch

0 rewiews
Learn to create a complex input pipeline for Masked Language Modeling, transforming raw OSCAR data into a DataLoader ready for training transformer models from scratch.
Add to list
1 Lesons
23 minutes
On-Demand
Free-Video
James Briggs

Build a Transformer for Language Classification in TensorFlow

0 rewiews
Build a transformer-based sentiment classifier using HuggingFace's library in TensorFlow. Learn to download data, tokenize inputs, prepare datasets, define the model architecture, and train for multi-class sentiment analysis.
Add to list
1 Lesons
38 minutes
On-Demand
Free-Video
James Briggs

Using Semantic Search to Find GIFs

0 rewiews
Learn to build a GIF search engine using semantic search, exploring data preparation, vector databases, and querying techniques for more accurate and context-aware results.
Add to list
7 Lesons
18 minutes
On-Demand
Free-Video
Derek Banas

Convolutional Neural Networks with TensorFlow 2022

0 rewiews
Comprehensive live-coding tutorial on Convolutional Neural Networks using TensorFlow, covering data preparation, model architecture, optimization techniques, and practical applications in image recognition and object detection.
Add to list
1 Lesons
1 hour 42 minutes
On-Demand
Free-Video
Open Data Science

Building Scalable AI Computer Vision Applications

0 rewiews
Standardized workflow for building scalable AI computer vision applications, covering data preparation, annotation, model selection, benchmarking, deployment, and monitoring for efficient development.
Add to list
13 Lesons
41 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Towards an Easy-to-use AI Platform - Data, Algorithms, and Systems - Wei Wang

0 rewiews
Explore the development of user-friendly AI platforms, covering data preparation, model construction, debugging, and deployment, with a focus on enhancing efficiency and accessibility.
Add to list
19 Lesons
37 minutes
On-Demand
Free-Video
Rob Mulla

Time Series Forecasting with XGBoost - Use Python and Machine Learning to Predict Energy Consumption

0 rewiews
Learn to predict energy consumption using XGBoost and Python in this hands-on tutorial. Covers data preparation, feature engineering, model building, and forecasting techniques for time series analysis.
Add to list
6 Lesons
23 minutes
On-Demand
Free-Video
Shashank Kalanithi

Machine Learning for Beginners - Data Scientists and Analysts

0 rewiews
Comprehensive introduction to machine learning for data professionals, covering key concepts, techniques, and practical applications in business contexts, with hands-on coding examples.
Add to list
41 Lesons
2 hours 27 minutes
On-Demand
Free-Video
Prodramp

Technical Overview of Machine Learning Life Cycle

0 rewiews
Comprehensive technical overview of the machine learning lifecycle, covering data preparation, model training, deployment, and inference. Ideal for AI engineers seeking in-depth understanding of ML processes.
Add to list
13 Lesons
38 minutes
On-Demand
Free-Video
Prodramp

An Improved and Functional Design of End-to-End Machine Learning Life Cycle

0 rewiews
Comprehensive overview of the machine learning lifecycle, covering data preparation, model training, deployment, and inference, with practical insights for effective implementation and monitoring.
Add to list
11 Lesons
27 minutes
On-Demand
Free-Video
Open Data Science

Scaling Data Preparation for Your Data-Centric AI Development

0 rewiews
Explore scaling data preparation for AI development, covering DataOps, versioning, labeling, and automating workflows into robust pipelines for efficient ML operationalization.
Add to list
10 Lesons
26 minutes
On-Demand
Free-Video
Databricks

Model Experiments Tracking and Registration Using MLflow on Databricks

0 rewiews
Automate ML model experimentation and tracking using MLflow on Databricks. Learn to streamline data preparation, model development, and artifact management for efficient machine learning workflows.
Add to list
12 Lesons
23 minutes
On-Demand
Free-Video
Databricks

Frequently Bought Together Recommendations Using Embeddings - Challenges and Solutions

0 rewiews
Explore embedding-based "frequently bought together" recommendations for e-commerce, covering model training, productionization, metrics, and serving strategies. Learn practical tips for large-scale implementation.
Add to list
23 Lesons
22 minutes
On-Demand
Free-Video
James Briggs

Cohere vs. OpenAI Embeddings - Multilingual Search

0 rewiews
Explore multilingual semantic search using Cohere's new model, comparing it with OpenAI's GPT 3.5. Learn implementation, data preparation, vector indexing, and query techniques for enhanced search capabilities.
Add to list
9 Lesons
24 minutes
On-Demand
Free-Video
James Briggs

LangChain Data Loaders, Tokenizers, Chunking, and Datasets - Data Prep

0 rewiews
Learn to prepare text data for LLMs using LangChain tools: data loading, tokenization, chunking, and dataset creation. Practical guide for efficient text processing in AI applications.
Add to list
11 Lesons
30 minutes
On-Demand
Free-Video
Microsoft

Preparing to Implement and Secure Microsoft 365 Copilot

0 rewiews
Explore key tasks for implementing Microsoft 365 Copilot, including prerequisites, data preparation, licensing, and security measures to protect sensitive business information.
Add to list
1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Microsoft

Vector Search and State-of-the-Art Retrieval for Generative AI Apps

0 rewiews
Explore vector search, hybrid search, and reranking models for improved knowledge retrieval in Generative AI apps. Includes live code demos and evaluation insights on retrieval quality.
Add to list
1 Lesons
40 minutes
On-Demand
Free-Video
deeplizard

CNN Training Loop Explained - Neural Network Code Project

0 rewiews
Learn to build a convolutional neural network training loop using Python and PyTorch. Gain practical skills in implementing deep learning algorithms for image processing tasks.
Add to list
1 Lesons
22 minutes
On-Demand
Free-Video
Great Learning

Introduction to XGBoost - Machine Learning Tutorial

0 rewiews
Comprehensive tutorial on XGBoost: from basic principles to hands-on implementation. Learn gradient boosting, parameter tuning, and model evaluation for real-world machine learning applications.
Add to list
10 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Eran Feit

Object Detection Using Detection Transformer (DETR) for Bone Fracture Dataset

0 rewiews
Learn to build an advanced object detection system using DETR, covering data preparation, model implementation, training, and inference with PyTorch, Transformers, and PyTorch Lightning.
Add to list
6 Lesons
46 minutes
On-Demand
Free-Video
SQLBits

How to Get Started with MLOps in Azure Databricks

0 rewiews
Explore the machine learning lifecycle and operationalize models using Databricks Machine Learning, focusing on scaling deployments with MLOps for company-wide implementation.
Add to list
1 Lesons
51 minutes
On-Demand
Free-Video
Linux Foundation

Machine Learning Made Easy on Kubernetes - DevOps for Data Scientists

0 rewiews
Explore DevOps for ML on Kubernetes: streamline data prep, model training, testing, and deployment using tools like Tensorflow, Kubeflow, and Pachyderm. Ideal for data scientists and SRE teams.
Add to list
30 Lesons
39 minutes
On-Demand
Free-Video
Microsoft

Enabling the Business for AI

0 rewiews
Explore IBM's approach to AI, leveraging Red Hat OpenShift and Cloud Pak for Data as an Enterprise Insights Platform. Learn about data preparation, collection, and organization for AI implementation.
Add to list
13 Lesons
20 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Building and Managing a Centralized ML Platform with Kubeflow at CERN

0 rewiews
Explore CERN's centralized ML platform using Kubeflow, covering data preparation, model training, and serving. Learn about resource optimization, integration challenges, and cloud expansion possibilities.
Add to list
19 Lesons
31 minutes
On-Demand
Free-Video
Devoxx

Do We Know Our Data, as Good as We Know Our Tools?

0 rewiews
Explore data analysis challenges and techniques for cleaning, preparing, and understanding datasets before model training. Learn to detect issues and apply solutions for better accuracy.
Add to list
1 Lesons
51 minutes
On-Demand
Free-Video
GOTO Conferences

Machine Learning Made Easy With PyCaret

0 rewiews
Discover how PyCaret simplifies machine learning workflows, automates processes, and boosts productivity. Learn to integrate this low-code library for faster, more efficient ML experiments.
Add to list
11 Lesons
44 minutes
On-Demand
Free-Video
PASS Data Community Summit

SQL Server Big Data Clusters Architecture

0 rewiews
Explore SQL Server 2019 Big Data Clusters architecture, including containers, Kubernetes, Spark, and HDFS. Learn to unify data sources, run big queries, and implement data preparation in an end-to-end scenario.
Add to list
1 Lesons
1 hour
On-Demand
Free-Video
WeAreDevelopers

Connected Cars - IoT Robodrive

0 rewiews
Explore RoboDrive Technology for geo-distributed analytics in autonomous driving. Learn about technical challenges and solutions for setting up platforms in this emerging field.
Add to list
10 Lesons
28 minutes
On-Demand
Free-Video
JSWORLD Conference

Serverless with Vue and Node.js

0 rewiews
Explore serverless architecture, JAM Stack, and static site benefits with Vue.js and Node.js. Learn practical implementation techniques for scalable and efficient web development.
Add to list
18 Lesons
25 minutes
On-Demand
Free-Video
EuroPython Conference

Using Scikit-Learn's Interface for Turning Spaghetti Data Science into Maintainable Software

0 rewiews
Learn to structure data science code using Scikit-Learn's estimator and meta-estimator interfaces. Discover how to transform spaghetti code into maintainable, testable, and reusable machine learning models.
Add to list
9 Lesons
33 minutes
On-Demand
Free-Video
EuroPython Conference

Deep Learning with PyTorch for Fun and Profit

0 rewiews
Explore practical deep learning applications using PyTorch, including style transfer, speech generation, and text generation. Learn about data preparation, hardware setup, and creating neural network models for creative projects.
Add to list
1 Lesons
45 minutes
On-Demand
Free-Video
EuroPython Conference

Boosting Research with Machine Learning

0 rewiews
Explore machine learning applications in research, from neuron recognition to EEG-based movement prediction. Learn Python techniques for data preparation and analysis using various ML methods.
Add to list
11 Lesons
30 minutes
On-Demand
Free-Video
PASS Data Community Summit

Predictive Analytics for Practitioners

0 rewiews
Practical guide to predictive analytics covering data preparation, sampling, algorithm strengths/weaknesses, and model accuracy assessment. Ideal for practitioners seeking to enhance their skills in this field.
Add to list
19 Lesons
56 minutes
On-Demand
Free-Video
PASS Data Community Summit

End-to-End SQL Server PowerPivot

0 rewiews
Explore SQL Server PowerPivot add-ins for Excel and SharePoint, enabling large-scale data analysis, multidimensional modeling, and collaborative BI solutions with scheduled data refreshes and IT management.
Add to list
1 Lesons
1 hour 31 minutes
On-Demand
Free-Video
PASS Data Community Summit

Common Data Science Mistakes

0 rewiews
Explore common pitfalls in data science, from data preparation to analysis. Learn to avoid mistakes in statistics, outlier handling, and visualization for more accurate insights and predictions.
Add to list
22 Lesons
55 minutes
On-Demand
Free-Video
PASS Data Community Summit

Turning Membership Surveys Into Action - Predictive Analytics

0 rewiews
Learn to transform membership survey data into actionable insights using factor analysis and predictive modeling techniques for more effective decision-making and stakeholder engagement.
Add to list
24 Lesons
58 minutes
On-Demand
Free-Video
PASS Data Community Summit

Data Here, There and Everywhere - Cloud

0 rewiews
Explore Power BI's mapping capabilities for geographical data analysis, including standard maps, ESRI options, and data visualization techniques to effectively represent location-based information.
Add to list
21 Lesons
48 minutes
On-Demand
Free-Video
PASS Data Community Summit

Azure Synapse Analytics

0 rewiews
Unified data analytics platform for ingesting, preparing, managing, and serving data, combining enterprise data warehousing and big data analytics capabilities.
Add to list
1 Lesons
1 hour 24 minutes
On-Demand
Free-Video
PASS Data Community Summit

Hidden Differences Between Azure ML Products Revealed

0 rewiews
Explore Azure ML products, their differences, and use cases. Learn to create end-to-end ML workflows, integrate with SQL Server, and manage models in production using various Azure tools.
Add to list
21 Lesons
55 minutes
On-Demand
Free-Video
PASS Data Community Summit

Power Query, M and Dataflow - The Lightsaber for the Data Jedi

0 rewiews
Discover Power Query's transformation capabilities, M language benefits, and Dataflows' role in Power BI. Learn advanced features through demos to enhance your data preparation skills.
Add to list
1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
PASS Data Community Summit

Introducing Azure Synapse Analytics - The End-to-End Analytics Platform

0 rewiews
Explore Azure Synapse Analytics, a comprehensive platform integrating relational and big data systems for efficient data ingestion, preparation, modeling, and serving in a unified workspace.
Add to list
1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
PASS Data Community Summit

Data Munging to Wrangling - 7 Steps to Mastering Data Preparation for Data Science

0 rewiews
Discover essential techniques for data preparation in AI/ML projects. Learn to source, clean, and transform data effectively, enhancing the quality and predictive power of machine learning models.
Add to list
1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
PASS Data Community Summit

Machine Learning in C# - Introduction to ML.NET

0 rewiews
Discover ML.NET: Build machine learning applications using C# and .NET. Learn data preparation, model evaluation, and deployment techniques for integrating ML capabilities into your .NET projects.
Add to list
1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
PASS Data Community Summit

Azure Synapse Analytics - A Data Lakehouse

0 rewiews
Explore Azure Synapse Analytics, a unified service combining data warehousing and Big Data analytics. Learn about its features, scalability, and integration in modern data warehouses through demonstrations.
Add to list
1 Lesons
1 hour 1 minute
On-Demand
Free-Video
PASS Data Community Summit

Designing Azure Data Science and AI Projects

0 rewiews
Aprenda a diseñar proyectos de ciencia de datos e IA en Azure, desde la comprensión del negocio hasta la implementación, utilizando un enfoque práctico basado en equipo y las últimas tecnologías disponibles.
Add to list
9 Lesons
2 hours 5 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Expanding Serverless to Scale-out Kubeflow Pipelines

0 rewiews
Discover how Nuclio ML Functions extends serverless capabilities to machine learning tasks, integrating with Kubeflow for automated scaling, experiment tracking, and streamlined ML workflows.
Add to list
1 Lesons
56 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

A Day in the Life of a Data Scientist - Conquer ML Lifecycle on Kubernetes

0 rewiews
Explore a data scientist's daily workflow, from data prep to model deployment, using Kubeflow and Kubernetes for efficient machine learning lifecycle management.
Add to list
15 Lesons
37 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Operating Deep Learning Pipelines Anywhere Using Kubeflow

0 rewiews
Explore building and operating production-grade deep learning pipelines using Kubeflow, covering data preparation, storage, automation, and infrastructure management for multiple tenants.
Add to list
18 Lesons
39 minutes
On-Demand
Free-Video