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#Exploratory Data Analysis

Showing: 72 courses
Great Learning

Data Analytics for Beginners - Introduction to Data Analytics

3 rewiews
Learn data analytics fundamentals, including the data lifecycle, machine learning basics, and exploratory data analysis using Python/R. Gain practical skills for leveraging data to solve problems and make informed decisions.
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1 Lesons
59 minutes
On-Demand
Free-Video

Complete Python Playlist

1 rewiews
Comprehensive guide to Python programming, covering basics to advanced topics, data science libraries, and practical projects for becoming an expert developer.
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56 Lesons
13 hours
On-Demand
Free-Video
Great Learning

Exploratory Data Analysis Using Python

2 rewiews
Comprehensive Hindi tutorial on Exploratory Data Analysis using Python, covering Pandas, Matplotlib, and practical EDA examples with IPL, FIFA, and Superheroes datasets.
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8 Lesons
2 hours 19 minutes
On-Demand
Free-Video

Tabular Data

0 rewiews
Learn machine learning techniques for tabular data, including model evaluation, feature engineering, tree-based models, hyperparameter tuning, and neural networks using AWS SageMaker.
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17 Lesons
4 hours 30 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Essential Workshop to Exploratory Data Analysis and Feature Engineering

0 rewiews
Explore and preprocess data, analyze correlations and distributions, engineer features, and train ML models using a Google Play Store dataset. Improve model accuracy and efficiency.
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1 Lesons
3 hours 10 minutes
On-Demand
Free-Video
School of Chemoinformatics in Latin America

Integration then Interrogation: Exploratory Data Analysis on a Deadline - 2022

0 rewiews
Explore strategies for efficient exploratory data analysis, focusing on visualization techniques, predictive modeling, and practical constraints in chemical biology datasets.
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22 Lesons
39 minutes
On-Demand
Free-Video
Great Learning

Data Science Full Course for Beginners - Python for Data Science

0 rewiews
This video teaches Data Science and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.
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13 Lesons
11 hours 1 minute
On-Demand
Free-Video
Great Learning

Data Science with Python Full Course

0 rewiews
Comprehensive introduction to data science, covering statistics, Python, machine learning, databases, exploratory analysis, visualization, deep learning, and neural networks with practical examples.
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14 Lesons
11 hours
On-Demand
Free-Video

EDA and Feature Engineering Playlist

0 rewiews
Hands-on sessions exploring data analysis and feature engineering using real-world datasets, covering Zomato, Black Friday sales, flight prices, and automated EDA techniques.
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5 Lesons
5 hours
On-Demand
Free-Video

Time Series

0 rewiews
Explore time series analysis through hands-on sessions covering EDA, stock analysis, and advanced forecasting models like ARIMA, SARIMAX, and Fbprophet.
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4 Lesons
4 hours 30 minutes
On-Demand
Free-Video

Machine Learning Pipelines

0 rewiews
Explore advanced house price prediction through data analysis, feature engineering, and selection techniques for improved model accuracy.
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5 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Exploratory Data Analysis

0 rewiews
Learn advanced techniques for exploratory data analysis and feature engineering in house price prediction, including automated visualization tools and efficient EDA libraries.
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15 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Ken Jee

Kaggle Projects

0 rewiews
Learn data science through hands-on Kaggle projects, from beginner to advanced. Explore real-world datasets, conduct exploratory analysis, and gain insights from studying others' code.
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5 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Ken Jee

Data Science Project From Scratch

0 rewiews
Learn to plan, collect, clean, analyze, model, and deploy a data science project, with practical examples and portfolio-building opportunities.
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10 Lesons
6 hours
On-Demand
Free-Video
Traversy Media

R Programming Crash Course

0 rewiews
Comprehensive introduction to R programming, covering installation, data types, data manipulation with dplyr, visualization with ggplot2, and practical data analysis techniques for beginners.
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21 Lesons
1 hour 33 minutes
On-Demand
Free-Video
Microsoft

Explore and Analyze Data with R

0 rewiews
Explore, analyze, and visualize data using R programming language. Learn to use packages like ggplot2, dplyr, and tidyr to transform raw data into insights and knowledge.
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9 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Data Professor

R Data Science Project

0 rewiews
Learn practical R data science skills through hands-on tutorials covering exploratory analysis, machine learning, data visualization, and building interactive web applications with Shiny.
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16 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Data Professor

Bioinformatics Project

0 rewiews
Learn to apply data science in bioinformatics for drug discovery, from data collection to model deployment, with hands-on projects and practical coding examples.
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30 Lesons
16 hours
On-Demand
Free-Video
Data Science Dojo

Power BI Crash Course for Beginners

0 rewiews
Learn to import, analyze, and visualize data using Power BI Desktop. Master data cleaning, DAX, Power Query, and create insightful visualizations for effective business intelligence.
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6 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Data Science Dojo

Building a Personalised Attrition Recommendation System

0 rewiews
Comprehensive guide to building an attrition recommendation system, covering data analysis, predictive modeling, and strategy development to prevent employee churn and improve workforce retention.
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11 Lesons
58 minutes
On-Demand
Free-Video
CodeWithHarry

Python Pandas Tutorial for Data Analysis and Manipulation - Hindi

0 rewiews
पायथन पांडास का व्यापक परिचय: डेटाफ्रेम, सीरीज़, और डेटा विश्लेषण तकनीकों का अध्ययन। एक्सेल और CSV फाइलों के साथ काम करने की जानकारी शामिल है।
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
IEEE

Short Text, Large Effect - Measuring the Impact of User Reviews on Android App Security & Privacy

0 rewiews
Exploring the impact of user reviews on Android app security and privacy, analyzing 4.5M reviews to identify concerns and measure developers' responses through code changes.
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24 Lesons
17 minutes
On-Demand
Free-Video
Security Onion

Achieving PEAK Performance: Introducing the PEAK Threat Hunting Framework

0 rewiews
Discover PEAK, a new threat hunting framework enabling diverse techniques like exploratory data analysis and machine learning to uncover elusive threats and elevate your security program.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Rob Mulla

Complete Data Science Project

0 rewiews
Explore Wordle tweet data through comprehensive EDA using Python, pandas, and matplotlib. Learn data wrangling, visualization techniques, and gain insights from a Kaggle Grandmaster's analysis.
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13 Lesons
39 minutes
On-Demand
Free-Video
Shashank Kalanithi

The Google Guide to Exploratory Data Analysis - With Code

0 rewiews
Learn to apply Google's Exploratory Data Analysis guide using productivity data, covering data cleaning, visualization, and statistical techniques for insightful analysis and feature selection.
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32 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Shashank Kalanithi

Exploratory Data Analysis

0 rewiews
Learn techniques for extracting meaningful insights from new datasets through hands-on exploratory data analysis, covering data import, filtering, visualization, and advanced manipulation methods.
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16 Lesons
59 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.
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17 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Julia Silge

Class Imbalance and Classification Metrics With Aircraft Wildlife Strikes

0 rewiews
Explore how handling class imbalance affects classification metrics using aircraft wildlife strike data, with focus on sensitivity and specificity in predictive modeling.
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19 Lesons
34 minutes
On-Demand
Free-Video
Databricks

Augmenting Machine Learning with Databricks Labs AutoML Toolkit

0 rewiews
Explore how Databricks Labs AutoML Toolkit simplifies and optimizes machine learning processes, from data preparation to model optimization, using financial loan risk data examples.
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16 Lesons
30 minutes
On-Demand
Free-Video
Simons Institute

Using Theories of Decision-Making Under Uncertainty to Improve Data Visualization

0 rewiews
Explore decision-making under uncertainty to enhance data visualization. Learn techniques for improving inductive reasoning, pattern finding, and effect size judgment in visual data analysis and communication.
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18 Lesons
1 hour
On-Demand
Free-Video
Great Learning

IPL Data Analysis Using EDA - EDA Case Study - What Is EDA? - Great Learning

0 rewiews
Practical guide to IPL data analysis using EDA, covering key concepts, techniques, and real-world applications in Python for extracting insights from cricket statistics.
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19 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Great Learning

IPL Data Analysis Using EDA - Exploratory Data Analysis Case Study

0 rewiews
Practical guide to IPL data analysis using Python, covering EDA techniques, data preprocessing, and visualization to extract insights from real-world cricket datasets.
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20 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Great Learning

Exploratory Data Analysis Tutorial - Basics of EDA with Python

0 rewiews
Learn Python-based exploratory data analysis techniques to uncover insights, detect patterns, and visualize relationships in datasets for informed decision-making and hypothesis testing.
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1 Lesons
4 hours 32 minutes
On-Demand
Free-Video
Great Learning

Top 10 Indian Foods Analysis Using Python

0 rewiews
Analyze top Indian foods using Python, covering data manipulation, visualization, and machine learning. Learn pandas, NumPy, Matplotlib, Seaborn, and scikit-learn for exploratory data analysis on Indian cuisine dataset.
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1 Lesons
56 minutes
On-Demand
Free-Video
Nicholas Renotte

Exploratory Data Analysis with Binance API Using Python and Pandas - MLTrader Episode 1

0 rewiews
Learn to extract and analyze real-time crypto data from Binance using Python and Pandas. Covers API setup, data pulling, exploratory analysis, and candlestick visualization with MPLFinance.
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11 Lesons
43 minutes
On-Demand
Free-Video
1littlecoder

Building Your First Machine Learning Model and Model Validation - Day 9

0 rewiews
Learn to build and validate your first machine learning model using scikit-learn. Explore techniques for handling large datasets, selecting features, and evaluating model performance through hands-on exercises.
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22 Lesons
52 minutes
On-Demand
Free-Video
Nicholas Renotte

Can We Use ML to Understand Data Scientists - AI4Code Kaggle Competition EDA

0 rewiews
Explore machine learning techniques to analyze data scientists' behavior through the AI4Code Kaggle competition, focusing on exploratory data analysis and insights.
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1 Lesons
32 minutes
On-Demand
Free-Video
Krish Naik

Step-by-Step Machine Learning Project Implementation: EDA, Feature Engineering, Selection, and Model Training

0 rewiews
Comprehensive guide to implementing a machine learning project, covering data cleaning, EDA, feature engineering, selection, model training, and hyperparameter tuning.
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6 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Open Data Science

Building Robust and Scalable Recommendation Engines for Online Food Delivery

0 rewiews
Unlock the power of recommendation engines for food delivery. Learn data preprocessing, feature engineering, and scalable algorithms to create personalized recommendations using the DHRD dataset.
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9 Lesons
25 minutes
On-Demand
Free-Video
Great Learning

How to Learn Python - Python Roadmap in 2024

0 rewiews
Comprehensive Python guide covering basics to advanced topics. Learn essential skills for software development, data science, and machine learning. Ideal for beginners and professionals seeking to enhance their Python expertise.
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11 Lesons
18 minutes
On-Demand
Free-Video
nanohubtechtalks

Exploring Datasets with Python and Pandas

0 rewiews
Explore datasets using Python and pandas. Learn essential data analysis techniques for scientists, engineers, and analysts working with diverse datasets.
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1 Lesons
1 hour 36 minutes
On-Demand
Free-Video
Datamine Software

Overview of Isatis.neo - Geostatistical Software for Data Analysis and Modeling

0 rewiews
Explore Isatis.neo, a comprehensive geostatistical software for data analysis, estimation, and simulation in mining, oil and gas, and environmental applications. Learn its layout, tools, and key features.
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10 Lesons
19 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Simple Linear Regression Model Building

0 rewiews
Build a simple linear regression model by loading data, exploring its structure, and fitting a regression line, with a comprehensive model summary.
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9 Lesons
12 minutes
On-Demand
Free-Video
Venelin Valkov

Data Visualization Tutorial for Beginners with Matplotlib in Python - Exploratory Data Analysis

0 rewiews
Explore fundamental data visualization techniques using Matplotlib and Seaborn in Python. Learn to create histograms, box plots, violin plots, bar charts, line charts, scatter plots, and more for effective exploratory data analysis.
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10 Lesons
32 minutes
On-Demand
Free-Video
Open Data Science

Introduction to Python for Data Science

0 rewiews
Learn Python for data science: cleanse data, perform exploratory analysis, and build predictive models using pandas and scikit-learn. Ideal for beginners with basic Python knowledge.
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21 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Julia Silge

Data Preprocessing and Resampling Using Tidymodels

0 rewiews
Explore data preprocessing and resampling techniques using tidymodels in R, focusing on college tuition and diversity data to build effective models and improve analysis skills.
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22 Lesons
48 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.
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8 Lesons
40 minutes
On-Demand
Free-Video
Great Learning

Analyzing IPL Data Using Python

0 rewiews
Learn to analyze IPL data using Python, pandas, matplotlib, and seaborn. Gain hands-on experience in data visualization and exploratory analysis while developing practical Python skills.
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1 Lesons
44 minutes
On-Demand
Free-Video
Great Learning

Python Projects for Beginners in 2024

0 rewiews
Explore diverse Python applications: data visualization, game development, mobile apps, and web development. Gain hands-on experience through practical projects and enhance your programming skills.
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25 Lesons
4 hours 17 minutes
On-Demand
Free-Video
Great Learning

Getting Started with Machine Learning - Machine Learning Tutorial for Beginners

0 rewiews
Learn to build a machine learning model for diabetes prediction using data manipulation, visualization, and exploratory analysis with Python libraries like pandas, NumPy, Matplotlib, and scikit-learn.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Great Learning

Getting Started with Machine Learning - What is Machine Learning

0 rewiews
Comprehensive introduction to machine learning, covering data manipulation, visualization, exploratory analysis, and model building using Python libraries and the Diabetes dataset.
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1 Lesons
1 hour
On-Demand
Free-Video
Great Learning

Machine Learning Basics - Machine Learning for Beginners

0 rewiews
Comprehensive introduction to machine learning basics, covering key concepts, data manipulation, visualization, and model building using Python libraries and real-world datasets.
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34 Lesons
57 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.
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22 Lesons
40 minutes
On-Demand
Free-Video
The Full Stack

Getting Started with LLMs - Livecoding by Jeremy Howard

0 rewiews
Explore LLM-based data analysis and synthetic data generation for the "LLM Science Exam" Kaggle competition through a hands-on livecoding session.
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1 Lesons
2 hours 16 minutes
On-Demand
Free-Video
Prodramp

Always Know What to Expect From Your Data With Great Expectations

0 rewiews
Learn to validate, test, and document data quality using great_expectations. Covers installation, initialization, context, demos with various datasets, and practical applications for data teams.
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19 Lesons
52 minutes
On-Demand
Free-Video
Prodramp

An AI Engineer's Guide to Machine Learning with Keras

0 rewiews
Comprehensive guide to building and evaluating machine learning models using Keras, covering data preparation, model creation, training, and performance analysis with practical examples.
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25 Lesons
35 minutes
On-Demand
Free-Video
Krish Naik

End to End ML Project With Deployment - Project Problem Statement, EDA and Model Training

0 rewiews
Comprehensive guide to building and deploying a machine learning project, covering problem definition, exploratory data analysis, feature engineering, and model training.
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5 Lesons
39 minutes
On-Demand
Free-Video
Alan Turing Institute

Introduction to Machine Learning - Professor Zoubin Ghahramani, Cambridge University

0 rewiews
Comprehensive overview of machine learning fundamentals by renowned expert, covering statistical approaches, Bayesian methods, deep learning, and automated data analysis techniques.
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1 Lesons
2 hours 44 minutes
On-Demand
Free-Video
Joint Mathematics Meetings

Topological Modeling of Complex Data

0 rewiews
Explore topological modeling for complex data analysis, covering hierarchical clustering, network building, and applications in diabetes, cancer research, and finance.
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27 Lesons
55 minutes
On-Demand
Free-Video
PyCon US

Charlas - Ana Cecília Vieira: Análisis exploratorio de datos abiertos para el fortalecimiento de...

0 rewiews
Aprende análisis exploratorio de datos abiertos usando Pandas y Matplotlib en Python. Descubre el nivel de transparencia de datos en América Latina y cómo aplicar la ciencia de datos en la práctica.
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1 Lesons
31 minutes
On-Demand
Free-Video
EuroPython Conference

Big Data Analytics at the MPCDF - GPU Crystallography with Python

0 rewiews
Explore GPU-accelerated Python for big data analytics in atom probe crystallography, focusing on Fourier spectral analysis, scalability across multiple GPUs, and interactive visualization techniques.
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15 Lesons
29 minutes
On-Demand
Free-Video
EuroPython Conference

Python for Arts, Humanities and Social Sciences

0 rewiews
Discover how Python and data science tools can revolutionize research in arts, humanities, and social sciences. Learn practical tips for overcoming programming fears and applying data-driven methods to real-world problems.
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1 Lesons
26 minutes
On-Demand
Free-Video
Conf42

Ecommerce Omni-Channel Optimization Using AI

0 rewiews
Optimize e-commerce operations with AI-driven inventory management, order routing, and dynamic allocation across omnichannel platforms. Learn forecasting models, machine learning techniques, and reinforcement learning for improved efficiency.
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19 Lesons
29 minutes
On-Demand
Free-Video
The Julia Programming Language

Julia's Use in Nuclear Physics Data Analysis: A Case Study

0 rewiews
Explore Julia's potential in nuclear physics data analysis, combining high performance with dynamic capabilities for efficient processing and visualization of large datasets.
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1 Lesons
10 minutes
On-Demand
Free-Video
Databricks

How to Get the Most Out of Databricks Notebooks

0 rewiews
Discover powerful features in Databricks Notebooks to enhance collaboration, boost productivity, and elevate exploratory data analysis for data and AI teams.
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1 Lesons
21 minutes
On-Demand
Free-Video
Data Science Festival

Quality Assurance and Machine Learning Model Validation

0 rewiews
Explore key steps in machine learning model validation and quality assurance, from bias detection to data leak prevention, enhancing your MLOps process.
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1 Lesons
45 minutes
On-Demand
Free-Video
Data Science Festival

Having Fun with Python: Originating and Processing Data for Innovative Visualization and Analytics

0 rewiews
Extract and process data with Python to answer quirky questions and create innovative visualizations for data-driven insights.
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1 Lesons
41 minutes
On-Demand
Free-Video
PioPetro

What is Machine Learning - Lecture 2

0 rewiews
Explore machine learning fundamentals, data preprocessing, and Python basics for energy and petroleum applications.
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11 Lesons
35 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Hands-on Python: Analysis and Prediction of Bangalore House Price Data

0 rewiews
Analyze and predict Bangalore house prices using Python, gaining practical data analysis skills for real estate market insights.
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1 Lesons
33 minutes
On-Demand
Free-Video
DevConf

EDA Techniques for Data Analysis

0 rewiews
Explore powerful Exploratory Data Analysis techniques for cleaning, visualizing, and understanding datasets to drive insights and inform decision-making in business contexts.
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8 Lesons
32 minutes
On-Demand
Free-Video
nanohubtechtalks

Machine Learning for Predicting Additive Manufacturing Part Quality - Tutorial on Support Vector Regression

0 rewiews
Learn to predict additive manufacturing part quality using support vector regression. Explore data analysis, hyperparameter tuning, and cross-validation techniques for machine learning in 3D printing applications.
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18 Lesons
55 minutes
On-Demand
Free-Video
FUN WITH DATA SCIENCE

Plotly Tips - Exploratory Data Analysis

0 rewiews
Explore data visualization techniques using Plotly library for tips dataset analysis. Learn to create various chart types and gain insights through hands-on exploratory data analysis.
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9 Lesons
1 hour 30 minutes
On-Demand
Free-Video