This hands-on course will take you from data basics to advanced AI applications. You’ll master Python for data analysis, build machine learning models, and explore deep learning frameworks like TensorFlow and PyTorch. By the end of the course, you’ll have completed real-world projects, created predictive models, and built a portfolio that showcases your expertise in data science and AI.
Data Science & AI
Become a Data & AI Professional in 16 Weeks. Master the Skill to Transform Raw Data into Intelligent Insights
What You Will Learn?
Skills You'll Gain
- Python for DS
- SQL
- TensorFlow
- PyTorch
- Pandas
- NumPy
- ML Algorithms
- Deep Learning
- NLP
- Computer Vision
- Tableau
- Spark
Pre-Requisites
- High school math (algebra, statistics)
- Basic Python knowledge (helpful but not required)
- Analytical thinking skills
Course Includes
▷ 32+ Video Lectures 💡 18+ Hands-on Projects
☁️ Cloud Notebook Access 📥 Industry Datasets
📜 Preparation for TensorFlow Certified Developer
Modules & Lessons
Module 1: Data Foundations (Week 1-4)
- Master Python for data science (Pandas, NumPy)
- Clean and visualize data with Matplotlib/Seaborn
- SQL for database querying
- Statistical analysis fundamentals
- Project: Analyze COVID-19 dataset
Module 2: Machine Learning (Week 5-8)
- Implement regression, classification, clustering
- Build recommendation systems
- Feature engineering techniques
- Model evaluation metrics
- Capstone: Predictive maintenance system
Module 3: Deep Learning (Week 9-12)
- Neural networks with TensorFlow/Keras
- Computer vision with CNNs
- Natural Language Processing (NLP)
- Time series forecasting
- Project: Build a sentiment analysis tool
Module 4: Big Data & Deployment (Week 13-16)
- Process large datasets with Spark
- Create interactive Tableau dashboards
- Deploy models as web APIs
- AI ethics and responsible ML
- Final Project: End-to-end AI solution
Testimonials
The AWS certification course completely transformed my career. Within 3 months of completing the program, I landed a Cloud Engineer role at a Fortune 500 company. The hands-on labs and interview prep made all the difference!
As a business owner, I needed to upskill my team quickly. LearningBuddy’s custom corporate training program was tailored perfectly to our needs. Our employees are now more productive than ever!
Data Science & AI course helped me transition from business analyst to Data Scientist at a FAANG company. The real healthcare datasets prepared me for actual work challenges.
Skill Domains
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Gain the Skills Employers Are Looking For
Become data science and AI expert, and get lucrative jobs in companies like McKinsey, Google, and Innovative Startups!
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