Best Data Science Training Program in 2024

We are thrilled to announce that GeeksforGeeks is ready to upskill your skillset by launching the live Data Science Training Program. This course is crafted for students who wish to build a career in the Data science field. It is one of the most demanding fields in the industry. So, why don’t you become an expert in this field and grab a good job in a big tech giant?

Data Science is becoming really popular nowadays. It’s because our world relies so much on digital stuff, coding, and understanding data. With AI, Data Science is changing industries like healthcare, finance, entertainment, and social media. It helps companies make better decisions by looking at data. Plus, it’s making apps like ChatGPT, BERT, Midjourney, and DALL.E even cooler and more useful, making them smarter for us to use.

Data Science Training Program by GeeksforGeeks

Our Data Science Certification Training Program is a live course in which you will learn Python, Data Analysis, Machine Learning, and Math. We’ll also include advanced topics such as Deep Learning and Natural Language Processing (NLP) and how they’re used in AI today. But we don’t stop there. We know data scientists face tough problems every day, and we’ll teach you how to solve them practically.

Key Highlights:

• 3 months of Live Immersive Program
• Live Doubt Sessions by Industry Experts
• Master Python and its data manipulation libraries
• Explore exploratory data analysis (EDA) and data visualization
• Dive into statistical analysis and hypothesis testing
• Implement supervised learning and unsupervised learning models
• Work with classification and regression algorithms
• Dive deeper into advanced machine-learning models
• NLP and Deep Learning applications
• How AI and LLM are revolutionizing the world
• What is Prompt Engineering and ChatGPT

Projects:

• Performing Exploratory data analysis on Airbnb data.
• Predict the income of an individual based on its social and financial attributes supervised learning
• Market Basket Analysis unsupervised learning
• Working on sentiment analysis for understanding natural language processing
• Identifying hand written numbers from images – Computer Vision
• Image and voice classification Deep learning model
• and many more

Syllabus

Week 1: Introduction to Data Science and Machine Learning

• Introduction to Data Science and Machine Learning
• Introduction to Python
• Data Manipulation with Python

Week 2: Working on Data with Python

• Data Cleaning and Preprocessing with Pandas
• Exploratory Data Analysis (EDA) with Pandas
• Data Visualization with Matplotlib

Week 3: Data analysis using Python

• Knowing about the data
• Final Project and Case Studies
• Data Preprocessing and Exploration

Week 4: Introduction to maths in data science

• Probability and Statistics
• Statistical Analysis with Python
• Statistical Analysis with Scipy

Week 5: Starting with Machine Learning – Supervised Learning

• Supervised learning
• Decision tree, Logistic regression
• SVM

Week 6: Classification and Regression

• Linear regression
• Types of linear regression
• Non-linear regression

Week 7: Unsupervised learning model

• Types of Clustering model
• K-means algo + Agglomerative
• Associative rules

Week 8: Advanced models and Optimzation

• Ensemble models
• Hyperparameter Tuning

Week 9: Model Evalution, Optimization and Validation

• Cross-Validation
• Hyperparameter Tuning
• Model Selection Method

Week 10: Introduction to Advanced Topics in Machine Learning

• Advance models
• Computer Vision

Week 11: Introduction to Advanced Topics in Machine Learning

• Natural Language Processing
• Deep Learning

Week 12: Projects

• Case Studies and Projects
• Deployment of model using Streamlit

Starting Date – Apr 02,2024

Pricing – ₹ 21,999

Duration – 12 weeks / 3 months

Conclusion

In summary, GeeksforGeeks’ live Data Science Training Program, designed for students excited to pursue career in data science. With a focus on essential skills like Python, Data Analysis, and Machine Learning, as well as advanced topics like Deep Learning and NLP, our program equips you with the tools needed to excel in this dynamic field. Through live sessions and expert guidance, you’ll gain practical experience to tackle real-world challenges faced by data scientists. Join us and take the first step towards a rewarding career in data science.

FAQs – Data Science Training Program

Is there any online course material available with this course?

Yes, you’ll get access to the online Python Foundation course by Mr. Sandeep Jain, Data Analytics course (Tableau, SQL, Streamlit, Excel, etc), and recorded videos on ML, NLP, Image Processing

How will these classes be conducted?

Classes will conducted online from 8 to 10 PM on every Monday, Wednesday, Friday

Is there any number to contact for query?

You may call us on our toll-free number: (+91) (0)8069289001 or Drop us an email at courses@geeksforgeeks.org

Do you provide the recordings of the class?

Yes, we do provide the recording of the sessions

When can i access the recorded session of the class (if someone misses the live class)?

The recorded session of the class will be uploaded in 2 working days.