Powerpoint Templates and Google slides for Ml Predictions

This slide covers key advantages of machine learning for churn prediction such as identify at-risk customers, optimize products and services, and increase revenue. Introducing Customer Churn Prediction Benefits Of Using Machine Learning For Customer ML SS to increase your presentation threshold. Encompassed with Three stages, this template is a great option to educate and entice your audience. Dispence information on Identify At-Risk Customers, Optimize Products And Services, Increase Revenue, using this template. Grab it now to reap its full benefits.

This slide covers significant business processes for integrating prediction models such as CRM systems, marketing automation platforms, customer segmentation, and decision support systems. Introducing Customer Churn Prediction Business Processes For Integrating Prediction ML SS to increase your presentation threshold. Encompassed with Four stages, this template is a great option to educate and entice your audience. Dispence information on CRM Systems, Marketing Automation Platforms, Customer Segmentation, using this template. Grab it now to reap its full benefits.

This slide covers elements of exploratory data analysis for churn prediction, such as Visualizing churn patterns and trends, Analyzing feature correlations in churn data, Uncovering customer segments for churn insights, and Utilizing predictive modeling for churn prediction. Introducing Customer Churn Prediction Components Of Exploratory Data Analysis ML SS to increase your presentation threshold. Encompassed with Four stages, this template is a great option to educate and entice your audience. Dispence information on Customer Segments For Churn Insights, Analyzing Feature Correlations Churn Data, using this template. Grab it now to reap its full benefits.

This slide covers various elements of model training for churn prediction such as feeding engineered data, parametrized ML algorithm, model with optimal trained parameters, and minimize objective function, and iterative model training. Introducing Customer Churn Prediction Components Of Model Training In Machine ML SS to increase your presentation threshold. Encompassed with Five stages, this template is a great option to educate and entice your audience. Dispence information on Feeding Engineered Data, Parametrized ML Algorithm, Model With Optimal Trained Parameters, using this template. Grab it now to reap its full benefits.

This slide covers the major features for churn prediction, such as customer characteristics, product characteristics, transaction history, customer engagement, user experience, and external factors. Introducing Customer Churn Prediction Data To Consider For Feature Engineering While ML SS to increase your presentation threshold. Encompassed with Six stages, this template is a great option to educate and entice your audience. Dispence information on Customer Characteristics, Transactions History, User Experience, Product Characteristics, using this template. Grab it now to reap its full benefits.

This slide covers the process flow of customer churn prediction using the decision tree algorithm. It also includes elements such as steps for building the decision tree, ways of avoiding overfitting, and model evaluation. Present the topic in a bit more detail with this Customer Churn Prediction Decision Tree Model For Customer Churn ML SS. Use it as a tool for discussion and navigation on Pruning To Prevent Overfitting, Data Into Training And Test Sets. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers the process of defining the timeframe and the business context for customer churn prediction. It also includes setting goal such as reducing churn rate, identifying at-risk customer segments, enhancing customer lifetime value. Introducing Customer Churn Prediction Defining The Problem And Goal For Churn ML SS to increase your presentation threshold. Encompassed with Two stages, this template is a great option to educate and entice your audience. Dispence information on Evaluating Model Effectiveness, Outline Success Metrics, Goal, using this template. Grab it now to reap its full benefits.

Present the topic in a bit more detail with this Customer Churn Prediction Difference Between Regression And Classification ML SS. Use it as a tool for discussion and navigation on Objective, Evaluation, Task Type, Output. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers major data collection sources for user attrition rate forecasts. It includes sources such as CRM systems, analytics services, customer feedback, billing systems, and network logs. Present the topic in a bit more detail with this Customer Churn Prediction Establishing Data Collection Source For Churn ML SS. Use it as a tool for discussion and navigation on Data Source, Data Collected, Data Insights. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers key elements to consider for churn prediction such as complexity of issue, data availability and quality, interpretability, model assumptions, scalability and efficiency, etc. Present the topic in a bit more detail with this Customer Churn Prediction Factors To Consider For Churn Prediction Model ML SS. Use it as a tool for discussion and navigation on Factor, Consideration, Interpretability, Scalability And Efficiency. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers the feature engineering steps in machine learning. It includes key stages such as feature creation, transformation, extraction, selection, and scaling. Introducing Customer Churn Prediction Feature Engineering Process In Machine Learning ML SS to increase your presentation threshold. Encompassed with Five stages, this template is a great option to educate and entice your audience. Dispence information on Feature Transformation, Feature Selection, Feature Extraction, using this template. Grab it now to reap its full benefits.

This slide covers methods of hyperparameter tuning such as grid search, random search, and Bayesian optimization. Introducing Customer Churn Prediction Hyperparameter Tuning Techniques In Machine ML SS to increase your presentation threshold. Encompassed with Three stages, this template is a great option to educate and entice your audience. Dispence information on Grid Search, Random Search, Bayesian Optimization, using this template. Grab it now to reap its full benefits.

This slide covers improved company metrics, such as customer satisfaction score, net promoter score, average revenue per user, customer lifetime value, usage metrics, complaint resolution time, and product or service feedback. Present the topic in a bit more detail with this Customer Churn Prediction Improved Kpis Indicate Decreasing Churn Rate ML SS. Use it as a tool for discussion and navigation on Customer Satisfaction Score, Net Promoter Score, Average Revenue Per User. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers assumptions for churn prediction related to the binary-dependent variable, independence, no multicollinearity, linearity, and sample size. It also includes churn prediction steps such as the initial model, reduced model, and model comparison. Present the topic in a bit more detail with this Customer Churn Prediction Logistic Regression For Customer Churn ML SS. Use it as a tool for discussion and navigation on Assumptions, Logistic Regression Architecture, Logistic Regression For Churn Prediction. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers key feature engineering tactics such as one-hot encoding, binning, scaling, feature split, and text data preprocessing. It also includes explanation, benefits and examples for each feature engineering technique. Present the topic in a bit more detail with this Customer Churn Prediction Major Feature Engineering Techniques In Machine ML SS. Use it as a tool for discussion and navigation on Explanation, Benefit, Example. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers key problems faced by the company due to rising user churn, such as declining revenue, increased marketing costs, damage to reputation, and competitive disadvantage. Introducing Customer Churn Prediction Major Issues Faced By Company Due To Increasing ML SS to increase your presentation threshold. Encompassed with Six stages, this template is a great option to educate and entice your audience. Dispence information on Declining Revenue, Damage To Reputation, Competitive Disadvantage, using this template. Grab it now to reap its full benefits.

Introducing Customer Churn Prediction Major Reasons For Customer Churn Across Various ML SS to increase your presentation threshold. Encompassed with Six stages, this template is a great option to educate and entice your audience. Dispence information on Lack Of Personalization, Customer Service Issues, Pricing And Value Perception, using this template. Grab it now to reap its full benefits.

This slide covers key machine learning trends for data gathering such as synthetic data generation, active learning, transfer learning, open source datasets, and federated learning. Introducing Customer Churn Prediction Major Trends In Data Collection For Machine ML SS to increase your presentation threshold. Encompassed with Five stages, this template is a great option to educate and entice your audience. Dispence information on Synthetic Data Generation, Federated Learning, Open Source Datasets, Active Learning, using this template. Grab it now to reap its full benefits.

Introducing Customer Churn Prediction Major Types Of Customer Churn ML SS to increase your presentation threshold. Encompassed with Two stages, this template is a great option to educate and entice your audience. Dispence information on Voluntary Churn, Involuntary Churn, using this template. Grab it now to reap its full benefits.

This slide covers key ways for determining features during churn prediction such as Permutation Importance, ELI5 Python Package, and SHAP SHapley Additive exPlanations. Introducing Customer Churn Prediction Methods For Defining Relevant Features During ML SS to increase your presentation threshold. Encompassed with Three stages, this template is a great option to educate and entice your audience. Dispence information on Functionality, Benefit, Permutation Importance, using this template. Grab it now to reap its full benefits.

This slide covers machine learning model implementation methods such as API deployment, batch deployment, and model export. It also includes information related to such as real-time model accessibility, data simultaneously, periodic churn analysis, etc. Introducing Customer Churn Prediction Model Deployment Options For Churn Prediction ML SS to increase your presentation threshold. Encompassed with Three stages, this template is a great option to educate and entice your audience. Dispence information on API Deployment, Batch Deployment, Model Export, using this template. Grab it now to reap its full benefits.

This slide covers major methods of machine learning model optimization, such as exhaustive search, gradient descent, and genetics. It also highlights the benefits and challenges of each technique. Present the topic in a bit more detail with this Customer Churn Prediction Model Optimization Techniques In Machine ML SS. Use it as a tool for discussion and navigation on Techniques, Exhaustive Search, Gradient Descent, Genetic. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers methods of choosing the right churn prediction model, such as train-test split, cross-validation, model averaging, and model performance comparison. Present the topic in a bit more detail with this Customer Churn Prediction Model Selection Techniques For Churn Prediction ML SS. Use it as a tool for discussion and navigation on Train-Test Split, Cross-Validation, Model Averaging, Model Performance Comparison. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers elements such as model performance monitoring, data quality and distribution, model retraining and updates, A or B testing and model comparison, and error analysis and feedback. Introducing Customer Churn Prediction Monitoring And Maintenance Of Churn ML SS to increase your presentation threshold. Encompassed with Five stages, this template is a great option to educate and entice your audience. Dispence information on Model Performance Monitoring, Data Quality And Distribution, Model Retraining And Updates, using this template. Grab it now to reap its full benefits.

This slide covers a brief defines classification as the process of categorizing a given set of data into classes. It also includes major types of classification such as binary, multi-class, imbalance, and multi-label. Introducing Customer Churn Prediction Overview Of Classification In Machine Learning ML SS to increase your presentation threshold. Encompassed with Three stages, this template is a great option to educate and entice your audience. Dispence information on Binary Classification, Multi-Class Classification, Imbalanced Classification, using this template. Grab it now to reap its full benefits.

This slide covers a brief introduction to data collection in machine learning. It also includes the steps for data collection, such as defining problem statement and planning and implementation. Introducing Customer Churn Prediction Overview Of Data Collection In Machine Learning ML SS to increase your presentation threshold. Encompassed with Two stages, this template is a great option to educate and entice your audience. Dispence information on Defining Problem Statement, Planning And Implementation, using this template. Grab it now to reap its full benefits.

This slide covers a brief introduction to a non-parametric supervised learning algorithm. It also includes terminologies such as root node, decision nodes, leaf nodes, sub-tree, pruning, and branch or sub-tree. Present the topic in a bit more detail with this Customer Churn Prediction Overview Of Decision Tree Model In Machine ML SS. Use it as a tool for discussion and navigation on Root Node, Decision Nodes, Leaf Nodes, Sub-Tree, Pruning. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers a brief introduction to exploratory data analysis in machine learning. It also includes major types such as univariate, bivariate, multivariate, time series, missing data, outlier, and data visualization. Introducing Customer Churn Prediction Overview Of Exploratory Data Analysis In ML ML SS to increase your presentation threshold. Encompassed with Seven stages, this template is a great option to educate and entice your audience. Dispence information on Univariate Analysis, Multivariate Analysis, Missing Data Analysis, Data Visualization, using this template. Grab it now to reap its full benefits.

This slide covers a brief introduction to feature engineering in ML. it also includes the need for feature engineering, such as improving user experience, competitive advantage, and future-proofing. Present the topic in a bit more detail with this Customer Churn Prediction Overview Of Feature Engineering In Machine ML SS. Use it as a tool for discussion and navigation on Improve User Experience, Competitive Advantage, Future-Proofing. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers a brief introduction to hyperparameters and hyperparameter tuning. It also includes the importance of hyperparameter tuning, such as direct controls, essential for tweaking model performance and model accuracy. Introducing Customer Churn Prediction Overview Of Hyperparameter Tuning In Machine ML SS to increase your presentation threshold. Encompassed with Six stages, this template is a great option to educate and entice your audience. Dispence information on Observed Model Performance, Suggested Hyperparameters, using this template. Grab it now to reap its full benefits.

This slide covers a brief overview of logistic regression analysis. It also includes major types of logistic regression, such as binary, multinomial, and ordinal. Introducing Customer Churn Prediction Overview Of Logistics Regression Model In Machine ML SS to increase your presentation threshold. Encompassed with Three stages, this template is a great option to educate and entice your audience. Dispence information on Binary, Multinomial, Ordinal, using this template. Grab it now to reap its full benefits.

This slide covers a brief introduction to random forest algorithms. It also includes ensemble techniques in random forest, such as bagging and boosting. Introducing Customer Churn Prediction Overview Of Random Forest Model In Machine ML SS to increase your presentation threshold. Encompassed with Two stages, this template is a great option to educate and entice your audience. Dispence information on Bagging, Boosting, using this template. Grab it now to reap its full benefits.

This slide briefly defines regression in machine learning. It also includes major types of regression such as support vector, decision tree, polynomial, logistic, lasso, ridge, linear, and random forest. Introducing Customer Churn Prediction Overview Of Regression In Machine Learning ML SS to increase your presentation threshold. Encompassed with Seven stages, this template is a great option to educate and entice your audience. Dispence information on Linear Regression, Ridge Regression, Lasso Regression, using this template. Grab it now to reap its full benefits.

This slide covers the companys underperforming metrics, such as customer satisfaction score, net promoter score, average revenue per user, customer lifetime value, usage metrics, complaint resolution time, and product or service feedback. Present the topic in a bit more detail with this Customer Churn Prediction Poor Performing Kpis Indicate Rising Customer ML SS. Use it as a tool for discussion and navigation on Customer Satisfaction Score, Net Promoter Score, Average Revenue Per User. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers major data integration challenges faced during user churn forecasts. It includes data issues such as duplicate values across various rows and columns, differently expressed dates, currencies, and incomplete data. Introducing Customer Churn Prediction Pre Processing Inconsistent Data For Churn ML SS to increase your presentation threshold. Encompassed with Three stages, this template is a great option to educate and entice your audience. Dispence information on Data Issues, Challenges Faced, Solutions, using this template. Grab it now to reap its full benefits.

This slide covers major steps for churn prediction, such as defining the problem, explanatory data analysis, data cleaning, preprocessing, feature engineering, model selection and training, etc. Introducing Customer Churn Prediction Process Flow Using Machine Learning ML SS to increase your presentation threshold. Encompassed with Ten stages, this template is a great option to educate and entice your audience. Dispence information on Data Collection, Model Optimization, Model Integration, using this template. Grab it now to reap its full benefits.

This slide covers the random forest model creation steps, such as creating dummy variables, creating datasets with predictor variables, splitting data into training and testing, running a random forest regressor model, etc. Present the topic in a bit more detail with this Customer Churn Prediction Random Forest For Customer Churn Prediction ML SS. Use it as a tool for discussion and navigation on Random Forest For Churn Prediction, Limitations. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers customer retention strategies based on machine learning outcomes. It includes strategies such as personalized onboarding, segmented communication, quick issue resolution, and follow-up surveys. Present the topic in a bit more detail with this Customer Churn Prediction Retention Strategies To Reduce Customer Churn ML SS. Use it as a tool for discussion and navigation on Outcomes Form ML Model, Retention Strategies, Action Steps. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers the process of data preprocessing in machine learning. It includes major preprocessing stages such as data cleaning, data integration, data transformation, and data reduction. Introducing Customer Churn Prediction Steps Of Data Preprocessing In Machine Learning ML SS to increase your presentation threshold. Encompassed with Four stages, this template is a great option to educate and entice your audience. Dispence information on Data Cleaning, Data Transformation, Data Integration, Data Reduction, using this template. Grab it now to reap its full benefits.

This slide covers major data-gathering technologies for machine learning such as web scraping, application programming interfaces APIs, data collection platforms, and data labeling and annotation. Introducing Customer Churn Prediction Technologies And Tools For Data Collection In ML ML SS to increase your presentation threshold. Encompassed with Four stages, this template is a great option to educate and entice your audience. Dispence information on Web Scraping, Application Programming Interfaces, Data Collection Platforms, Data Labeling And Annotation, using this template. Grab it now to reap its full benefits.

This slide covers machine learning applications across telecom, retail, banking, and marketing. It also includes real-world examples of companies using ML for customer churn prediction. Introducing Customer Churn Prediction Use Cases Of Machine Learning For Churn Prediction ML SS to increase your presentation threshold. Encompassed with Four stages, this template is a great option to educate and entice your audience. Dispence information on Telecom, Retail, Banking, Marketing, using this template. Grab it now to reap its full benefits.

This slide covers key parameters to consider before selecting an ML algorithm, such as the nature of the problem, size and complexity, interpretability, feature relationships, and computational resources. Present the topic in a bit more detail with this Customer Churn Prediction Using Factors To Consider While Choosing An ML Task ML SS. Use it as a tool for discussion and navigation on Nature Of The Problem, Size And Complexity, Interpretability, Feature Relationships. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers the need for data preprocessing in machine learning, such as improving data quality, dealing with missing values, normalizing and scaling, and handling outliers. Introducing Customer Churn Prediction Using Overview Of Data Preprocessing In Machine Learning ML SS to increase your presentation threshold. Encompassed with Four stages, this template is a great option to educate and entice your audience. Dispence information on Improving Data Quality, Dealing With Missing Values, Normalizing And Scaling, using this template. Grab it now to reap its full benefits.

This slide highlights approaches for customer churn prediction, such as classification and regression. It also covers ways of integrating both methods based on model training and combining outputs. Introducing Customer Churn Prediction Using Suitable ML Task Based On Churn Prediction ML SS to increase your presentation threshold. Encompassed with Two stages, this template is a great option to educate and entice your audience. Dispence information on Classification Approach, Regression Approach, using this template. Grab it now to reap its full benefits.

This slide covers a brief overview of machine learning for making predictions without explicit programming. It also includes a flow chart highlighting various machine learning types and algorithms. Introducing Customer Churn Prediction What Is Machine Learning ML SS to increase your presentation threshold. Encompassed with Three stages, this template is a great option to educate and entice your audience. Dispence information on Supervised Learning, Unsupervised Learning, Reinforced Learning, using this template. Grab it now to reap its full benefits.

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Present the topic in a bit more detail with this Table Of Contents Customer Churn Prediction Using Machine Learning ML SS. Use it as a tool for discussion and navigation on Rising Customer Churn Rate, Poor Performing Kpis, Major Issues Faced. This template is free to edit as deemed fit for your organization. Therefore download it now.

Introducing Table Of Contents For Customer Churn Prediction Using Machine Learning ML SS to increase your presentation threshold. Encompassed with Six stages, this template is a great option to educate and entice your audience. Dispence information on Current Scenario Of Company, Overview Of Machine Learning, Model Selection, using this template. Grab it now to reap its full benefits.

This slide covers key issues faced while implementing machine learning for investment prediction. It includes problems such as prediction inaccuracy, inability to forecast everything, complexity and cost, data quality and consistency, and interpretability and explainability. Present the topic in a bit more detail with this Challenges Ml Pricing Prediction Revolutionizing Finance Industry With Machine Learning ML SS. Use it as a tool for discussion and navigation on Inaccuracy Of Predictions, Inability To Forecast Everything, Data Quality And Consistency. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers major corporations implementing machine learning for investment predictions. It also includes the prediction strategy, approach and impact of using ML for stock price forecasting. Deliver an outstanding presentation on the topic using this Companies Predict Stock Prices Revolutionizing Finance Industry With Machine Learning ML SS. Dispense information and present a thorough explanation of Strategy, Approach, Impact using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide covers brief introduction to stock market investment predictions. It also includes reasons for using machine learning such as pattern recognition, data-driven forecasting, and continuous learning. Present the topic in a bit more detail with this Overview Price Prediction Using Ml Revolutionizing Finance Industry With Machine Learning ML SS. Use it as a tool for discussion and navigation on Pattern Recognition, Data Driven Forecasting, Continuous Learning. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide covers the process of using machine learning for investment prediction. It includes steps such as data collection and preprocessing, model selection, training and validation, hyperparameter tuning, backtesting and simulation, and deployment and real-time prediction. Introducing Steps Ml In Stock Price Prediction Revolutionizing Finance Industry With Machine Learning ML SS to increase your presentation threshold. Encompassed with six stages, this template is a great option to educate and entice your audience. Dispence information on Data Collection And Preprocessing, Model Selection, Training And Validation, using this template. Grab it now to reap its full benefits.

This slide highlights the various functions of predictive intelligence using machine learning ML. Various features included are offering smart recommendations to agents, facilitating classification, and detecting major incidents. Introducing our Key Features Of Predictive Intelligence With ML set of slides. The topics discussed in these slides are Action Steps, Offers Smart Recommendations, Detects Major Incidents. This is an immediately available PowerPoint presentation that can be conveniently customized. Download it and convince your audience.

This slide represents the predictive intelligence data modeling process with the help of Machine Learning ML. Various steps involved are understanding problems, data collection and cleaning, exploratory data analysis, modeling, etc. Presenting our set of slides with Predictive Intelligence Modelling Process Using ML. This exhibits information on eight stages of the process. This is an easy to edit and innovatively designed PowerPoint template. So download immediately and highlight information on Understanding Problems, Data Collection, Data Cleaning.

Introducing Agenda House Price Prediction Through Machine Learning ML SS to increase your presentation threshold. Encompassed with six stages, this template is a great option to educate and entice your audience. Dispence information on House Price Prediction, Machine Learning, Real Time Decisions, Accuracy And Effectiveness, using this template. Grab it now to reap its full benefits.

This slide showcases various metrics such as accuracy, precision, recall, F1 score that can help to assess performance of machine learning models. Present the topic in a bit more detail with this House Price Prediction Through Assessing Metrics For Machine Learning Classifiers ML SS. Use it as a tool for discussion and navigation on Neural Networks, Assessing Metrics, Machine Learning Classifiers, Accurate True Positive Predictions. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide highlights list of parameters in checklist for effective data collection in house price prediction. It covers ensuring clear objectives, reliable sources, and rigorous quality assessment for accurate predictions. Deliver an outstanding presentation on the topic using this House Price Prediction Through Checklist For Data Collection For House Price Prediction ML SS. Dispense information and present a thorough explanation of Identify Data Source, Understand Data Requirements, Data Collection Process, Evaluate Data Quality using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

The slide compares traditional modeling with machine learning approaches. It outlines their respective methods and shows benefits of traditional modeling over machine learning. Present the topic in a bit more detail with this House Price Prediction Through Comparison Of Traditional Modeling And Machine Learning ML SS. Use it as a tool for discussion and navigation on Automated Learning, High Predictive Accuracy, Less Suspectable To Manipulation. This template is free to edit as deemed fit for your organization. Therefore download it now.

The slide presents correlation analysis to assess variables impact on house prices. It identifies features strongly correlated with sales price, assisting in predictive modeling for accurate value predction. Introducing House Price Prediction Through Correlation Analysis For House Price Prediction ML SS to increase your presentation threshold. Encompassed with three stages, this template is a great option to educate and entice your audience. Dispence information on Correlation Analysis, Assess Variables, Sales Price, Value Predction, using this template. Grab it now to reap its full benefits.

The slide illustrates house dataset with area type, availability, location, size and historical price. It is utilized to develop house price prediction model. Deliver an outstanding presentation on the topic using this House Price Prediction Through Dataset For House Price Prediction Model ML SS. Dispense information and present a thorough explanation of Dataset For House Price, Prediction Model, Super Built Up Area, House Price Prediction using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.