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Project 1: Exploratory Data Analysis Dive deep into the world of data exploration and visualization. Learn how to clean, preprocess, and draw meaningful insights from your datasets.
Project 2: Sentiment Analysis Uncover the underlying sentiments in text data. Master natural language processing techniques to classify text as positive, negative, or neutral.
Project 3: Predictive Modeling Predict the future today! Learn how to train machine learning models, evaluate their performance, and use them for future predictions.
Project 4: Time Series Analysis Step into the realm of time series data analysis. Learn how to preprocess and visualize time series data and build robust forecasting models.
Project 5: Big Data Analytics Scale up your data science skills with big data analytics. Learn how to process large datasets using Apache Spark in a distributed computing environment.
Project 6: Tabular Playground Series Analysis Unleash the power of data analysis as you dive into real-world datasets from the Tabular Playground Series. Learn how to preprocess, visualize, and extract meaningful insights from complex data.
Project 7: Customer Churn Prediction Harness the power of machine learning to predict customer churn and develop effective retention strategies. Analyze customer behavior, identify potential churners, and take proactive measures to retain valuable customers.
Project 8: Cats vs Dogs Image Classification Enter the realm of computer vision and master the art of image classification. Train a model to distinguish between cats and dogs with remarkable accuracy.
Project 9: Fraud Detection Become a fraud detection expert by building a powerful machine learning model. Learn anomaly detection techniques, feature engineering, and model evaluation to uncover hidden patterns and protect against financial losses.
Project 10: Houses Prices Prediction Real estate is a dynamic market, and accurate price prediction is vital. Develop the skills to predict housing prices using machine learning algorithms.
Enroll now and start your journey towards becoming a proficient data scientist! Unlock the power of data and transform your career.
Project 1: Exploratory Data Analysis.
Project 2: Sentiment Analysis.
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21. Visual Exploring of Google App Store Data.
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32. Data Cleaning and Preprocessing of Google App Store Data.
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43. Data Visualization Techniques.
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54. Statistical Analysis and Hypothesis Testing.
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65. Data Storytelling.
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76. Conclusion.
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8The First Assignment for Project 1: Google App Store Data EDA.
Project 3: Predictive Modeling.
Project 4: Time Series Analysis.
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141. Introduction to Predictive Modeling and Machine Learning.
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152. Data Exploration and Preprocessing of the Titanic Dataset.
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163. Model Selection and Evaluation of The Titanic Dataset.
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174. Model Training and Hyperparameter Tuning of The Titanic Dataset.
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185. Deployment of The Predictive Models of The Titanic Dataset.
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19Assignment For The Titanic Predictive Modeling Project.
Project 5: Big Data Analytics
Project 6: Tabular Playground Series Analysis.
Project 7: Customer Churn Prediction.
Project 8: Cats vs Dogs Image Classification.
Project 9: Fraud Detection.
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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