🤖 Why Learn Data Science with AI in 2024?
Data is the new oil—and Data Science powered by AI is the engine that extracts value from it. From predictive analytics to self-learning algorithms, businesses are embracing data science to gain a competitive edge. This course trains you in Python, Machine Learning, Deep Learning, NLP, and more, helping you build AI-powered applications from scratch.

🚀 Career Opportunities in Data Science & AI
✔ Data Scientist
✔ AI Engineer
✔ Machine Learning Developer
✔ Data Analyst (with AI exposure)
✔ NLP Engineer
✔ Computer Vision Specialist

🧠 What You’ll Learn – Course Curriculum

Foundations of Python for Data Science
✅ Python Basics – Syntax, Loops, Functions
✅ Data Structures & Libraries – NumPy, Pandas
✅ Data Cleaning, Transformation & Analysis

Statistics & Analytics Core
✅ Descriptive & Inferential Statistics
✅ Hypothesis Testing – ANOVA, t-test, chi-square
✅ Data Visualization – Seaborn, Matplotlib

Machine Learning with Python
✅ Supervised & Unsupervised Learning
✅ Regression, Classification, Clustering Algorithms
✅ Model Evaluation – Confusion Matrix, ROC

Deep Learning & Neural Networks
✅ Introduction to Deep Learning
✅ ANN, CNN, RNN Architectures
✅ Keras & TensorFlow Implementation

AI Specializations
✅ Natural Language Processing (NLP) – Tokenization, Sentiment Analysis
✅ Computer Vision – Image Classification, Object Detection
✅ Intro to Power BI – For Business Dashboards & Analytics

👩‍💼 Who Should Take This Course?
✔ B.Tech / BSc / MCA / MBA graduates
✔ Python programmers interested in AI
✔ Working professionals in IT, analytics, or engineering
✔ Data enthusiasts & career switchers
✔ Freelancers & entrepreneurs building AI products

🎯 Why Choose BEST IT Academy?
🔹 Industry-expert instructors from AI/ML backgrounds
🔹 Real-world datasets & capstone projects
🔹 AI case studies – From healthcare to e-commerce
🔹 Certification & Career Assistance
🔹 Flexible Learning Modes & Affordable Pricing

🧑‍💻 Modes of Learning
📍 Hyderabad Classroom Training – Instructor-led in-person sessions
🌐 Live Online Classes – Real-time virtual training
📁 Self-paced Access – Learn anytime with recorded materials

Step into the Future of Intelligence
With a strong foundation in Data Science and Artificial Intelligence, you’ll be ready to build cutting-edge solutions and make impactful decisions using data.

📞 Contact Us for Batch Details & Fee Structure
📍 Hyderabad Center | 🌐 Online Training Available

1. Introduction to Data Science

   • Overview of data science and its applications

   • Data science lifecycle

   • Role of a data scientist

2. Data Collection and Cleaning

   • Data collection methods

   • Data cleaning and preprocessing techniques

   • Handling missing data

3. Data Analysis and Visualization

   • Exploratory data analysis (EDA)

   • Data visualization tools and techniques

   • Creating insightful dashboards with Tableau

4. Statistics and Probability

   • Fundamental concepts of statistics

   • Probability distributions

   • Hypothesis testing

5. Machine Learning

   • Supervised and unsupervised learning

   • Model evaluation and selection

   • Hands-on projects with Scikit-Learn and TensorFlow

6. Deep Learning

   • Neural networks and deep learning concepts

   • Building and training deep learning models

   • Applications of deep learning

7. Big Data Technologies