100 Days Of ML - Today I Learned...

Day 1 : Jul 10 , 2018

Today's Progress : I have practiced implementing Sentimental Analysis with Keras.

Link of Work: Commit

Day 2 : Jul 11 , 2018

Today's Progress : Read Research Paper "Learning Spatiotemporal Features with 3D Convolutional Networks"

Link of Work: Paper

Day 3 : Jul 12 , 2018

Today's Progress : Learned and implemented Keras Functional API for defining complex models, such as multi-output models, directed acyclic graphs, and models with shared layers.

Link of Work: commit

Day 4 : Jul 13 , 2018

Today's Progress : Experimented with 'Predict Pakistan Elections 2018' Kaggle kernel by Ammar Malik

Link of Work: commit

Day 5 : Jul 14 , 2018

Today's Progress : Learned and practiced Data Wrangling, Data Visualization with Matplotlib and Seaborn, and basic maths and statistics on a CARS dataset.

Link of Work: commit

Day 6 : Jul 15 , 2018

Today's Progress : Learned and practiced Dimensionality Reduction techniques and Outlier Analysis on IRIS dataset.

Link of Work: commit

Day 7 : Jul 16 , 2018

Today's Progress : Learned and practiced K-Means Clustering, K-NN, Linear Regression, Logistic Regression, and Naive Bayes Classifier.

Link of Work: commit

Day 8 : Jul 17 , 2018

Today's Progress : Learned and practiced Web-based Data visualization with Plotly.

Link of Work: commit

Day 9 : Jul 18 , 2018

Today's Progress : Learned and practiced BeautifulSoup for parsing HTML webpages.

Link of Work: commit

Day 10 : Jul 19 , 2018

Today's Progress : Read articles from the "HBR Guide to Data Analytics Basics for Managers".

Link of Work: Book

Day 11 : Jul 20 , 2018

Today's Progress : Took "Become a Data Scientist" course on Lynda.

Link of Work: Course

Day 12 : Jul 21 , 2018

Today's Progress : Took "Data Science Foundations: Fundamentals" course on Lynda.

Link of Work: Course

Day 13 : Jul 22 , 2018

Today's Progress : Completed "Data Science Foundations: Fundamentals" course on LinkedIn Learning.

Link of Work: Certificate

Day 14 : Jul 23 , 2018

Today's Progress : Completed "Statistics Foundations 1" course on LinkedIn Learning.

Link of Work: Certificate

Day 15 : Jul 24 , 2018

Today's Progress : Took "Data Mining" course on LinkedIn Learning and practiced Clustering, Classification and Outlier Detection.

Link of Work: Course

Day 16 : Jul 25 , 2018

Today's Progress : Took "Data Visualization: Storytelling" course on LinkedIn Learning.

Link of Work: Course

Day 17 : Jul 26 , 2018

Today's Progress : Took "Excel 2016: Managing and Analyzing Data" course on LinkedIn Learning.

Link of Work: Course

Day 18 : Jul 27 , 2018

Today's Progress : Learned and practiced building a Recommendation System with Python Machine Learning.

Link of Work: Commit

Day 19 : Jul 28 , 2018

Today's Progress : Experimented with Postgres | Installed PgAdmin 4 | exported data to CSVs for visualization.

Link of Work: Commit

Day 20 : Jul 29 , 2018

Today's Progress : Took "The Essential Elements of Predictive Analytics and Data Mining" course on LinkedIn Learning.

Link of Work: Course

Day 21 : Jul 30 , 2018

Today's Progress : Took "Machine Learning & AI Foundations: Value Estimations" course on LinkedIn Learning.

Link of Work: Course

Day 22 : Jul 31 , 2018

Today's Progress : Took "building-deep-learning-applications" course on LinkedIn Learning.

Link of Work: Course

Day 23 : August 01 , 2018

Today's Progress : Learned and practiced building a Deep Neural Network with Keras.

Link of Work: Commit

Day 24 : August 02 , 2018

Today's Progress : Learned Building and Deploying Deep Learning Applications with TensorFlow.

Link of Work: Commit

Day 25 : August 03 , 2018

Today's Progress : Took "Amazon Web Services Machine Learning Essential Training" course on Linkedin Learning.

Link of Work: Course

Day 26 : August 04 , 2018

Today's Progress : Practiced with "Titanic: Machine Learning from Disaster" kernel on Kaggle.

Link of Work: Commit

Day 27 : August 05 , 2018

Today's Progress : Explored "House Prices: Advanced Regression Techniques" competition on Kaggle.

Link of Work: Kaggle

Day 28 : August 06 , 2018

Today's Progress : Explored "Predict Pakistan Elections" competition on Kaggle and applied data wrangling.

Link of Work: Kaggle

Day 29 : August 07 , 2018

Today's Progress : Explored "Predict Pakistan Elections" competition on Kaggle and applied data wrangling. (Continued)

Link of Work: Kaggle

Day 30 : August 08 , 2018

Today's Progress : Exploring "Predict Pakistan Elections 2018" competition on Kaggle and applied data wrangling. (Continued)

Link of Work: Kaggle

Day 31 : August 09 , 2018

Today's Progress : Exploring "Predict Pakistan Elections 2018" competition on Kaggle and applied data wrangling. (Continued)

Link of Work: Kaggle

Day 32 : August 10 , 2018

Today's Progress : Practiced Object Detection with TensorFlow Single-Shot Detection (SSD) model.

Link of Work: TensorFlow

Day 33 : August 11 , 2018

Today's Progress : Reading "Hands-on machine learning with Scikit-learn and Tensorflow".

Link of Work: Book

Day 34 : August 12 , 2018

Today's Progress : Practiced Text Analysis on friend's whatsApp conversation - found most used words, emojis etc.

Link of Work: Link

Day 35 : August 13 , 2018

Today's Progress : Enrolled in "Applied Data Science with Python" Specialization on Coursera.

Link of Work: Link

Day 36 : August 14 , 2018

Today's Progress : Took first course in the specialization "Introduction to Data Science with Python" on Coursera.

Link of Work: Course

Day 37 : August 15 , 2018

Today's Progress : Took second course in the specialization i.e "Applied Text Mining in Python" on Coursera.

Link of Work: Course

Day 38 : August 16 , 2018

Today's Progress : Continued working on WhatsApp Spy mini-project - Monitored some contacts and generated usage charts.

Link of Work: Link

Day 39 : August 17 , 2018

Today's Progress : Practiced text mining, regular expressions, and regex in pandas.

Link of Work: Link

Day 40 : August 18 , 2018

Today's Progress : Watched "Making sense of too much data" TED talk Series. (Continued)

Link of Work: TEDtalks

Day 41 : August 19 , 2018

Today's Progress : Practiced text mining with NLTK, PorterStemmer, CFGs and Sentimental Analysis.

Link of Work: Course

Day 42 : August 20 , 2018

Today's Progress : Practiced text mining with NLTK, Naive Bayes, Support Vector Machines and Sentiment-analysis.

Link of Work: Course

Day 43 : August 21 , 2018

Today's Progress :