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Data Preparation For Data Science 2023 tutorial by simplilearn is dedicated to help aspiring data science engineer to learn the fundamental of Data Science. this Simplilearn video will help you dive into the heart of Data Science with our latest tutorial on "Data Preparation For Data Science in 2023!" 📊 In this comprehensive guide, we explore the crucial steps and cutting-edge techniques you need to know to transform raw data into meaningful insights.
🔍 Key Topics Covered:
1️⃣ Understanding the Importance of Data Preparation
2️⃣ Data Cleaning and Handling Missing Values
3️⃣ Feature Engineering for Enhanced Predictive Modeling
4️⃣ Dealing with Outliers and Anomalies
5️⃣ Exploratory Data Analysis (EDA) Techniques
6️⃣ Optimizing Data for Machine Learning Algorithms
7️⃣ Best Practices and Pro Tips for Efficient Data Preprocessing
📌 Timestamps:
00:00 - Introduction
01:20 - Importance of Data Preparation
03:45 - Data Cleaning Strategies
07:12 - Feature Engineering Techniques
11:30 - Outlier Detection and Handling
14:45 - Exploratory Data Analysis (EDA)
18:20 - Optimizing Data for ML Algorithms
22:05 - Best Practices and Pro Tips
25:30 - Conclusion
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➡️ About Caltech Post Graduate Program In Data Science
This Post Graduation in Data Science leverages the superiority of Caltech's academic eminence. The Data Science program covers critical Data Science topics like Python programming, R programming, Machine Learning, Deep Learning, and Data Visualization tools through an interactive learning model with live sessions by global practitioners and practical labs.
✅ Key Features
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Caltech PG program in Data Science completion certificate
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- Caltech CTME Circle membership
- Online convocation by Caltech CTME Program Director
- IBM certificates for IBM courses
- Access to hackathons and Ask Me Anything sessions from IBM
- 25+ hands-on projects from the likes of Amazon, Walmart, Uber, and many more
- Seamless access to integrated labs
- Capstone projects in 3 domains
- Simplilearn’s Career Assistance to help you get noticed by top hiring companies
- 8X higher interaction in live online classes by industry experts
✅ Skills Covered
- Exploratory Data Analysis
- Descriptive Statistics
- Inferential Statistics
- Model Building and Fine Tuning
- Supervised and Unsupervised Learning
- Ensemble Learning
- Deep Learning
- Data Visualization
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🔥🔥 *Interested in Attending Live Classes? Call Us:* IN - 18002127688 / US - +18445327688