RoadMap to dive into the world of Machine Learning

This page summarizes the projects mentioned and recommended in the original post on dev.to

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
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  • HR_Analytics_Employee_Retention

    Analysing Employee Retention Rates

  • HR Analytics Employee Retention using Logistic Regression Breast Cancer Classification using Decision Trees Cleaning Student Profile Data Preprocessing and Cleaning Stroke Data Recognizing Hand Written Digits using PCA and SVM techniques Clustering Credit Card Data using Gaussian Mixtures and PCA Clustering Geo-Locations using K-Means clustering Using Numpy and Matplotlib for Image Processing Data Visualization of Australian Wildfires Comparing the classification algorithms for Mushroom Classification Comparing the classification algorithms for Credit Card Frauds Data Visualization and Comparing the classification algorithms for Household Electricity Consumption Data Visualization and Comparing the classification algorithms for grades of Maths and Portuguese class students

  • Breast_Cancer_DecisionTree_Classifier

  • HR Analytics Employee Retention using Logistic Regression Breast Cancer Classification using Decision Trees Cleaning Student Profile Data Preprocessing and Cleaning Stroke Data Recognizing Hand Written Digits using PCA and SVM techniques Clustering Credit Card Data using Gaussian Mixtures and PCA Clustering Geo-Locations using K-Means clustering Using Numpy and Matplotlib for Image Processing Data Visualization of Australian Wildfires Comparing the classification algorithms for Mushroom Classification Comparing the classification algorithms for Credit Card Frauds Data Visualization and Comparing the classification algorithms for Household Electricity Consumption Data Visualization and Comparing the classification algorithms for grades of Maths and Portuguese class students

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • Data_Cleaning_Preprocessing

  • HR Analytics Employee Retention using Logistic Regression Breast Cancer Classification using Decision Trees Cleaning Student Profile Data Preprocessing and Cleaning Stroke Data Recognizing Hand Written Digits using PCA and SVM techniques Clustering Credit Card Data using Gaussian Mixtures and PCA Clustering Geo-Locations using K-Means clustering Using Numpy and Matplotlib for Image Processing Data Visualization of Australian Wildfires Comparing the classification algorithms for Mushroom Classification Comparing the classification algorithms for Credit Card Frauds Data Visualization and Comparing the classification algorithms for Household Electricity Consumption Data Visualization and Comparing the classification algorithms for grades of Maths and Portuguese class students

  • HR Analytics Employee Retention using Logistic Regression Breast Cancer Classification using Decision Trees Cleaning Student Profile Data Preprocessing and Cleaning Stroke Data Recognizing Hand Written Digits using PCA and SVM techniques Clustering Credit Card Data using Gaussian Mixtures and PCA Clustering Geo-Locations using K-Means clustering Using Numpy and Matplotlib for Image Processing Data Visualization of Australian Wildfires Comparing the classification algorithms for Mushroom Classification Comparing the classification algorithms for Credit Card Frauds Data Visualization and Comparing the classification algorithms for Household Electricity Consumption Data Visualization and Comparing the classification algorithms for grades of Maths and Portuguese class students

  • Recognizing_Hand_Written_Digits

    Check Linear Separability using PCA and building a classifier using various SVM kernels.

  • HR Analytics Employee Retention using Logistic Regression Breast Cancer Classification using Decision Trees Cleaning Student Profile Data Preprocessing and Cleaning Stroke Data Recognizing Hand Written Digits using PCA and SVM techniques Clustering Credit Card Data using Gaussian Mixtures and PCA Clustering Geo-Locations using K-Means clustering Using Numpy and Matplotlib for Image Processing Data Visualization of Australian Wildfires Comparing the classification algorithms for Mushroom Classification Comparing the classification algorithms for Credit Card Frauds Data Visualization and Comparing the classification algorithms for Household Electricity Consumption Data Visualization and Comparing the classification algorithms for grades of Maths and Portuguese class students

  • Credit_Card_Data_Clustering

    Using Gaussian Clustering and PCA Techniques to make clusters of the Credit Car data

  • HR Analytics Employee Retention using Logistic Regression Breast Cancer Classification using Decision Trees Cleaning Student Profile Data Preprocessing and Cleaning Stroke Data Recognizing Hand Written Digits using PCA and SVM techniques Clustering Credit Card Data using Gaussian Mixtures and PCA Clustering Geo-Locations using K-Means clustering Using Numpy and Matplotlib for Image Processing Data Visualization of Australian Wildfires Comparing the classification algorithms for Mushroom Classification Comparing the classification algorithms for Credit Card Frauds Data Visualization and Comparing the classification algorithms for Household Electricity Consumption Data Visualization and Comparing the classification algorithms for grades of Maths and Portuguese class students

  • KMeans_Clustering_Of_GeoLocationsns

    Given pairs of Latitude and Latitudes, KMeans clustering is performed to find clusters of locations that are situated together

  • HR Analytics Employee Retention using Logistic Regression Breast Cancer Classification using Decision Trees Cleaning Student Profile Data Preprocessing and Cleaning Stroke Data Recognizing Hand Written Digits using PCA and SVM techniques Clustering Credit Card Data using Gaussian Mixtures and PCA Clustering Geo-Locations using K-Means clustering Using Numpy and Matplotlib for Image Processing Data Visualization of Australian Wildfires Comparing the classification algorithms for Mushroom Classification Comparing the classification algorithms for Credit Card Frauds Data Visualization and Comparing the classification algorithms for Household Electricity Consumption Data Visualization and Comparing the classification algorithms for grades of Maths and Portuguese class students

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
  • ImageProcessing_using_Numpy_Matplotlib

  • HR Analytics Employee Retention using Logistic Regression Breast Cancer Classification using Decision Trees Cleaning Student Profile Data Preprocessing and Cleaning Stroke Data Recognizing Hand Written Digits using PCA and SVM techniques Clustering Credit Card Data using Gaussian Mixtures and PCA Clustering Geo-Locations using K-Means clustering Using Numpy and Matplotlib for Image Processing Data Visualization of Australian Wildfires Comparing the classification algorithms for Mushroom Classification Comparing the classification algorithms for Credit Card Frauds Data Visualization and Comparing the classification algorithms for Household Electricity Consumption Data Visualization and Comparing the classification algorithms for grades of Maths and Portuguese class students

  • MSTC_DataScience_Tasks

  • HR Analytics Employee Retention using Logistic Regression Breast Cancer Classification using Decision Trees Cleaning Student Profile Data Preprocessing and Cleaning Stroke Data Recognizing Hand Written Digits using PCA and SVM techniques Clustering Credit Card Data using Gaussian Mixtures and PCA Clustering Geo-Locations using K-Means clustering Using Numpy and Matplotlib for Image Processing Data Visualization of Australian Wildfires Comparing the classification algorithms for Mushroom Classification Comparing the classification algorithms for Credit Card Frauds Data Visualization and Comparing the classification algorithms for Household Electricity Consumption Data Visualization and Comparing the classification algorithms for grades of Maths and Portuguese class students

  • deeplearning-notes

    Notes for Deep Learning Specialization Courses led by Andrew Ng.

  • If you have found the journey up till now interesting, you may dive into the Deep Learning as well. The best way to do so is by getting started with this in-depth Deep Learning specialization by Andrew NG. It will require some dedication as it consists of 5 courses, but it is very thorough and you will not need any material apart from this.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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