Data Insight Mag @DataInsightMag

New Online Publication. .... Solving complex problems with data! #MachineLearning #DataScience #ArtificialIntelligence #DataAnalytics datainsightmag.com Global Joined January 2019

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Data Insight Mag @DataInsightMag

9 months ago

In the world of technology and data, precision is key. This Christmas, may every moment be precisely filled with happiness and warmth. Merry Christmas

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Data Insight Mag @DataInsightMag

a year ago

Getting Started with Machine Learning: An Overview for Beginners datainsightmag.com/getting-starte…

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Data Insight Mag @DataInsightMag

a year ago

On this special day, we celebrate the invaluable contributions of data scientists everywhere. Happy Workers' Day to all who labor tirelessly to unlock the potential of data and drive progress in our interconnected world. #Data #workerday

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Data Insight Mag @DataInsightMag

2 years ago

Data

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Stephen Oladeji @RealSaintSteven

2 years ago

Lastly, Effective communication and collaboration with domain experts, stakeholders, and team members are essential for a successful data science workflow. #Data #MachineLearning #DataModel #DataScientists #DataScience #IoT

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Stephen Oladeji @RealSaintSteven

2 years ago

Throughout these stages, it's important to note that data science is an iterative process You might find yourself going back and forth between stages as you uncover new insights, encounter challenges, and refine your approach. #Data #DataScience #DataMATICS #MachineLearning

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Stephen Oladeji @RealSaintSteven

2 years ago

6. Model Deployment After developing a successful model, the next step is to deploy it for real-world use This involves integrating the model into a production environment, creating APIs for interaction, and ensuring the model can handle incoming data reliably and efficiently.

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Stephen Oladeji @RealSaintSteven

2 years ago

5 Model Building This stage, you design, train, and evaluate machine learning models using preprocessed data & engineered features You select appropriate algorithms based on the problem you're solving (classification,regression) tune their hyperparameters assess their performance

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Stephen Oladeji @RealSaintSteven

2 years ago

4 Feature Engineering This involves selecting, transforming &creating relevant features from your data to improve the performance of #ML models This stage requires domain knowledge to extract meaningful information &create features that capture the underlying patterns in the data

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Stephen Oladeji @RealSaintSteven

2 years ago

3. Data Visualization This is a powerful tool for communicating findings& insights from your data You can present complex information in a more understandable way by using graphs, charts etc Data viz helps decision-makers &stakeholders understand the significance of your analysis

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Stephen Oladeji @RealSaintSteven

2 years ago

2 EDA EDA is the process of summarizing & visualizing the main characteristics, patterns &relationships within a dataset EDA assists you in understanding the data structure,identifying missing values,outliers & anomalies &gaining insights that will guide subsequent workflow steps

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Stephen Oladeji @RealSaintSteven

2 years ago

1. Programming Programming is the foundation of any data science project. It involves writing code to manipulate, clean, & preprocess data and to implement algorithms & models. #Python & #R are popular programming languages for data science due to their rich libraries and tools.

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Stephen Oladeji @RealSaintSteven

2 years ago

6 Stage of Workflow in Data Science 1. Programming 2. Exploratory Data Analysis 3. Data Visualization 4. Feature Engineering 5. Model Building 6. Model Deployment #AI #ArtificialIntelligence #dataScience #MachineLearning #DigitalTransformation #data #dataviz

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Data Insight Mag @DataInsightMag

2 years ago

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Data Insight Mag @DataInsightMag

3 years ago

Do you remember when you joined Twitter? I do! #MyTwitterAnniversary

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Data Insight Mag @DataInsightMag

3 years ago

Data

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Data Insight Mag @DataInsightMag

3 years ago

Merry Christmas 🎄☃️🎄

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Kayode Makinde @Mkm_world

3 years ago

Hi guys I did a quick analysis om the most googled presidential aspirants in Nigeria. @DavidHundeyin Labour party Go and Verify #Obidiots #Obidients She's 41 #SuperFreakyGirl Wike

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Kayode Makinde @Mkm_world

3 years ago

Hi guys, I did an analysis of cars in Nigeria. Here's the dashboard created with Power Bl. #DataAnalytics

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Data Insight Mag @DataInsightMag

4 years ago

Machine learning is a subset of AI that deals with algorithms, statistical models, and analytics. Machines have historically been programmed to obey certain instructions given to them, and have not had the opportunity to make decisions. datainsightmag.com/introduction-t…