Advanced Data Science
20 Hours

This course dives into the basics of machine learning and AI applications in Data Science using Python. Concepts are explained with project work covering topics such as Data Exploration, Data Visualization, introduction to Scikit, Hyperparameter Tuning, Convolutional Neural Networks (CNN) in KERAS and Deep Learning with TensorFlow.

Python for Advanced Data Science using ML/AI Training includes:

  1. Python Essentials
  2. Functional Programming
  3. Data exploration with Pandas and Numpy
  4. Scientific data wrangling with SciPy
  5. Visualization and insights with Matplotlib and Seaborn
  6. Data Exploration
  7. Scikit – Clustering & Segmentation (KMeans, Hierarchical, Rule-based)
  8. Scikit – Linear and Polynomial Regression
  9. Scikit – KNN, SVM
  10. Scikit – Tree-based Classification (Decision Tree, Random Forest)
  11. Scikit – Gradient Descent Intuition (Gradient Boosting)
  12. Hyperparameter Tuning
  13. Convolutional Neural Network with Keras (TensorFlow)
  14. Deep Learning with TensorFlow
  15. 4-5 Projects for GitHub

Project work includes the following or more:

Project 1: Object Detection/recognition
Project 2: Natural Language Processing with Twitter streaming API
Project 3: Content based Image Retrieval (CBIR) with CNN
Project 4: Credit Risk Modeling (DNN, SVM, etc)
Project 5: Regression & Forecasting

Price: CA$ 1,950
Course Stream: Data Science
Delivery method: Live instructors through online platforms
No prerequisites required for this course
Flexi pay: Option to pay in installments
Paid internships available for students who successfully pass the course.

  • Upcoming start date: April 15, 2022
  • Course duration: 20 hours
  • Lecture duration: between 2-3 hours per week on evenings and weekends

Students will receive ThinkLogix Certification upon course completion.

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4.9 8 reviews

  • Avatar Ishtiaq Ahmed ★★★★★ 9 months ago
    I took a course - AI in Finance from Thinklogix. I found the course content very well put together to kickstart an AI career in Finance. The course taught us how to approach an AI problem step by step and how to bring meaningful output … More from financial data.
  • Avatar Usha Krishnamoorthy ★★★★ 10 months ago
    Recently took an online, instructor-led AWS course. Content was detailed with good coverage of basics and intermediate concepts. Instructor was very knowledgeable.
  • Avatar Rijuanul Alam ★★★★ 11 months ago
    Completed an AWS course that was instructor-led during the COVID-19. The course content was resourceful, the instructor was both theoretical and practical.
  • Avatar Vidhi Patel ★★★★★ 11 months ago
    I have pursued Python for data science and have recieved excellent guidance from Mr.Ajit Pal.I feel its a great platform to enhance your skills in technological field. In addition to that their mentorship regarding interviews was remarkable! … More
  • Avatar Nhan Nguyen ★★★★★ 11 months ago
    Took a AWS course that is instructor led and web based during the COVID-19. The course content is great, instructor is knowledgeable.
  • Avatar Simranjot Kaur ★★★★★ 11 months ago
    Thinklogix is a great learning institute. I took an AI Application in finance course. I believe that this course has increased my knowledge and understanding towards the concepts and methods that are used for financial application. The … More instructor was really good and I would highly recommend Thinklogix to anyone in my network.
  • Avatar Simranjot Kaur ★★★★★ 11 months ago
    Thinklogix is a great learning center. It is great opportunity to learn about business world. I took an AI Application in finance course. This course covers all key concepts, methods and uses real world business situations and simulation … More which provide the better learning experience and strong base of knowledge.
  • Avatar Vinod ★★★★★ 11 months ago
    I took Data Science course with fundamentals of Machine Learning. Ajit was very good with his knowledge and teaching style. I'm satisfied with the quality of the material and assignments. Keep it up Think Logix. Good Luck, I'm … More sure you will prosper.

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Ajitpal Brar

Ajitpal Brar

Ajitpal is a professional with over 10 years of experience working in data analysis and strategic management. Currently, he works as TimeLabs’s Data Analyst, and work towards building and improving products and services for our customers by using advanced analytics, ad-hoc analysis, consulting, creating data models and workflows, and onboarding compelling new data sets.

His previous experience includes a position as a Sr. Data Analyst at Tara Health Foods, where he worked with marketing, finance and logistics departments to analyze data for their logistics and retail network to look for the bottlenecks in the supply chain, production cycle planning, supplier network, discounting, marketing penetration analysis and financial analysis.

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