I start from basics mathematics and statistics behind ML and AI algorithms, then implement the model in Python and final create an end-to-end model ready for deployment.
Some of the ML and AI algorithms I teach are:
- Supervised Machine Learning: Regression (Linear, Ridge, Lasso), Classification (Logistic Regression, Decision Tree, K-Nearest Neighbors, SVM)
- Unsupervised Machine Learning: K-means clustering, Hierarchical clustering, DBSCAN Clustering
- Ensemble Techniques: Bagging (Random Forest), Boosting (AdaBoost, XGBoost)
- Natural Language Processing (NLP): Stemming, Lemmatization, BoW, TF-IDF, Word2Vec
- Deep learning: ANN, CNN, RNN, LSTM, Adam Optimizer, Hyperparameters Tuning.
I am Lead Software Developer with 6+ years of work experience.
I have done Bachelors and Post Graduation in Computer Programming. I have coded in many languages like C, C++, Python, SAS. I have in-depth knowledge of Machine Learning and AI.
1) Post-Graduation: Seneca School of Software Design & Data Science, Canada
- Post-Graduate Certificate in Business Analytics
- Major Courses: Programming for Analytics (SAS, Python), Data Visualization (Tableau), Sentiment Analysis and Text Mining (NLP), Predictive Analytics (SAS Enterprise Miner), Data Mining
- GPA: 4.0
2) Post-Graduation: York University, Toronto, Canada
- Post-Graduate Certificate in Digital and Content Marketing
- Major Courses: Web Analytics/Google Analytics
- GPA: 4.0
3) Graduation: National Institute of Technology, Jalandhar, India
- Bachelor of Technology in Electronics and Communication Engineering
- Major Courses: C/C++ Programming, Operating Systems, Data Structure & Algorithms
- GPA: 3.7
- Received “President’s Honour List” award in Business Analytics from Seneca College.
- Received several spot awards for good leadership and team player roles in Samsung Electronics.
- Participated in several Hackathons and coding competitions.
Amit has a wonderful rapport with people of all ages. His ability to connect with his students and his talent at teaching simple concepts, as well as more advanced topics, are both truly superior. He also has excellent written and verbal communication skills
Amit accomplishes all his tasks with great initiative and with a positive attitude.
Amit is highly experienced and excellent programmer. He explains all the concepts right from the basics to advance level. I started learning from him without any programming background and his lessons not only helped me in achieving good grades but also helped me in securing a job as well.
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