Data Preparation for Data Science 2023 📊

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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 Data Science Course in collaboration with IBM
This Data Science course in collaboration with IBM propels your career to become a data scientist. Gain expertise in in-demand skills like Python, SQL, Excel, Machine Learning, Tableau, generative AI, and more. Dive deep into data interpretation nuances, master Machine Learning, and enhance programming skills to elevate your Data Science career.

✅ Key Features
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Masterclasses from IBM experts
- Dedicated live sessions by faculty of industry experts
- Industry-recognized Data Scientist Master’s certificate from Simplilearn
- Industry-recognized IBM certifications for IBM courses
- Ask-Me-Anything (AMA) sessions with IBM leadership
- Capstone from 3 domains and 25+ projects
- Exclusive hackathons conducted by IBM
- Lifetime access to self-paced learning content
- Program crafted to initiate your journey as a Data Scientist
- Integrated labs for hands-on learning experience

✅ Skills Covered
- Generative AI
- Prompt Engineering
- ChatGPT
- Exploratory Data Analysis
- Descriptive Statistics
- Inferential Statistics
- Explainable AI
- Conversational AI
- Large Language Models
- Model Building and Finetuning
- Ensemble Learning
- Data Visualization
- Database Management


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