Machine Learning for Algorithmic Trading: Predictive Models to Extract Signals from Market and Alternative Data for Systemic Trading Strategies with Python
Machine Learning for Algorithmic Trading: Predictive Models to Extract Signals from Market and Alternative Data for Systemic Trading Strategies with Python
Discover Machine Learning for Algorithmic Trading: Predictive Models to Extract Signals from Market and Alternative Data for Systemic Trading Strategies with Python by Stefan Jansen.
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Stefan Jansen is the author of several novels. Originally from the East Coast, they now live in the Midwest with family. In addition to writing, Stefan Jansen enjoys gardening, cooking, and reading way past bedtime. Their work often explores the complexities of everyday life and human relationships.
Finished it in a couple of days. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Glad I picked this up.
Carol DavisApril 10, 2025
Honestly one of the better books I've read lately. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Definitely recommend it if you like this genre.
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Patricia DavisOctober 05, 2024
I have mixed feelings about this one. Some parts were interesting, while others were a bit of a slog to get through. It's fine if you have nothing else to read.
Ashley HillDecember 24, 2024
Took me a few chapters to get into it, but it was worth it. I liked the main character, though some of the side plots were just okay. Enjoyable weekend read.
Robert AllenAugust 28, 2025
Pretty good overall. The middle dragged a tiny bit, but the ending totally made up for it. I'd probably recommend it to a friend.
Linda CampbellSeptember 01, 2024
I liked it for the most part. The middle dragged a tiny bit, but the ending totally made up for it. Still a good book.
Stephanie HarrisMay 29, 2024
Good, but not quite perfect. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Still a good book.
Paul TaylorAugust 16, 2024
Really enjoyed this one. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Thomas GonzalezJanuary 15, 2025
I liked it for the most part. It held my attention, even if a few things were a little predictable. I'd probably recommend it to a friend.
Joseph SanchezJuly 10, 2025
I was pleasantly surprised. The writing style is very engaging. It’s easy to follow but still has a lot of depth. A solid 5/5 for me.
Lisa ClarkSeptember 13, 2025
I liked it for the most part. Interesting premise and executed fairly well. Just a few slow chapters here and there. Enjoyable weekend read.
Kimberly TorresJanuary 25, 2025
Glad someone recommended this to me. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Glad I picked this up.
Daniel GonzalezJune 23, 2025
Took me a few chapters to get into it, but it was worth it. It held my attention, even if a few things were a little predictable. Still a good book.
Mark NelsonFebruary 16, 2025
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. A solid 5/5 for me.
Anthony MartinMarch 15, 2025
Took me a few chapters to get into it, but it was worth it. I liked the main character, though some of the side plots were just okay. Not bad at all.
Margaret WhiteJuly 13, 2025
It was okay. It felt a bit repetitive in the middle. Could have been shorter. It's fine if you have nothing else to read.
Lisa ClarkDecember 29, 2024
A very satisfying read. I loved how the story unfolded. It kept me guessing without being too confusing. Worth the time and money.
George GonzalezApril 12, 2025
Finished it in a couple of days. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Jennifer MitchellOctober 31, 2025
Really enjoyed this one. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Definitely recommend it if you like this genre.
Christopher ClarkJanuary 19, 2025
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Carol CampbellDecember 10, 2024
Good, but not quite perfect. I liked the main character, though some of the side plots were just okay. Still a good book.
Nicholas SanchezAugust 29, 2024
A solid read. I liked the main character, though some of the side plots were just okay. Still a good book.
Barbara AdamsSeptember 26, 2024
Honestly one of the better books I've read lately. I loved how the story unfolded. It kept me guessing without being too confusing. Worth the time and money.
Joseph DiazMay 04, 2025
Finished it in a couple of days. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Definitely recommend it if you like this genre.
Kenneth ThomasNovember 16, 2025
Pretty good overall. Interesting premise and executed fairly well. Just a few slow chapters here and there. A solid 4 stars from me.
Ashley HillMay 16, 2024
Took me a few chapters to get into it, but it was worth it. Interesting premise and executed fairly well. Just a few slow chapters here and there. Still a good book.
Karen WilsonOctober 07, 2025
I was pleasantly surprised. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Would probably read it again at some point.
Paul ClarkOctober 06, 2025
Such a great read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
Deborah HallAugust 03, 2025
Took me a few chapters to get into it, but it was worth it. The middle dragged a tiny bit, but the ending totally made up for it. I'd probably recommend it to a friend.
Carol WalkerJune 26, 2025
I liked it for the most part. I liked the main character, though some of the side plots were just okay. Enjoyable weekend read.
Margaret KingOctober 25, 2025
It was okay. Some parts were interesting, while others were a bit of a slog to get through. It's fine if you have nothing else to read.
Michael RodriguezMarch 02, 2024
A solid read. The middle dragged a tiny bit, but the ending totally made up for it. Still a good book.
Susan GarciaJune 21, 2024
It was just alright. It felt a bit repetitive in the middle. Could have been shorter. Might work better for someone else, just wasn't completely for me.
Nicholas PerezJuly 30, 2025
I have mixed feelings about this one. Some parts were interesting, while others were a bit of a slog to get through. It's fine if you have nothing else to read.
Sandra LeeSeptember 16, 2024
Good, but not quite perfect. I liked the main character, though some of the side plots were just okay. Enjoyable weekend read.
Richard TaylorFebruary 14, 2024
It was okay. Some parts were interesting, while others were a bit of a slog to get through. Probably won't read it again, but it was an okay way to pass the time.
Elizabeth KingJune 01, 2025
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. A solid 5/5 for me.
Paul HarrisFebruary 12, 2024
Glad someone recommended this to me. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Definitely recommend it if you like this genre.
David GarciaJuly 09, 2024
Honestly one of the better books I've read lately. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Would probably read it again at some point.
Mary RodriguezDecember 05, 2024
Really enjoyed this one. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Would probably read it again at some point.
Linda SanchezAugust 31, 2025
Glad someone recommended this to me. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Glad I picked this up.
David TaylorAugust 31, 2024
Such a great read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Glad I picked this up.
Deborah HallMarch 29, 2024
Glad someone recommended this to me. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Glad I picked this up.
Thomas LewisMarch 10, 2024
Such a great read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Glad I picked this up.
Elizabeth WhiteMarch 14, 2025
Such a great read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Glad I picked this up.
Margaret HallFebruary 16, 2025
A very satisfying read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Will be looking for more from this author.
Christopher KingSeptember 13, 2024
Such a great read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Glad I picked this up.
Michelle JohnsonDecember 15, 2025
Honestly one of the better books I've read lately. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Would probably read it again at some point.
Kimberly ReyesMay 17, 2025
Such a great read. I loved how the story unfolded. It kept me guessing without being too confusing. Definitely recommend it if you like this genre.
Jessica GreenDecember 26, 2024
Honestly one of the better books I've read lately. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Worth the time and money.
Andrew SanchezDecember 13, 2025
A solid read. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Not bad at all.
George JohnsonMay 15, 2024
I liked it for the most part. I liked the main character, though some of the side plots were just okay. Still a good book.
Christopher ThompsonOctober 27, 2025
Finished it in a couple of days. I loved how the story unfolded. It kept me guessing without being too confusing. A solid 5/5 for me.
Elizabeth MartinNovember 18, 2024
Honestly one of the better books I've read lately. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
Robert MartinApril 01, 2025
Pretty good overall. The middle dragged a tiny bit, but the ending totally made up for it. I'd probably recommend it to a friend.
Cynthia JohnsonOctober 19, 2025
I was pleasantly surprised. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Would probably read it again at some point.
Kimberly JonesMay 14, 2025
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Will be looking for more from this author.
Mark ThomasAugust 20, 2025
Finished it in a couple of days. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Glad I picked this up.
David WilliamsMarch 30, 2024
Honestly one of the better books I've read lately. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
George SmithOctober 17, 2025
Finished it in a couple of days. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Would probably read it again at some point.
Melissa AdamsJanuary 15, 2024
Took me a few chapters to get into it, but it was worth it. The middle dragged a tiny bit, but the ending totally made up for it. I'd probably recommend it to a friend.
Laura DavisOctober 04, 2025
I liked it for the most part. Interesting premise and executed fairly well. Just a few slow chapters here and there. A solid 4 stars from me.
Andrew AllenJuly 19, 2025
Good, but not quite perfect. Interesting premise and executed fairly well. Just a few slow chapters here and there. I'd probably recommend it to a friend.
Mary DiazOctober 09, 2025
Glad someone recommended this to me. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Would probably read it again at some point.
Carol WalkerAugust 03, 2025
Such a great read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. A solid 5/5 for me.
Anthony RamirezJune 11, 2024
I was pleasantly surprised. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Definitely recommend it if you like this genre.
Emily EvansOctober 05, 2024
Honestly one of the better books I've read lately. I got really invested in the main character's journey. Everything just clicked for me. Definitely recommend it if you like this genre.
Dorothy EdwardsMay 17, 2024
It was okay. It had some good moments, but the overall plot felt a bit disjointed in the second half. Probably won't read it again, but it was an okay way to pass the time.
Joseph PhillipsSeptember 07, 2025
I was pleasantly surprised. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Definitely recommend it if you like this genre.
Paul RiveraMarch 07, 2024
An average read for me. Some parts were interesting, while others were a bit of a slog to get through. Might work better for someone else, just wasn't completely for me.
Ryan LeeJuly 04, 2024
Pretty good overall. Interesting premise and executed fairly well. Just a few slow chapters here and there. A solid 4 stars from me.
William RiveraFebruary 04, 2025
I liked it for the most part. The middle dragged a tiny bit, but the ending totally made up for it. I'd probably recommend it to a friend.
David TorresOctober 04, 2025
A solid read. I liked the main character, though some of the side plots were just okay. Not bad at all.
Cynthia JohnsonAugust 08, 2025
A solid read. I liked the main character, though some of the side plots were just okay. I'd probably recommend it to a friend.
Elizabeth EvansJune 14, 2024
Really enjoyed this one. The writing style is very engaging. It’s easy to follow but still has a lot of depth. A solid 5/5 for me.
Kevin ScottJanuary 29, 2025
A very satisfying read. I loved how the story unfolded. It kept me guessing without being too confusing. Glad I picked this up.
Anthony JacksonOctober 28, 2024
It was okay. The pacing was a bit slow and I found myself skimming a few pages. It wasn't terrible, just okay. Might work better for someone else, just wasn't completely for me.
Linda TorresMay 01, 2024
I was pleasantly surprised. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Definitely recommend it if you like this genre.
James RamirezNovember 23, 2025
Honestly one of the better books I've read lately. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Kevin ThompsonMay 04, 2024
Really enjoyed this one. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
Kevin WrightJuly 05, 2024
Finished it in a couple of days. I loved how the story unfolded. It kept me guessing without being too confusing. Glad I picked this up.
William TaylorJuly 07, 2025
Good, but not quite perfect. Interesting premise and executed fairly well. Just a few slow chapters here and there. Still a good book.
Edward JonesJune 25, 2025
A very satisfying read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
Stephanie RobinsonNovember 30, 2025
A solid read. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Still a good book.
Mary RobinsonNovember 16, 2025
A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Will be looking for more from this author.
Barbara GarciaMay 18, 2024
I was pleasantly surprised. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. A solid 5/5 for me.
Joseph DiazSeptember 15, 2024
Honestly one of the better books I've read lately. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Would probably read it again at some point.
Betty LeeJuly 12, 2024
Honestly one of the better books I've read lately. The writing style is very engaging. It’s easy to follow but still has a lot of depth. A solid 5/5 for me.
Carol CampbellJanuary 07, 2025
Honestly one of the better books I've read lately. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Would probably read it again at some point.
Barbara WilliamsOctober 04, 2024
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Would probably read it again at some point.
David LeeFebruary 14, 2025
Really enjoyed this one. I loved how the story unfolded. It kept me guessing without being too confusing. A solid 5/5 for me.
Nicholas PerezJune 04, 2024
A solid read. Interesting premise and executed fairly well. Just a few slow chapters here and there. Not bad at all.
Jennifer JacksonSeptember 28, 2024
Pretty good overall. Interesting premise and executed fairly well. Just a few slow chapters here and there. Still a good book.
Susan PhillipsJanuary 27, 2024
Finished it in a couple of days. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Glad I picked this up.
Susan YoungJuly 06, 2025
I liked it for the most part. The middle dragged a tiny bit, but the ending totally made up for it. A solid 4 stars from me.
Cynthia ThomasDecember 08, 2025
Good, but not quite perfect. The middle dragged a tiny bit, but the ending totally made up for it. Enjoyable weekend read.
Jennifer JohnsonJune 03, 2025
Glad someone recommended this to me. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Would probably read it again at some point.
Mary RamirezDecember 13, 2024
Finished it in a couple of days. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Patricia HarrisJune 21, 2025
An average read for me. It felt a bit repetitive in the middle. Could have been shorter. Might work better for someone else, just wasn't completely for me.
Joshua CarterJune 17, 2024
Such a great read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Would probably read it again at some point.
Betty LeeJanuary 31, 2025
A solid read. It held my attention, even if a few things were a little predictable. I'd probably recommend it to a friend.
Robert KingJuly 15, 2024
A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Carol CampbellJanuary 02, 2024
Pretty good overall. The middle dragged a tiny bit, but the ending totally made up for it. I'd probably recommend it to a friend.
Karen WilsonMarch 16, 2024
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. Will be looking for more from this author.
Michelle MillerMay 31, 2025
A solid read. Interesting premise and executed fairly well. Just a few slow chapters here and there. A solid 4 stars from me.
Ashley GarciaFebruary 12, 2024
Good, but not quite perfect. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Not bad at all.
Charles AdamsJanuary 22, 2024
Glad someone recommended this to me. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Deborah LopezFebruary 01, 2024
Honestly one of the better books I've read lately. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. A solid 5/5 for me.
Joshua MillerJanuary 25, 2024
Finished it in a couple of days. I got really invested in the main character's journey. Everything just clicked for me. Worth the time and money.
Nancy GreenSeptember 05, 2024
I have mixed feelings about this one. It had some good moments, but the overall plot felt a bit disjointed in the second half. A generous 3 stars.
Michael ParkerMay 11, 2024
It was just alright. It felt a bit repetitive in the middle. Could have been shorter. Just right down the middle.
Michael ParkerMarch 27, 2025
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Would probably read it again at some point.
Barbara CollinsJune 05, 2024
Glad someone recommended this to me. I loved how the story unfolded. It kept me guessing without being too confusing. Definitely recommend it if you like this genre.
Susan HernandezDecember 18, 2025
A very satisfying read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Glad I picked this up.
James WhiteMay 08, 2025
A solid read. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Enjoyable weekend read.
Jessica CarterSeptember 16, 2024
Such a great read. I loved how the story unfolded. It kept me guessing without being too confusing. Worth the time and money.
Kimberly HernandezSeptember 05, 2025
Really enjoyed this one. I loved how the story unfolded. It kept me guessing without being too confusing. A solid 5/5 for me.
Betty HillMay 21, 2024
Such a great read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Definitely recommend it if you like this genre.
Jessica LeeJanuary 11, 2024
Took me a few chapters to get into it, but it was worth it. The middle dragged a tiny bit, but the ending totally made up for it. Not bad at all.
Steven EdwardsJune 30, 2025
I have mixed feelings about this one. It had some good moments, but the overall plot felt a bit disjointed in the second half. A generous 3 stars.
Barbara CollinsApril 01, 2024
Such a great read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Would probably read it again at some point.
Ryan LeeFebruary 18, 2024
Glad someone recommended this to me. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Worth the time and money.
Joseph WilsonMarch 17, 2024
It was just alright. It felt a bit repetitive in the middle. Could have been shorter. A generous 3 stars.
Richard AdamsJanuary 06, 2024
I was pleasantly surprised. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Definitely recommend it if you like this genre.
Daniel ClarkDecember 05, 2025
I liked it for the most part. Interesting premise and executed fairly well. Just a few slow chapters here and there. A solid 4 stars from me.
Donna NguyenFebruary 23, 2025
A very satisfying read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Will be looking for more from this author.
Joseph PhillipsFebruary 18, 2025
Finished it in a couple of days. I got really invested in the main character's journey. Everything just clicked for me. Would probably read it again at some point.
Margaret CampbellJuly 23, 2024
Honestly one of the better books I've read lately. I loved how the story unfolded. It kept me guessing without being too confusing. Would probably read it again at some point.
Charles JacksonJuly 16, 2024
Really enjoyed this one. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Would probably read it again at some point.
Anthony TorresAugust 11, 2024
A very satisfying read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
John MartinJune 21, 2024
A very satisfying read. I loved how the story unfolded. It kept me guessing without being too confusing. A solid 5/5 for me.
Mary RodriguezMay 23, 2024
Really enjoyed this one. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Glad I picked this up.
Jennifer GomezMay 12, 2024
Pretty good overall. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. Still a good book.
Cynthia NguyenJuly 06, 2024
Honestly one of the better books I've read lately. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. A solid 5/5 for me.
Karen WilsonOctober 26, 2024
A solid read. The middle dragged a tiny bit, but the ending totally made up for it. Not bad at all.
Jennifer EdwardsSeptember 13, 2024
Glad someone recommended this to me. The writing style is very engaging. It’s easy to follow but still has a lot of depth. A solid 5/5 for me.
Jessica RodriguezSeptember 08, 2024
Such a great read. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Worth the time and money.
Stephanie MillerApril 09, 2024
I was pleasantly surprised. I got really invested in the main character's journey. Everything just clicked for me. Glad I picked this up.
Ashley WhiteJune 23, 2025
Good, but not quite perfect. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. I'd probably recommend it to a friend.
Nancy GreenJuly 07, 2025
Such a great read. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Worth the time and money.
Deborah LopezOctober 30, 2025
Such a great read. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. Will be looking for more from this author.
Andrew MillerFebruary 14, 2025
Really enjoyed this one. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
Robert AndersonNovember 10, 2025
Took me a few chapters to get into it, but it was worth it. The middle dragged a tiny bit, but the ending totally made up for it. Enjoyable weekend read.
Jessica TurnerDecember 01, 2024
Honestly one of the better books I've read lately. I loved how the story unfolded. It kept me guessing without being too confusing. Would probably read it again at some point.
Gary RiveraDecember 21, 2024
A solid read. The middle dragged a tiny bit, but the ending totally made up for it. Still a good book.
Lisa EvansSeptember 02, 2024
Such a great read. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Definitely recommend it if you like this genre.
Edward TurnerFebruary 05, 2025
It was just alright. The pacing was a bit slow and I found myself skimming a few pages. It wasn't terrible, just okay. Might work better for someone else, just wasn't completely for me.
Jessica TurnerMarch 17, 2025
Not bad, but not my favorite. The pacing was a bit slow and I found myself skimming a few pages. It wasn't terrible, just okay. Probably won't read it again, but it was an okay way to pass the time.
Jennifer EdwardsNovember 19, 2024
Finished it in a couple of days. The pacing was spot on and the characters felt real. I didn't find myself getting bored at any point. A solid 5/5 for me.
Ashley MooreOctober 23, 2025
I have mixed feelings about this one. The writing was fine, but I didn't feel very connected to the characters. They felt a bit flat. A generous 3 stars.
