Download to read offline
Uploaded byINTTRVU.ai
Data Science & AI Certification Course.pptx
The document outlines a data science and AI certification program led by Rohit Mande, an experienced data scientist and CEO of inttrvu.ai, targeting IT professionals and students with relevant educational backgrounds. The program spans six months, offering practical training in data science techniques, machine learning models, and interview preparation, including mock interviews and resume building. Special pricing is available for early registrants, and the curriculum covers various essential topics, tools, and skills required to excel in data science careers.
Data Science & AI Certification Course.pptx
- 1. Data Science &AI Certification Program With Interview Preparation https://ifittrvu.ai +9177560 43707
- 2. Program Details Who isThis Program for All working IT professionals Students / any working professionals with education background in BE/B.Tech (any branch), BCA/BSC/BBA /MBA, ME / M.tech / MCS, B.Sc / M.Sc Computers / Stats, Any suitable Graduation 2 https://ifittrvu.ai +9177560 43707
- 3. About Trainer 3 Hello, Iam Rohit Mande, ex-Chief Data Scientist from Barclays. I am Founder and CEO of Inttrvu.ai I have done my Master from Technical University of Darmstadt,Germany (2015) with focus on Machine Learning. I have published many patents based on my research work in this domain. I have 10+ years of professional experience in Data Science. I have hired, lead and built Data Science teams from scratch. I know exactly what it takes to become an expert Data Scientist. I have designed this program based on my experience and made sure that its practical oriented and not just a theoretical one. I look forward to interacting with you during the program Rohit Mafide Foufider afid CEO, Ifittrvu.ai Ex-Chief Data Sciefitist, Barclays https://ifittrvu.ai +9177560 43707
- 4. Rohit Mande -Career Journey 4 2007-2011 B.E. E & TC 2011-2013 Software Efigifieer, Cisco Systems 2013-2015 MS from Techfiical Ufiiversityof Darmstadt, Germafiy Data Sciefitist,AGT Group GmbH Filed Patefits based ofi research work 2017-2018 Sefiior Data Sciefitist, Cummifis 2014-2017 2018 -2021 AVP-Lead Data Sciefitist, Barclays 2021-2023 VP-Chief Data Scientist, Barclays 2023 Foufiderafid CEO, Inttrvu.ai https://ifittrvu.ai +9177560 43707
- 5. 5 Program Duration: 6months Theory and Hands-on Exercises: 4 months+ Capstone Projects and Interview Preparation: 2 months Batches: Weekend batch: Saturday 11:00AM To 5:00 PM -11:00AM To 12:30 PM -1:30 PM To 3:00 PM -3:30 PM To 5:00 PM Program Duration https://ifittrvu.ai +9177560 43707
- 6. 12 Job Roles inData Science Data Analyst Statistician Business Analyst Data scientist Machine Learning Engineer Data and Analytics Manager 6 https://ifittrvu.ai +9177560 43707
- 7. Program Highlights 7 Live ifiteractiveclasses All sessiofis cofiduced by top Data Sciefice Experts Class recordifig available for self-paced learfiifig Dedicated doubt solvifig sessiofis Hafids-ofi Pythofi live class for every topic 20+ data sciefice models built durifig program 1-1guidafice for afiy questiofis 3 Capstofie projects with Assigfimefits Mock Ifiterviews afid Resume buildifig 300+ Top asked questiofis afid afiswers Course completiofi certificate https://ifittrvu.ai +9177560 43707
- 8. Course Fees 8 Special LaunchingPrice ( ofily for first few seats ) Rs. 69,999/- 54,999/- For NRIafid Ifiterfiatiofial studefits $ 899 $ 715 https://ifittrvu.ai +9177560 43707
- 9. Machine Learning models Linearregression Logistic regression Regularization Clustering K Nearest Neighbour (KNN) Support Vector Machine (SVM) Dimension reduction Decision Tree Random forest Gradient boosting XGBoost Time Series Forecasting Basics of Maths and Statistics Maths refresher Data distribution Hypothesis testing Statastics Missing data imputation Outlier detection A/B testing Market basket analysis Introduction Data Science Introduction Career opportunities Python for Data Science Python basics Object oriented programming Pandas, NumPy, Matplotlib Scikit-learn, NLTK, Keras 9 Program details https://ifittrvu.ai +9177560 43707
- 10. Deep Learning Neural network Activationfunctions Deep Learning CNN LSTM Natural language processing ( NLP ) Text cleaning Stemming and Lemmatization Part of Speech Tagging TFIDF Word2vec Explainable AI Feature selection LIME SHAP Generative AI History of generative AI BERT model How chatGPT is trained? chatGPT use cases. Generative AI models 10 https://ifittrvu.ai +9177560 43707
- 11. ML Ops Git andCoding standards Model deployment Flask API and Batch processing Docker Soft Skills for Data Scientist How to identify data science use cases? How to evaluate business impact? How to get sign-off from stakeholders? Communication skills for data scientists Capstone projects on real world datasets ML capstone project 1- Regression ML capstone project 2 - Classification ML capstone project 3 - Clustering SQL for Data Science Aggregation Functions Filters in SQL query Group By Clause Joins and Nested queries. Date & Time operations 11 https://ifittrvu.ai +9177560 43707
- 12. 1 - 1Mock Interviews byData Science experts Detailed feedback on interviews How to apply for internships /jobs Interview Preparation and Mock Interviews Careers and salaries in data science Skill sets evaluated in interview How to create standout CV How to explain projects Live sessions for Interview Questions 300+ most asked Interview Q and A 12 https://ifittrvu.ai +9177560 43707
- 13. Contact us 13 Address Navale Icon,Near Navale Bridge, Pune, 411041 Book a counseling session with expert! h B t t p o s : / o / w k a . m a e / + s 9 e 1 9 3 s 0 s 7 8 i 5 o 3 6 n 9 9 h 7 t t p 7 s : 5 / / w 6 a . m 0 e / + 4 9 1 3 7 7 5 7 6 0 0 4 3 7 7 0 7 ififo@ifittrvu.ai Click on the icon to follow us! https://www.facebook.com/profile.php?id=100092270186906&mibextid=LQQJ4d https://ifittrvu.ai +9177560 43707